recruitment
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LinkedIn normalized the idea of making people’s resume’s visible to anyone who wanted to look at them, and today a startup that’s hoping to do the same for companies and how they are organized and run is announcing some funding. The Org, which wants to build a global, publicly viewable database of company organizational charts — and then utilize that database as a platform to power a host of other services — has raised $20 million, money that it will be using to hire more people, add on more org charts and launch new features, with a recruitment toolkit being first on the list.
The Series B is led by Tiger Global, with previous backers Sequoia, Founders Fund and Balderton Capital also participating alongside new investors Thursday Ventures, Lars Fjeldsoe-Nielsen (a former Balderton partner), Neeraj Arora (formative early WhatsApp exec), investor Gavin Baker, and more. From what we understand, the investment values The Org at $100 million.
Founders Fund led the company’s last round, a Series A in February 2020, and the whole world of work has really changed a lot in the interim because of COVID-19: companies have become more distributed (a result of offices shutting down); the make-up of businesses has changed because of new demands; and many of us have had our sense of connection to our jobs tested in ways that we never thought it would.
All of that has had a massive impact on The Org, and has played into its theory of why org charts are useful, and most useful as a tool for transparency.
“In many ways the pandemic has forced us to reevaluate the norms of how work happens. One of the misconceptions was the idea that you are only working when you are at the office, 9-5. But the future of work is a hybrid set up but you get a lot of issues that arise out of that, communication being one of them. Now it’s much more important to create alignment, a sense of connection, and really feeling a sense of belonging in your company,” Christian Wylonis, the CEO who co-founded the company with Andreas Jarbøl, said in an interview (the two are pictured below). “We think that a lot of these issues are rooted around transparency and that is what The Org is about. Who is doing what, and why?”
Image Credits: The Org
He said that when the coronavirus suddenly ramped up into a global issue — and it really was sudden; our conversation in February 2020 had nothing whatsoever to do with it, yet it was only weeks later that everything shut down — it wasn’t obvious that The Org would have a place in the so-called “new normal.”
“We were as nervous as anyone else, but the idea of what work would look like and how we enable people around that has gotten a lot higher on the agenda,” he said. “The appetite for new tools has improved dramatically, and we can see that in our traffic.”
The Org has indeed seen some very impressive growth. The company now hosts some 130,000 public org charts, sees 30,000 daily visitors and has more than 120,000 registered users. And more casual usage has boomed, too. Wylonis notes that The Org now has close to 1 million visitors each month versus just 100,000 in February 2020, when it only had 16,000 org charts on its platform.
Monetization is coming slowly for the startup. Building, editing and officially “claiming” a profile on the platform are all still free, but in the meantime The Org is working on its platform play and using the database that it is building to power other services. Job hunting is the first area that it will tackle.
Posting jobs will be free, and it’s integrating with Greenhouse to feed information into its system, but recruiters and HR pros are given an option to manage the sourcing and screening process through The Org, a kind of executive recruitment tool, which will come at a charge. Down the line there are plans for more communications and HR tools, Wylonis said. Some of this will be built by way of integrations and APIs with other services, and some tools — such as communications features — will be built in-house, from the ground up.
When I covered the company’s last round, I’d noted that there were some obvious hurdles for The Org, as well as potentially others like Charthop or Visier building business models on providing more transparency and information around hiring and how companies are run.
Sometimes the companies in question don’t actually want to have more transparency. And any database that is based around self-reporting runs the risk of being only as good as the data that is put into it — meaning it may be incomplete, or simply wrong, or just presented to the contributors’ best advantage, not that of the company itself. (This is one of the issues with LinkedIn, too: Even with people’s resumes being public, it’s still very easy to lie about what you actually do, or have done.)
So far, the theory is that some of this will be resolved by way of who The Org is targeting and how it is growing. Today the company’s “sweet spot” is early-stage startups with about 50-200 employees, and generally org charts are created for these businesses in part by The Org itself, and then largely by way of wiki-style user-edited content (anyone with a company email can get involved).
The plan is both to continue working with those smaller startups as they scale up, but also target bigger and bigger businesses. These, however, can be trickier to snag — not least because they will stretch into the realm of public companies, but also because their charts will be more complicated to map and manage consistently. For that reason, The Org is also adding in more features around how companies can “claim” their profiles, including managing permissions for who can edit profiles.
This might mean more managed public profiles, but the idea is that it will be a start, and once more companies post more information, we will see more transparency overall, not unlike how LinkedIn evolved, Wylonis said.
The LinkedIn analogy is interesting for another reason. It seems a no-brainer that LinkedIn, which is at its heart a massive database of information about the world of professional work, and the people and companies involved in it, would have wanted to build its own version of org charts at some point. And yet it hasn’t.
Some of this might be down to how LinkedIn has fundamentally built and organised its own database and knowledge graph, but Wylonis believes it might also be a conceptual difference.
“We think that this might be the fundamental difference between us and them,” Wylonis said of LinkedIn. “They are a database of resumes. ‘I can say whatever I want.’ But for us, the atomic unit is the organization itself. That is an important distinction because it’s a one to many relationship. It can’t be only me editing my profile. And allows us to build structures.”
He added that this was one of the reasons that Keith Rabois — who was an early exec at LinkedIn — became an early investor in The Org: “LinkedIn has been looking at this forever, but they haven’t been able to build it, and so that is how we caught his attention.”
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Social media has served as a launchpad to success almost as long as it has been around. The stories of going viral from a self-produced YouTube video and then securing a record deal established the mythology of social media platforms. Ever since, social media has consistently gravitated away from text-based formats and toward visual mediums like video sharing.
For most people, a video on social media won’t be a ticket to stardom, but in recent months, there have been a growing number of stories of people getting hired based on videos posted to TikTok. Even LinkedIn has embraced video assets on user profiles with the recent addition of the “Cover Story” feature, which allows workers to supplement their profiles with a video about themselves.
As technology continues to evolve, is there room for a world where your primary resume is a video on TikTok? And if so, what kinds of unintended consequences and implications might this have on the workforce?
In recent months, U.S. job openings have risen to an all-time high of 10.1 million. For the first time since the pandemic began, available jobs have exceeded available workers. Employers are struggling to attract qualified candidates to fill positions, and in that light, it makes sense that many recruiters are turning to social platforms like TikTok and video resumes to find talent.
But the scarcity of workers does not negate the importance of finding the right employee for a role. Especially important for recruiters is finding candidates with the skills that align with their business’ goals and strategy. For example, as more organizations embrace a data-driven approach to operating their business, they need more people with skills in analytics and machine learning to help them make sense of the data they collect.
Recruiters have proven to be open to innovation where it helps them find these new candidates. Recruiting is no longer the manual process it used to be, with HR teams sorting through stacks of paper resumes and formal cover letters to find the right candidate. They embraced the power of online connections as LinkedIn rose to prominence and even figured out how to use third-party job sites like GlassDoor to help them draw in promising candidates. On the back end, many recruiters use advanced cloud software to sort through incoming resumes to find the candidates that best match their job descriptions. But all of these methods still rely on the traditional text-based resume or profile as the core of any application.
Videos on social media provide the ability for candidates to demonstrate soft skills that may not be immediately apparent in written documents, such as verbal communication and presentation skills. They are also a way for recruiters to learn more about the personality of the candidate to determine how they’d fit into the culture of the company. While this may be appealing for many, are we ready for the consequences?
While innovation in recruiting is a big part of the future of work, the hype around TikTok and video resumes may actually take us backward. Despite offering a new way for candidates to market themselves for opportunities, it also carries potential pitfalls that candidates, recruiters and business leaders need to be aware of.
The very element that gives video resumes their potential also presents the biggest problems. Video inescapably highlights the person behind the skills and achievements. As recruiters form their first opinions about a candidate, they will be confronted with information they do not usually see until much later in the process, including whether they belong to protected classes because of their race, disability or gender.
Diversity, equity and inclusion (DE&I) concerns have had a major surge in attention over the last couple of years amid heightened awareness and scrutiny around how employers are — or are not — prioritizing diversity in the workplace.
But evaluating candidates through video could erase any progress made by introducing more opportunities for unconscious, or even conscious, bias. This could create a dangerous situation for businesses if they do not act carefully because it could open them up to consequences such as damage to their reputation or even something as severe as discrimination lawsuits.
A company with a poor track record for diversity may have the fact that they reviewed videos from candidates used against them in court. Recruiters reviewing the videos may not even be aware of how the race or gender of candidates are impacting their decisions. For that reason, many of the businesses I have seen implement an option for video in their recruiting flow do not allow their recruiters to watch the video until late in the recruiting process.
But even if businesses address the most pressing issues of DE&I by managing bias against those protected classes, by accepting videos there are still issues of diversity in less protected classes such as neurodiversity and socioeconomic status. A candidate with exemplary skills and a strong track record may not present themselves well through a video, coming across as awkward to the recruiter watching the video. Even if that impression is irrelevant to the job, it could still influence the recruiter’s stance on hiring.
Furthermore, candidates from affluent backgrounds may have access to better equipment and software to record and edit a compelling video resume. Other candidates may not, resulting in videos that may not look as polished or professional in the eyes of the recruiter. This creates yet another barrier to the opportunities they can access.
As we sit at an important crossroads in how we handle DE&I in the workplace, it is important for employers and recruiters to find ways to reduce bias in the processes they use to find and hire employees. While innovation is key to moving our industry forward, we have to ensure top priorities are not being compromised.
Despite all of these concerns, social media platforms — especially those based on video — have created new opportunities for users to expand their personal brands and connect with potential job opportunities. There is potential to use these new systems to benefit both job seekers and employers.
The first step is to ensure that there is always a place for a traditional text-based resume or profile in the recruiting process. Even if recruiters can get all the information they need about a candidate’s capabilities from video, some people will just naturally feel more comfortable staying off camera. Hiring processes need to be about letting people put their best foot forward, whether that is in writing or on video. And that includes accepting that the best foot to put forward may not be your own.
Instead, candidates and businesses should consider using videos as a place for past co-workers or managers to endorse the candidate. An outside endorsement can do a lot more good for an application than simply stating your own strengths because it shows that someone else believes in your capabilities, too.
Video resumes are hot right now because they are easier to make and share than ever and because businesses are in desperate need of strong talent. But before we get caught up in the novelty of this new way of sharing our credentials, we need to make sure that we are setting ourselves up for success.
The goal of any new recruiting technology should be to make it easier for candidates to find opportunities where they can shine without creating new barriers. There are some serious kinks to work out before video resumes can achieve that, and it is important for employers to consider the repercussions before they damage the success of their DE&I efforts.
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When LinkedIn first launched Stories format, and later expanded its tools for creators earlier this year, one noticeable detail was that the Microsoft-owned network for professionals hadn’t built any kind of obvious monetization into the program — noticeable, given that creators earn a living on other platforms like Instagram, YouTube and TikTok, and those apps had lured creators, their content and their audiences in part by paying out.
“As we continue to listen to feedback from our members as we consider future opportunities, we’ll also continue to evolve how we create more value for our creators,” is how LinkedIn explained its holding pattern on payouts to me at the time. But that strategy may have backfired for the company — or at least may have played a role in what came next: last month, LinkedIn announced it would be scrapping its Stories format and going back to the proverbial drawing board to work on other short-form video content for the platform.
Now comes the latest iteration in that effort. To bring more creators to the platform, the company today announced that it would be launching a new $25 million creator fund, which initially will be focused around a new Creator Accelerator Program.
It’s coming on the heels of LinkedIn also continuing to work on one of its other new-content experiments: a Clubhouse-style live conversation platform. As we previously reported, LinkedIn began working on this back in March of this year. Now, we are hearing that the feature will make an appearance as part of a broader events strategy for the company very soon.
“We’ll be starting to test audio with a small pilot group in the coming weeks,” said Chris Szeto, senior director of product at LinkedIn, who heads up its audio efforts. “Given the trends in virtual, hybrid events we are also working on making audio part of our overall event strategy rather than a standalone offering, so that we can give people more choice about how they want to run and engage with their audiences.”
Notably, in a blog post announcing the creator fund, LinkedIn also listed a number of creator events coming up. Will the Clubhouse-style feature pop up there? Watch this space. Or maybe… listen up.
In any case, the creator accelerator that LinkedIn is announcing today is part of a bigger effort it’s been making to build out a platform for creating content. That has included building new tools and acquiring companies like Jumprope (a platform devised to make “how-to” videos) earlier this year. Together with the accelerator, the idea that LinkedIn wants to encourage more dynamic and lively set of voices to get more people talking and spending time on LinkedIn.
Andrei Santalo, global head of community at LinkedIn, noted in the blog post that the accelerator/incubator will be focused on the many ways that one can engage on LinkedIn.
“Creating content on LinkedIn is about creating opportunity, for yourselves and others,” he writes. “How can your words, videos and conversations make 774+ million professionals better at what they do or help them see the world in new ways?”
The incubator will last for 10 weeks and will take on 100 creators in the U.S. to coach them on building content for LinkedIn. It will also give them chances to network with like-minded individuals (naturally… it is LinkedIn), as well as a $15,000 grant to do their work. The deadline for applying (which you do here) is October 12.
The idea of starting a fund to incentivize creators to build video for a particular platform is definitely not new — and that is one reason why it was overdue for LinkedIn to think about its own approach.
Leading social media platforms like TikTok, Snapchat, Instagram and Facebook and YouTube all have announced hundreds of millions of dollars in payouts in the form of creator funds to bring more original content to their platforms.
You could argue that for mass-market social media sites, it’s important to pay creators because competition is so fierce among them for consumer attention.
But on the other hand, those platforms have appeal for creators because of the potential audience size. At 774 million users, LinkedIn isn’t exactly small, but the kind of content that tends to live on there is so different, and maybe drier — it’s focused on professional development, work and “serious” topics — that perhaps it might need the most financial incentive of all to get creators to bite.
LinkedIn’s bread and butter up to now has been around professional development: people use it to look for work, to get better jobs, to hire people, and to connect with people who might help them get ahead in their professional lives.
But it’s done so in a very prescribed set of formats that do not leave much room for exploring “authenticity” — not in the modern sense of “authentic self”, and not in the more old-school sense of just letting down your guard and being yourself. (Even relatively newer initiatives like its education focus directly play into this bigger framework.)
With authenticity becoming an increasing priority for people — and maybe more so as we have started to blur the lines between work and home because of COVID-19 and the changes that it has forced on us — I can’t help but wonder whether LinkedIn will use this opportunity to rethink, or at least expand the concept of, what it means to spend time on its platform.
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The global COVID-19 pandemic had a chilling effect on a number of industries and their workforces, resulting in mass furloughs and layoffs. But now, with countries taking steps back to “normal”, that has been leading, in many cases, back to a hiring surge. Today, SmartRecruiters, one of the companies that has built software to handle that process more smoothly, is announcing $110 million in funding to seize the moment.
The funding, a Series E, is coming in at a $1.5 billion valuation, the company confirmed. Silver Lake Waterman is leading this round, with previous backers Insight Partners and Mayfield Fund also participating.
The investment will be used in two areas. First, SmartRecruiters plans to continue expanding business — its primary customers are large enterprises, with Visa, Square, McDonald’s, Ubisoft, FireEye, Biogen, Equinox and Public Storage among them, and the plan will be to bring on more of these globally. Jerome Ternynck, SmartRecruiters’ CEO and founder, pointed out that one of its clients, Pilot Travel Centers, made a move recently in which it had to swiftly ramp up by 10,000 people in 90 days.
“That is the scale of the great rehire that we are aiming to serve,” he said.
And second, it plans to hire and invest more in product. Specifically, Ternynck said the company is looking to build more intelligence into its platform, so that it can help customers find ideal matches for roles and provide them with tools to automate and reduce the busy work of managing a recruitment process.
This is a notable area for growth, and one that smaller startups have also identified and are building to fix: Just yesterday, one of them, Dover, announced a Series A.
Ternynck likes to describe SmartRecruiters as “the Salesforce of recruiting”, by which he means that it provides a system of record for large enterprises that can manage 100% of the process of recruitment, from sourcing candidates to hiring.
“In recruiting tech, we are the mothership,” he said, with some 600 vendors integrated into its platform — a mark of how fragmented the wider industry really is.
(Salesforce, incidentally, is an investor in SmartRecruiters, and while right now it’s not directly working with its portfolio company to build recruitment into what it operates as essentially a massive CRM behemoth, it’s an interesting prospect and seems like a no-brainer that it might try to some day. Ternynck would not comment…)
There are already a lot of application tracking systems in the market that can handle the basics of logging candidates and managing their progress through the screening, interview, references and hiring/rejection cycle — Ternynck, in fact founded and sold one of the pioneers in that space. But the problem with these is that they are limited and often work within their own silos. He refers to these ATS systems as “the first generation” of recruitment software, a generation that is now getting replaced.
There are some big changes driving that evolution, and specifically SmartRecruiters’ growth. One key area is the bigger shift in “digital transformation”, precipitated by the pandemic but also a bigger shift to cloud-based computing and evolutions in big data management. Fragmentation is rife in recruiting, but we now are equipped in the world of IT with many, many ways of navigating that and using the wide amount of information out there to our advantage.
But there is another, more epistemological shift, too. Recruitment, and talent in general, has become a critical part of how a company conceives of its future success. Get the right people on board and you will grow. Fail to hire correctly and you will not, and you might even fail.
“This round and our progression signals the fact that CEOs have been forced to care more about recruiting,” he said. They want want to hire the best, he added, but that is fundamentally different from how recruiting has traditionally been approached, which is focused on cost per hire.
“This means recruiting is coming out of the administration function and into value add and sales and marketing,” he added. (That’s another interesting parallel with Dover, which has gone so far as to conceive of its recruitment approach as “orchestration”, a word more commonly associated with sales software.)
The pandemic has had an impact here, too: employees and “hires” today are not what they used to be. It has become more acceptable to work remotely, and what people have come to expect out of jobs, and what roles they are coming from when applying, are all so different, and that also demands a different kind of platform to engage with them.
Indeed, that bigger area — sometimes referred to as “the future of work” — is part of what attracted this investment.
“Hiring talent and building human capital is more complex and important than ever, and SmartRecruiters is well positioned to help companies attract and land top talent,” said Shawn O’Neill, managing director and group head, Silver Lake Waterman, in a statement. “Their scale and customer growth are testament to their strong leadership and industry leading platform. We are excited to help fuel SmartRecruiters’ next growth chapter.”
Interestingly, Ternynck noted that even despite the mass layoffs and furloughs experienced in some industries in the last year and a half, SmartRecruiters has seen business grow, even through some of the worst moments of COVID-19. Over the last 12 months, bookings have grown by 70%, he said. That’s a mark of how recruiting priorities are indeed changing, regardless of whether it’s a SmartRecruiters, or another kind of company entirely — and there are many, from Taleo and Cornerstone, through to smaller hopefuls like Dover, and even Salesforce — who might reap the spoils longer term.
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Despite being one of the earliest adopters of using the world wide web to disrupt how its business is done and connect with more potential customers, the recruitment industry ironically remains one of the more fragmented and behind the times when it comes to using new, cloud-based services to work more efficiently. A new startup is hoping to change that, and it’s picked up some funding on strong, early signs of traction.
Dover, which has built what CEO and co-founder Max Kolysh describes as a “recruitment orchestration platform” — aimed at recruiters, it helps them juggle and aggregate multiple candidate pools to source suitable job candidates automatically, and then manage the process of outreach (including using tools to automatically re-write job descriptions, as well as to write recruitment and rejection letters) — has raised $20 million from an impressive list of investors.
Tiger Global led the Series A round, with Founders Fund, Abstract Ventures and Y Combinator also investing. Dover was part of YC’s Summer 2019 class (which debuted in August 2020), and Founders Fund led its seed round. Since leaving the incubator, it has picked up more than 100 customers, mostly from the world of tech, including ClearCo, Lattice, Samsara and others, even larger companies that you might have assumed would have their own in-house orchestration and automation platforms in place already.
“Orchestration” in the world of business IT is commonly used for software built for the fields of sales and marketing: In both of these, there is a lot of fragmentation and work involved in sourcing good leads to become potential customers, and so tech companies have built platforms both to source interesting contacts and handle some of the initial steps needed to reach out to them, and get them engaged.
That, it turns out, is a very apt way to think of the recruitment industry, too, not least because it also, to a degree, involves a company “selling” itself to candidates to get them interested.
“I would say recruiting is sales and marketing,” Kolysh said. “We’re comparable to sales ops, but sales is five-10 years ahead in terms of technology.”
Recruiters and hiring managers, especially those working in industries where talent is at a premium and therefore proactively hiring good people can be a challenge, are faced with a lot of busy work to find interesting candidates and engage them to consider open jobs, and subsequently handling the bigger process of screening, reaching out to them and potentially rejecting some while making offers to others.
This is mainly because the process of doing all of these is typically very fragmented: Not only are there different tools built to handle these different processes, but there is an almost endless list of sources today where people go to look for work, or get their names out there.
Dover’s approach is based on embracing that fragmentation and making it easier to handle. Using AI, it taps platforms like LinkedIn, Indeed and Triplebyte — a likely list, given its initial focus on tech — to source candidates that it believes are good fits for a particular opening at a company.
Dover does this with a mix of AI and understanding what a recruiter is looking for, plus any extra parameters if they have been set by the recruiter to carry this out (for example, diversity screening, if the employer would like to have a candidate pool that is in line with a company’s inclusion targets).
Dover also uses data science and AI to help calibrate a recruiter’s communications with would-be candidates, from the opening job description through to job offer or rejection letters. (Why dwell on rejection letters? Because these candidates are already in a short list, and so even if they didn’t get one particular job, they are likely good prospects for future roles.)
“No human wants to write 100 cold emails per week, but on the other hand, there are many people to hit up and connect with,” Kolysh said of the challenges that recruiters face. “When a company is seeing a lot of growth, it needs to scale fast. You just can’t do that without technology anymore.” Kolysh — who co-founded the company with Anvisha Pai (CTO) and George Carollo (COO) — said all three founders experienced that firsthand working at previous startups and trying to recruit while also building the other aspects of the business. (They are pictured above, along with founding engineer John Holliman.)
Given how much orchestration has caught on in the world of sales, there is a strong opportunity here for Dover to bring a similar approach to recruitment, based on what seems to be a very close understanding of the flawed recruitment process as it exists today. Whether that brings more competitors to the space — or more tools from some of the bigger players in, say, candidate sourcing — will be one factor to watch, as will how and if Dover manages to make the leap to other industries beyond tech.
But for now, its usefulness for a particular segment of the market is also what caught the eye of Tiger Global.
John Luttig, the partner who led the investment for Founders Fund, noted in an interview that most recruiting tools in the market today might best be described as point solutions, addressing scheduling or interviews, for example.
“It’s the full stack here that is appealing,” he told me. “And it’s automated, which is particularly valuable for early and mid-stage tech companies, to keep candidates from falling through the cracks. It also saves time from having to build up big recruiting departments. And because Dover owns all that work, those working in recruitment can instead focus on culture building, or assessing the candidates.”
Updated to note that Luttig is at Founders Fund, and to correct that the customer is ClearCo.
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Online job listings were one of the first things to catch on in the first generation of the internet. But that has, ironically, also meant that some of the most-used digital recruitment services around today are also some of the least evolved in terms of tapping into all of the developments that tech has to offer, leaving the door open for some disruption. Today, one of the startups doing just that is announcing a big round of funding to double down on its growth so far.
Beamery, which has built what it describes as a “talent operating system” — a way to manage sourcing, hiring and retaining of people, plus analyzing the bigger talent picture for an organization, a “talent graph” as Beamery calls it, in an all-in-one, end-to-end service — has raised $138 million, money that it plans to use to continue building out more technology, as well as growing its business, which has been expanding quickly and saw 337% revenue growth year over year in Q4.
The Ontario Teachers’ Pension Plan Board (Ontario Teachers’), a prolific tech investor, is leading the round by way of its Teachers’ Innovation Platform (TIP). Other participants in this Series C include several strategic backers who are also using Beamery: Accenture Ventures, EQT Ventures, Index Ventures, M12 (Microsoft’s venture arm) and Workday Ventures (the venture arm of the HR software giant).
Abakar Saidov, co-founder and CEO at London-based Beamery, told TechCrunch in an interview that it is not disclosing valuation, but sources in the know say it’s in the region of $800 million.
The round is coming on the heels of a very strong year for the company.
The “normal” way of doing things in the working world was massively upended with the rise of COVID-19 in early 2020, and within that, recruitment was among one of the most impacted areas. Not only were people applying and interviewing for jobs completely remotely, but in many cases they were getting hired, onboarded and engaged into new jobs without a single face-to-face interaction with a recruiter, manager or colleague.
And that’s before you consider the new set of constraints that HR teams were under in many places: variously, we saw hiring freezes, furloughs, layoffs and budget cuts (often more than one of these per business), and yet work still needed to get done.
All that really paved the way for platforms like Beamery’s — designed not only to be remote-friendly software-as-a-service running in the cloud, but to handle the whole recruiting and talent management process from a single place — to pick up new customers and prove its role as an updated, more user-friendly approach to the task of sourcing and placing talent.
“Traditional HR is very admin-heavy, and when you add in payroll and benefits, the systems that exist are very siloed,” said Saidov in the interview. “The innovation for us has been to move out of that construct and into something that is human, and has a human touch. From a data perspective, we’re creating the underlying system of record for all of the people touching a business. So when you build on top of that, everything looks like a consumer application.”
In the last 12 months, the company said that customers — which are in the area of large enterprises and include COVID vaccine maker AstraZeneca, Autodesk, Nasdaq, several major tech giants and strategic investor Workday — filled 1 million roles through its platform, a figure that includes not just sourcing and placing candidates from outside of an organization’s walls, but also filling roles internally.
The work that Beamery is doing is definitely helping the business not just pull its weight — its last round was a much more modest $28 million, which was raised way back in 2018 — but grow and invest in new services.
The company said it had a year-on-year increase of 462% in jobs posted across its customer base. A year before that (which would have extended into pre-pandemic 2019), the number of candidates pipelined increased by a mere 46%, pointing to acceleration.
Beamery today already offers a pretty wide range of different services.
They include tools to source candidates. This can be done organically by creating your own job boards to be found by anyone curious enough to look, and by leveraging other job boards on other platforms like LinkedIn, the Microsoft-owned professional networking platform that counts “Talent Solutions” — i.e. recruitment — as one of its primary business lines. (Recall Microsoft is one of Beamery’s backers.) It also provides tools to create and manage online recruitment events.
Beamery also offers tools to help people get the word out about a role, with a service akin to programmatic advertising (similar to ZipRecruiter) to populate other job boards, or run more targeted executive recruitment searches. It also provides a way for HR teams to create internal recruitment processes, and also run surveys with existing teams to get a better picture of the state of play.
And it has some analytics tools in place to measure how well recruitment drives, retention and other metrics are evolving to help plan what to do in the future.
The big question for me now is how and if Beamery will bring more into that universe. There have been some interesting startups emerging in the wider world of talent IT (if we could call it that) that could be interesting complements to what Beamery already has, or provide a roadmap for what it might try to build itself.
It includes much more extensive work on internal job boards (such as what Gloat has built); digging much deeper into building accurate pictures of who is at the company and what they do (see: ChartHop); or the many services that are building ways of sourcing and connecting with contractors, which are a huge, and growing, part of the talent equation for companies (see: Turing, Remote, Deel, Papaya Global, Lattice, Factorial and many others).
Beamery already includes contractors alongside full- and part-time roles that can be filled using its platform, but when it comes to managing those contractors, that’s something that Beamery does not do itself, so that could be one area where it might grow, too.
“The key reason enterprises work with us it to consolidate a bunch of workflows,” Saidov said. “HR hates having different systems and everything becomes easier when things interoperate well.” Employing contractors typically involves three elements: sourcing, management and scheduling, so Beamery will likely approach how it grows in that area by determining which piece might be “super core” the centralization of more data, he added.
Another two likely areas he hinted are on Beamery’s roadmap are assessments — that is, providing tools to recruiters who want to measure the skills of applicants for jobs (another startup-heavy area today) — and tools to help recruiters do their jobs better, whether that involves more native communications tools in video and messaging, as well as Gong-like coaching to help them measure and improve screening and interviewing.
It might also consider developing a version for smaller businesses to use.
Questions investors are happy to see considered, it seems, as they invest in what looks like a winner in the bigger race. TIP’s other investments have included ComplyAdvantage, Epic Games, Graphcore, KRY and SpaceX, a long run in a wide field.
“Leading companies worldwide are prioritising recruitment and retention. They are turning to Beamery for a best-in-class talent solution that can be seamlessly integrated with their business,” said Maggie Fanari, MD for TIP in Emea. “Beamery’s best-in-class approach is already recognized by top-tier companies. I’m excited by the company’s vision of to use technology to support long-term talent growth and build better businesses. Beamery is the first company to bring predictive marketing and data science into recruitment. They are a truly innovative company, building a vision that can shape the future of work — the company fits all the criteria we look for in a TIP investment and more.”
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Let’s be clear: The venture capital industry has lacked diversity. The good news is the industry is working to improve itself.
To begin with, as an industry, venture capital can only improve what we measure. In 2016, we set out to develop a rigorous methodology for tracking progress on diversity, equity and inclusion (DEI) in venture capital, and to measure and benchmark those data through our biennial VC Human Capital Survey.
The goals of the survey — powered by the National Venture Capital Association, Venture Forward and Deloitte — are to collect demographic data on the VC workforce across all firm types, sizes, stages, sectors and geographies, as well as trends on firm talent management and recruitment practices. We’ve learned that progress can be slow and seem discouraging, but we’ve also captured evidence that diversity (and firm practices to advance diversity) is increasing in some areas, even as other areas have unfortunately not seen the same pace of change.
To begin with, as an industry, venture capital can only improve what we measure.
We fielded the survey in 2016, 2018 and 2020, and released the outcomes of the third edition last month, featuring data (as of June 30, 2020) collected from 378 firms, a marked increase from 203 participating firms in 2018. Furthermore, more than 145 firms signed the #VCHumanCapital pledge to publicly commit to submitting their DEI data.
At a high level, the data showed that improvements in diversity among investment partners have largely been driven by the hiring and advancement of female investors, while there has been little progress in the equitable representation of Black or Hispanic investment partners.
However, the demographic composition of junior investment professionals reflects greater diversity and wider adoption of diversity-focused talent management and recruitment practices suggest some cause for optimism. The industry still has a long way to go, but here are some of the key insights and changes we identified from the latest survey.
More firms are explicitly assigning responsibility for promoting diversity and inclusion internally — 50% of firms have a staff person or team tasked with this responsibility (compared with 34% in 2018 and 16% in 2016). Simultaneously, diversity and inclusion strategies have become more widespread; 43% of firms have implemented a diversity strategy (against 32% in 2018 and 24% in 2016), while 41% have an inclusion strategy (versus 31% in 2018 and 17% in 2016).
This intentionality translates to improved diversity outcomes. Firms with dedicated DEI staff, strategies and programs achieve greater gender and racial diversity on investment teams and among investment partners. The increased emphasis on DEI is also a broader ecosystem trend. More firms report that limited partners and portfolio companies have requested their DEI details over the past 12 months.
Venture firms are relatively small and turnover is generally low, but 21% of firms in 2020 reported their number of senior-level investment positions had increased, while 43% said their number of junior-level positions had expanded. Meanwhile, the demographic composition of junior investment professionals reflects higher gender and racial diversity, a positive leading indicator for the diversity of future investment partners.
As overall DEI strategies have become increasingly widespread, more firms have also developed DEI-focused recruitment and hiring programs — 33% of firms have formal programs, while 74% have informal programs, both reflecting steady increases from 2016. Firms were also more likely to report that they typically seek external candidates for open positions than they did in 2018.
However, firms continue to largely rely on internal networks for recruitment, which often encourages homogeneous hiring outcomes. Between the 2018 and 2020 surveys, there was little change shown in the use of narrow recruitment methods to find external candidates; notifying peers in the VC industry (78%) and notifying the firm internally (59%) were the strategies cited most often. The exception was posting on third-party websites like LinkedIn or in newsletters, a strategy reported by 54% of firms in 2020 (a substantial increase from 37% in 2018), which presents one avenue to reach a broader audience of candidates outside of existing networks.
Once talent has come on board, inclusive culture and retention become key metrics of DEI progress. More firms are implementing programs dedicated to leadership development, mentorship and retention, with about two-thirds reporting informal versions of such programs (20 percentage points higher than in 2016) and 20% of firms reporting formal programs.
Assessing inclusion through the VC Human Capital Survey is challenging because we survey one representative per firm, and one person cannot speak to the degree of inclusion felt by others. However, we added a new question to the 2020 survey to gauge how firms themselves are assessing inclusion. While 41% of firms reported having an inclusion strategy, only 26% said they conduct surveys of their employees to assess inclusion.
Well-structured, consistently applied policies for career advancement are critical to ensuring that diverse talent reaches the most senior decision-making levels of the industry. About 20% of firms reported having formal DEI programs focused on promotion (up from 5% in 2016), while 65% of firms have informal programs (compared with 39% in 2016).
Although DEI programs focused on the promotion of employees are more widespread, subjective factors remain a key consideration for promotion decisions, which can lead to unequal and biased outcomes.
Almost all firms reported that “contributions to the performance of the fund” (90%) and “deal origination” (82%) were very important or important factors in considering promotions. However, the factor most often rated highly was “soft skills,” with 94% of firms saying it was very important or important. These types of subjective factors present significant opportunity for unconscious bias to creep in and can detract from the weight given to objective measures more demonstrably relevant to performance.
The results of the third edition of our survey are timely, coming on the heels of a year in which social justice and racial equity have been the subjects of sharp national focus, policymakers have sought to increase access to capital for underserved communities, and the VC industry has shown a renewed focus on DEI. The survey shows where the VC industry’s efforts should be focused and also serves as an important reminder of the intersectional needs of DEI-focused initiatives.
The data show that progress within one demographic element can be more nuanced when considering people who represent multiple marginalized communities (e.g., the percentage of investment partners who are women has steadily increased, but the percentage of investment partners who are women of color has not).
The pace of DEI progress has been slow and uneven in some areas, but there are reasons for optimism. On April 6, NVCA, Venture Forward and Deloitte hosted a discussion with industry leaders to further examine the latest survey results and to address DEI challenges, opportunities and strategies for the industry. More firms are prioritizing these constructive conversations, both within their firms and publicly with industry peers. More firms are acting in a collaborative spirit, adopting thoughtful and concrete DEI strategies and acting with intentionality and urgency.
If the industry can continue to build upon this momentum and commitment around DEI efforts, we can reach a tipping point that will translate to meaningful progress reflected in future editions of the survey.
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Microsoft today launched Viva, a new “employee experience platform,” or, in non-marketing terms, its new take on the intranet sites most large companies tend to offer their employees. This includes standard features like access to internal communications built on integrations with SharePoint, Yammer and other Microsoft tools. In addition, Viva also offers access to team analytics and an integration with LinkedIn Learning and other training content providers (including the likes of SAP SuccessFactors), as well as what Microsoft calls Viva Topics for knowledge sharing within a company.
If you’re like most employees, you know that your company spends a lot of money on internal communications and its accompanying intranet offerings — and you then promptly ignore that in order to get actual work done. But Microsoft argues that times are changing, as remote work is here to stay for many companies, even after the pandemic (hopefully) ends. Even if a small percentage of a company’s workforce remains remote or opts for a hybrid approach, those workers still need to have access to the right tools and feel like they are part of the company.
“We have participated in the largest at-scale remote work experiment the world has seen and it has had a dramatic impact on the employee experience,” Microsoft CEO Satya Nadella said in a pre-recorded video. “As the world recovers, there is no going back. Flexibility in when, where and how we work will be key.”
He argues that every organization will require a unified employee experience platform that supports workers from their onboarding process to collaborating with their colleagues and continuing their education within the company. Yet as employees work remotely, companies are now struggling to keep their internal culture and foster community among employees. Viva aims to fix this.
Unsurprisingly, Viva is powered by Microsoft 365 and all of the tools that come with that, as well as integrations with Microsoft Teams, the company’s flagship collaboration service, and even Yammer, the employee communication tool it acquired back in 2012 and continues to support.
There are several parts to Viva: Viva Connections for accessing company news, policies, benefits and internal communities (powered by Yammer); Viva Learning for, you guessed it, accessing learning resources; and Viva Topics, the service’s take on company-wide knowledge sharing. For the most part, that’s all standard fair in any modern intranet, whether it’s from a startup provider or an established player like Jive.
Viva Insights feels like the odd one out here, especially after Microsoft’s kerfuffle around its Productivity Score. The idea here is to give managers insights into whether their team (but not individual team members) are at risk of burnout, for example, in order to encourage them to turn off notifications or set daily priorities (a good manager, I’d hope, could do this without analytics, but here we are, in 2021). It’s also meant to help company leaders “address complex challenges and respond to change by shedding light on organizational work patterns and trends.” Sure.
Because this is Microsoft in 2021, there’s also a lot of talk about employee well-being in today’s announcement. For most employees, that means fewer meetings, more focus time and turning off notifications after work. Obviously there are technical tools to help with that, but it’s really a question of company culture and management. I’m not sure you need analytics integrated with LinkedIn’s Glint for that, but you can now have those, too.
“As the world of work changes, the next horizon of innovation will come from a focus on creativity, engagement and well-being so organizations can build cultures of resilience and ingenuity,” said Jared Spataro, corporate vice president, Microsoft 365. “Our vision is to deliver a platform for the employee experience that helps organizations create a thriving culture with engaged employees and inspiring leaders.”
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Last fall, social analytics startup SocialRank sold its product and business to Trufan, allowing the team to focus on something new: a professional social network. Today, they’re officially unveiling Upstream to the public.
To be clear, CEO Alex Taub told me that he’s not trying to replace LinkedIn — he acknowledged that thanks to network effects,”If you want to go and try to take down LinkedIn, you’re not going to be able to take them down.”
Instead, the goal is to create something that fulfills a different need. Where LinkedIn works primarily as an online résumé and rolodex, Upstream aims to help users build the connections and relationships that are important to their careers — something that’s sorely needed at a time when large-scale meetups and conferences aren’t really possible (though we’re certainly trying to create the virtual equivalent at TechCrunch).
“This is the place for your professional social life,” Taub said.
Upstream’s first product focused on professional groups and communities, allowing users to post what the company called Professional Asks, like if they’re looking to hire someone for a certain position or need an introduction at another company.
Taub suggested that things really took off with Upstream’s next product, Upstream Events, where Upstream would host a guest speaker, then attendees were matched up for five-minute, one-on-one video chats with the other people at the event.
Image Credits: Upstream
Upstream says it’s already hosted more than 100 events, with 72% of people who who attend one event subsequently attending another.
While the team has built multiple products (and we’ve covered some of them already), they’re outlining the broader vision today and launching some new features at the same time.
For one thing, while communities were previously shared via a private, unlisted link, you can now browse all the different communities in a Discovery section. At the same time, community organizers will be still be able to control who joins by approving or rejecting new members.
There’s also a new spin on Events called Office Hours, allowing users to set aside structured time for virtual one-on-one sessions with anyone who’s interested in speaking to them. These sessions can be listed publicly, or they can be unlisted, so that you only share them via email or within a certain community.
Image Credits: Upstream
In a blog post, Taub noted that he met his SocialRank/Upstream co-founder and CTO Michael Schonfeld via Ohours.org, and they’re trying to replicate that experience here:
Let’s say you are the CMO of a large company and you want to give your people the opportunity to meet 1:1. The thought of coordinating the individual scheduling of ten minute blocks using your Outlook calendar and email is not attractive. But with Upstream, you are able to choose the 30min block you want to offer and how long you want the sessions to be. You decide you want to run your office hours every other Friday at 2pm ET for the rest of the year. The event is built and able to be shared seamlessly to whoever you choose to offer the Office Hours to.
In fact, Taub’s post lists more than 30 different people who are already offering office hours on Upstream, including New York Times reporter Taylor Lorenz, Foursquare co-founder/Expa partner Naveen Selvadurai and Amazon Photo Head of Product Nate Westheiemer.
Upstream is also announcing that it has raised an undisclosed amount of pre-seed funding from 8-Bit Capital, Human Ventures, Basement Fund, NYVP and various angel investors.
Looking ahead, Taub said that the next big priority is launching a web version of Upstream (which is currently available via mobile app), and to continue building live experiences, asynchronous experiences and features that provide real utility.
“We imagine a future when professionals come to Upstream for an event or Ask, and stay for the compelling opportunities that make Upstream an energizing and beneficial experience for them,” he wrote.
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It’s 2020 and the world has changed remarkably, including in how companies screen data science candidates. While many things have changed, there is one change that stands out above the rest. At The Data Incubator, we run a data science fellowship and are responsible for hundreds of data science hires each year. We have observed these hires go from a rare practice to being standard for over 80% of hiring companies. Many of the holdouts tend to be the largest (and traditionally most cautious) enterprises. At this point, they are at a serious competitive disadvantage in hiring.
Historically, data science hiring practices evolved from software engineering. A hallmark of software engineering interviewing is the dreaded brain teaser, puzzles like “How many golf balls would fit inside a Boeing 747?” or “Implement the quick-sort algorithm on the whiteboard.” Candidates will study for weeks or months for these and the hiring website Glassdoor has an entire section devoted to them. In data science, the traditional coding brain teaser has been supplemented with statistics ones as well — “What is the probability that the sum of two dice rolls is divisible by three?” Over the years, companies are starting to realize that these brain teasers are not terribly effective and have started cutting down their usage.
In their place, firms are focusing on project-based data assessments. These ask data science candidates to analyze real-world data provided by the company. Rather than having a single correct answer, project-based assessments are often more open-ended, encouraging exploration. Interviewees typically submit code and a write-up of their results. These have a number of advantages, both in terms of form and substance.
First, the environment for data assessments is far more realistic. Brain teasers unnecessarily put candidates on the spot or compel them to awkwardly code on a whiteboard. Because answers to brain teasers are readily Google-able, internet resources are off-limits. On the job, it is unlikely that you’ll be asked to code on a whiteboard or perform mental math with someone peering over your shoulder. It is incomprehensible that you’ll be denied internet access during work hours. Data assessments also allow the applicants to complete the assessment at a more realistic pace, using their favorite IDE or coding environment.
“Take-home challenges give you a chance to simulate how the candidate will perform on the job more realistically than with puzzle interview questions,” said Sean Gerrish, an engineering manager and author of “How Smart Machines Think.”
Second, the substance of data assessments is also more realistic. By design, brainteasers are tricky or test knowledge of well-known algorithms. In real life, one would never write these algorithms by hand (you would use one of the dozens of solutions freely available on the internet) and the problems encountered on the job are rarely tricky in the same way. By giving candidates real data they might work with and structuring the deliverable in line with how results are actually shared at the company, data projects are more closely aligned with actual job skills.
Jesse Anderson, an industry veteran and author of “Data Teams,” is a big fan of data assessments: “It’s a mutually beneficial setup. Interviewees are given a fighting chance that mimics the real-world. Managers get closer to an on-the-job look at a candidate’s work and abilities.” Project-based assessments have the added benefit of assessing written communication strength, an increasingly important skill in the work-from-home world of COVID-19.
Finally, written technical project work can help avoid bias by de-emphasizing traditional but prejudicially fraught aspects of the hiring process. Resumes with Hispanic and African American names receive fewer callbacks than the same resume with white names. In response, minority candidates deliberately “whiten” their resumes to compensate. In-person interviews often rely on similarly problematic gut feel. By emphasizing an assessment closely tied to job performance, interviewers can focus their energies on actual qualifications, rather than relying on potentially biased “instincts.” Companies looking to embrace #BLM and #MeToo beyond hashtagging may consider how tweaking their hiring processes can lead to greater equality.
The exact form of data assessments vary. At The Data Incubator, we found that over 60% of firms provide take-home data assessments. These best simulate the actual work environment, allowing the candidate to work from home (typically) over the course of a few days. Another roughly 20% require interview data projects, where candidates analyze data as a part of the interview process. While candidates face more time pressure from these, they also do not feel the pressure to ceaselessly work on the assessment. “Take-home challenges take a lot of time,” explains Field Cady, an experienced data scientist and author of “The Data Science Handbook.” “This is a big chore for candidates and can be unfair (for example) to people with family commitments who can’t afford to spend many evening hours on the challenge.”
To reduce the number of custom data projects, smart candidates are preemptively building their own portfolio projects to showcase their skills and companies are increasingly accepting these in lieu of custom work.
Companies relying on old-fashioned brainteasers are a vanishing breed. Of the recalcitrant 20% of employers still sticking with brainteasers, most are the larger, more established enterprises that are usually slower to adapt to change. They need to realize that the antiquated hiring process doesn’t just look quaint, it’s actively driving candidates away. At a recent virtual conference, one of my fellow panelists was a data science new hire who explained that he had turned down opportunities based on the firm’s poor screening process.
How strong can the team be if the hiring process is so outmoded? This sentiment is also widely shared by the Ph.D.s completing The Data Incubator’s data science fellowship. Companies that fail to embrace the new reality are losing the battle for top talent.
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