The US has Relatively Low Rates of Hiring Discrimination. But you don’t believe it!

Do we have hiring issues in the US? Yes. Are many of those issues really bad? Yes. Is the US worse than most other countries? Hmmm…

There was a meta-field study done with over 200,000 job applicants (that’s a massive data sample) in 9 counties in Europe and North America. The study found there is hiring discrimination in every country, but some countries are worse than others:

What did the study find?

– The USA has one of the lower rates of discrimination while France and perhaps also Sweden have very high levels.

– If you travel the world, the findings are very surprising. If you have just sat your butt in the US, this is hard for you to comprehend with the US’s history of slavery, and you probably find this surprising. Turns out, many other parts of the world still act like discrimination isn’t happening and ignore they have a problem.

– Capitalism, in fact, is likely to predict less discrimination in hiring. Again, competitive hiring practices actually help decrease discrimination in the labor market.

The authors of this study are Lincoln Quillian, Anthony Heath, Devah Pager, Arnfinn H. Midtbøen, Fenella Fleischmann, and Ole Hexel. A very diverse group of academics from some of the top educational institutions in the world. Here is what they had to say about the study:

“National histories of slavery and colonialism are neither necessary nor sufficient conditions for a country to have relatively high levels of labor market discrimination. Some countries with colonial pasts demonstrate high rates of hiring discrimination, but several countries without extensive colonial pasts (outside Europe), such as Sweden, demonstrate similar levels. Likewise, the lower rates of discrimination against minorities in the United States than we find for many European countries seem contrary to expectations that emphasize the primacy of connection to slavery in shaping the contemporary level of national discrimination. These results do not suggest that slavery and colonialism do not matter for levels of discrimination, rather they indicate that they matter in more complex ways than suggested by theories that posit simple, direct influences of the past on current discrimination.”

And

“Low discrimination in Germany could be a result of distinctive hiring practices in Germany: Employees typically submit far more extensive background information at initial application than in most other countries—including, for instance, high school transcripts and reports from apprenticeships (Weichselbaumer 2016). This may reduce the tendency of employers to assume lower skills and qualifications among nonwhite applicants, which is one potential source of discrimination. If so, this suggests the importance of high levels of individual information about applicants as a method to mitigate discrimination (c.f., Wozniac 2015; Auspurg et al. 2018).”

So, France and Sweden are the most Discriminatory Countries in HIring?!

Well, not exactly. They are the most of this study of nine countries.

I would bet you would see higher rates of hiring discrimination in places like Japan, China, South Africa, etc. Why? How many non-Japanese do you see on the Japanese national team? How many non-Chinese? One non-Chinese, an American snowboarder, was in the winter Olympics, and that was the first one in their history. Now take a look at the US and the other European countries. All of them have multiple people from other countries on their national teams. Is that hiring? Nope, but it shows a willingness to welcome and evolve people from other countries in a very transparent way.

Just because other similar Capitalist countries tend to be more discriminatory in their hiring practices than the US also doesn’t make us better. There are still massive improvements that need to be made. I point all of this out because you will never see this type of study highlighted by the mainstream media most HR and TA leaders and pros read. This won’t be on CNN and Forbes. We love to act like every other country is so much better. They aren’t, and we aren’t. We are all struggling with getting better and closer to the same than most of us realize.

How do we stop boring conference sessions?

For decades I think we all had a hard time imagining conferences in a new way. Most followed, and still follow, a basic format of a full group morning keynote, followed by hour-long sessions throughout the day, followed by an afternoon day-closing keynote. Most of the design was directed by the continuing education community, which is why most conferences started.

You need one credit per session, and those sessions need to be at least one hour of ‘training’ or education.

Then TEDx came around, and people had 18 minutes to produce some of the most amazing content any of us had ever seen! DisruptHR-like events sprung up, and we got to see great content happen in 5 minutes! Many people started wondering, why the heck are we sitting here for one hour listening to people drone on endlessly when they could tell us all of this in half the time!?

There was a small study done around this concept. A researcher went to a conference and sat in 50 sessions. Within four minutes, he made the decision was this content was boring or not. Based on that, he also looked at the time the speaker went over or under their time, and his data showed him that boring speakers were more likely to go over their allotted time!

“For every 70 seconds that a speaker droned on (over their allotted time), the odds that their talk had been boring doubled.” 

So, if you ever sat in a boring session and thought, “Oh my, this is so boring, and it’s taking forever!” You’re right! The boring stuff does take longer!

As a speaker, all of these changes that conferences are making and testing are really exciting. Here’s what I’ve learned over the past 12 months with some of these new content configurations that are being tested:

The shorter amount of time you have to speak, the more time it takes to prepare really great content! It seems counterintuitive, doesn’t it? It should be harder the longer you have, but it’s not. If you have a short amount of time, your talk has to be really tight and practiced. If you have a long time as a speaker, you can wander around and come back to things.

Shorter segments of live content that are good are much deeper and less wide. The best short-range content goes really deep on one item, not surface level on many items.

The audience pays closer attention to shorter content. If you have an audience for an hour or more, they tend to come in and out. If you have them for 20 minutes, you are more likely to have them the full time, which means they’re more likely to call you out if you try and slide some B.S. by them!

Most non-speaker speakers really struggle with short content. Most speakers at a conference aren’t professional speakers. They’re practitioners. They need more time, not less, because they aren’t on stage enough to practice short, tight sets of content. So, they’re more likely to fail when doing short sessions.

Get ready for some exciting conferences in 2022 and 2023! Conference producers are really working to change things up and keep modern attendees engaged with the content at conferences, most now both in-person and virtual, and I personally love the challenge and the changes! If you’re building our budget for 2023, make sure you try and hit an in-person conference. To me, it’s one of the best ways to sharpen your saw and build a great professional network!

Why do you fight to keep what you have vs. fight for what you need?

I had a great conversation with the co-founder and President of Greenhouse Software, Jon Stross. Jon developed a model he calls the Hiring Maturity Model. Basically, it’s a scale or curve of where your recruiting department is in terms of technology maturity.

Part of that conversation was a fascinating piece about why we keep technology that isn’t moving us forward or making us successful. Don’t say budget! It’s not budget! Let me explain that.

What are the four reasons why we would rather keep stuff we have versus get stuff we actually need? 

1. We fear the pain of change. “Moving from one ATS to another ATS is hard work and takes years, and it’s just not worth it, Tim!” You’re wrong. It was that way when we had on-premise software, but with modern-day Saas platforms, this isn’t as painful by a mile! My most recent ATS change took six weeks, and we had zero downtime because we kept the legacy system going while we got used to the new system.

2. We fear short-term lower performance over the benefit of long-term gains. Well, it might not be great, but we know what we have. What if we change and it’s worse!? It won’t be because you will do your due diligence and research, and you’ll make sure it will be exponentially better! If what you have isn’t that good, you must be willing to build something better. Your organization needs you to do this.

3. We feel stupid and don’t know the technology enough to advocate for change. This is very legitimate. I feel stupid every single day about technology. I’ve got some stupid thing with my Macbook going on, and I can’t figure it out. And it drives me crazy! Demo. Demo. Demo. I felt stupid about our TA Tech space, and I just started demoing everything I could find, and it opened up a completely new world of what is possible in talent acquisition.

4. It was your call, originally, to get what you have, so bailing on it now looks bad on you. Do you still have an iPhone 4? No!?! What!?! Why not!? When the iPhone 4 was launched, it was AWESOME! Oh, wait, the iPhone 12 is better? Turns out, technology improves. What you thought was best two or three years ago is now a dinosaur in the technology world. So, just like IT, Finance, and Operations, it’s okay to say, hey, the tech we have now isn’t what we need today to stay competitive for talent.

Did I say demo? For the love of St. Petersburg, Demo! It’s the single best thing you can do to develop yourself around getting smarter about the technology in your functional professional area of expertise.

Too many of us keep processes and systems way too long for reasons that, when you really dig into it, don’t even make sense. “Well, Tim, we have to use this ATS because payroll is tied to it, and payroll says we can’t change.” Um, what!? Does payroll drive revenue for the organization? Does payroll find and develop talent for the future of the organization? Stop it! Stop the excuses.

Oh, Budget! 

I forgot it’s the pandemic. You don’t have a budget. Actually, you do. I mean, you’re already spending it on crappy software that isn’t working for you. Stop spending that, and you have all kinds of budgets! I have never met one CEO/CIO/CFO who, when shown a better, more efficient way of doing business wasn’t all in on giving it a try if it didn’t cost them more money. Same money? Okay, let’s do it!

Check out the Greenhouse podcast with Jon and me. He’s a great dude. I love his voice and cadence. I could listen to him all day!

What’s Your Beauty Premium at Your Remote Job?

If you know me, you know I love talking about beauty and attractiveness and the impact it has on work! We like to think that how you look has nothing to do with how you perform. Ugly people are told that from birth! “It doesn’t matter how you look, Timmy. You can still be great!”

Academically, that actually does prove out very well, in study after study. In fact, it’s kind of the opposite, and it might be the biggest thing no one talks about at work. This week the newest beauty study hit the street titled, “Student beauty and grades under in-person and remote teaching.”

Okay, I know you’re saying this says student, not employ, so it doesn’t count! Bare with me…

First, this is a legit study, not some vendor survey thing. This was done by a legit PhD at a legit university.

What does the study say?

  1. Both men and women have a beauty premium in terms of their performance. This means, that more beautiful you are in a university class, the more likely you are to be graded higher. (This is real!)
  2. With in-person classes, the beauty premium is the same for men and women. Basically, pretty boys and girls equally get an advantage in grading.
  3. With remote classes, the beauty premium only works for men!

Why does this matter to remote work?

If we know there is a beauty premium in human behavior when judging the performance of students, how hard is it really for us to believe our supervisors and managers also don’t have a beauty premium when it comes to determining work performance? I would argue that there is very little difference between the two judging activities.

This means as many of our jobs switch to remote, we now have an issue with women having their performance judged harsher than men when working in a remote environment because they will no longer get any beauty premium. Again, this only works with beautiful people. The ugly ones were already getting judged more harshly.

We love to believe that remote work favors females for a number of reasons. Saving time on the commute, easier to arrange care for kids and those they might be responsible for, etc. But now we have this issue!

The work beauty premium is real, and it’s not!

The beauty premium is measurable and has been proven in a number of studies. When judging people, we find it more difficult to judge pretty people harshly but easier to beat down ugly people. It’s not real because it’s totally an unconscious bias that even when we know it’s a problem, we ignore it and keep promoting pretty people over maybe higher performing people who aren’t as pretty.

I just find all of this so fascinating! Two-fold, one in that I’m not what any study would find as traditionally “beautiful” from the male standpoint, and that over a long period of time, centuries, genetically, this actually plays out across all cultures. While one culture might like light skin, tall, slender, and those people will have a beauty premium. Another culture might prefer dark, short, chubby people, and that beauty premium plays itself out.

I just need to find the one culture that likes gingers!

I’m back from London – What did I learn?

I was over in London during the 4th of July holiday. I hosted the DisruptHR London event and attended RecFest 2022. The weather was very un-London like in that it was amazing!

This was my third time in London and every time I learn a little more:

London –

  • Still the best mass transit system around. Nothing beats the Tube!
  • London is a better New York. Big city. Big city stuff to do. Smells wonderful and seems like a smaller city. Flowers everywhere. There’s so much to see.
  • Food is improving, but mainly that’s all the non-English food coming in.
  • Shopping is funny in London. So many people from different countries and middle east tourists love the gaudy logo brand clothing! The gaudier the better! They wait in line to get into the biggest brand name stores! Like, you never have to ask what they are wearing, you can read it clearly across their chest! The English, tend to not be so loud about their dress.
  • They still laugh at how much soda Americans drink, but that’s only because instead of drinking soda they drink the same amount of beer.
  • The English men dress exponentially way better than American men on average. Also, almost none of them wear shorts. I had folks comment on my “American” shorts, mostly that it was too cold for shorts. It was in the ’70s every day.
  • It’s one of the most diverse cities I’ve been to. You meet people from so many countries it’s unbelievable. And no one is complaining that England is trying to make the country their country. London is London, you came here, welcome to London. We’re going to stay being London, we hope you like it. If you don’t, you’re free to leave. That doesn’t mean they aren’t accepting and welcoming, they are. But they are also English, no matter your skin color or nationality.
  • I had drivers from six different countries – Afghanistan, Italy, South Africa, Iraq, Norway, and Croatia. Each one was excited to talk about America and all couldn’t wait to go back or go for the first time. They seemed truly excited. Also, unfortunately, most wanted to go to Las Vegas or New York. To them that’s America! This wasn’t normal driver chit-chat, these folks really wanted to talk about America and many had stories of them trying to get to America, but England was easier.

DisruptHR London –

  • Just an amazing group of HR professionals and speakers. The London HR crowd was so engaging.
  • We struggled to get 200 folks to sign up. Which is strange, but it’s really about advertising and marketing. Everyone who came raved about the event, but almost 100% said they had never heard of it. It felt like we hammered the marketing for eight straight weeks. Also, this was actually the 16th DisruptHR London, so it begs the question of who was coming to the first 16?!
  • If you’ve never done a 5-minute DisruptHR talk – as a speaker – it might be your greatest challenge! You must try one!

RecFest2022 –

  • 4,000+/- Recruiting professionals at an outdoor festival. Jamie Leonard, the founder of RecFest, hates when I call it the world’s largest Recruiting party, but it is! It’s also a festival and conference and it’s amazing.
  • It was a warm, sunny day, and I and like 50 other people had on our American shorts!
  • Word is, RecFest might be coming to America in 2022, but if you have a chance to go over to London for RecFest 2023, it’s a must-do!
  • People in the UK seem to love to queue (that’s standing in line, for Americans). When I arrived at the festival there were 1,000 people in the queue just waiting to get in! Eventually, they just opened the gates, then people went right back into the queue for coffee, food, and beer. I think the English just walk around looking to stand in a queue! That won’t work in America. Jamie and the crew will have to figure that out. If Americans stand in line for ten minutes, they’ll never come back!
  • There is nothing like this anywhere in the world! The RecFest folks truly have something special on their hands.

Digital Transformation of Work & Wellbeing – @SHRMLabs Report

I got invited recently to be a part of a think tank of sorts on a project with SHRM Labs and Techstars Workforce Development Accelerator discussing what technologies are needed to help navigate the new digital world of work. What the heck does that mean? Good question!

If you haven’t checked out SHRM Labs they are doing some amazing work around innovation, technology, and work. Led by Guillermo Corea, SHRM is working to take a leading stance on the technology that is built for HR. This isn’t your grandmother’s SHRM! Shout out to Hadeel El-Tashi, she has been amazing as well on the SHRM Labs team.

Basically, we have three types of worker environments right now:

  • Full On-Premise work
  • Hybrid
  • Full Remote

Full on-premise work we’ve been trying to build tech and processes around wellbeing for a long time. To limited success, for sure, but still, it’s been a long focus for technologists and HR for decades. Hybrid and Full Remote, while not new, were limited in use, so the focus was not there, then the pandemic thing happened and this had to ramp up really fast.

What we found is there are limited options for organizations to truly and robustly support their team’s well-being when they work remotely and in hybrid scenarios. Here’s the basis of the report:

This report highlights participants’ voices on each of these points. It proposes ways to foster work/life integration in remote- and hybrid work environments, followed by an exploration of elements that constitute a great employee experience and effective employee culture, closing with a discussion of how companies can attract (and retain) the best talent in the face of a tight labor market and the Great Resignation.

You can download the report here

What were our main findings:

  1. All organizations need to find ways to embrace flexibility in the workplace. Not just white-collar workers, but all workers. Flexibility and “All” is a difficult undertaking.
  2. Give employees agency and develop accountability. I call this one, treating employees like adults, but smarter people in the think tank had better words than me!
  3. Drive efficiency and asynchronous communication tools. Stop the non-stop stream of zoom meetings thinking that’s how you’ll communicate effectively with hybrid and remote workers.
  4. Personalize benefits and improve the employee experience. We still deliver benefits mostly like it’s 1970. Everyone gets a 401K match, even if that’s not your priority and you have student loans or want to buy your first house. Or we offer student loan repayment, but you graduated thirty years ago and paid off your loans, twenty-five years ago. One size fits most, is a crappy experience.

We also had findings around building digital culture and attracting more workers – you can download the report to check those out.

Overall, we’ve got work to do in HR as a total function, including TA, Talent Management, Learning, Benefits and Compensation, etc. This is invigorating for the field and there are so many passionate technologists in our space trying to help us develop great solutions for our issues.

I’ve been studying the technology in our space for the past decade and I’m always amazed that the process of what we need and what’s available is ever-evolving. The pandemic while awful, has opened up the world of work in ways we’ve been pushing to make happen for decades with little movement, then this tipping point happened and it’s like HR is being reinvented all over again.

It’s an amazing time to be in our profession!

You’re Not Smart Enough To Do That!

Don’t you think we should be IQ Testing certain individuals before they can move forward in certain life events? Let me give you some examples:

Things that should require an IQ Test before you are allowed to do them:

  1. Have and Raise Children.
  2. Posting on Social Media Platforms.
  3. Operating any type of vehicle that goes over 15 mph.
  4. Being able to mass email the entire company.
  5. Ordering a drink at Starbucks
  6. Investing in Crypto, stocks, real estate, basically any investment idea you can’t explain to me in one minute.
  7. Getting through TSA and boarding a plane.
  8. Joining an organized religion.
  9. Running for political office.
  10. Running with scissors.

On the flip side, there are a lot of things we shouldn’t be testings someone’s IQ:

  1. Most jobs.
  2. Filling out taxes in America. Do you mean that thing the government already knows the exact amount you owe, but they make you go through hell and back to figure out the same number?
  3. Attending college.
  4. Having civility towards others.
  5. Setting up email on your new cell phone.
  6. Streaming tv shows and movies on any device.
  7. Logging onto to wifi.
  8. Understanding extended warranties.
  9. Getting your medical care paid for.
  10. Navigating the college financial aid system.

Here’s what we are fairly confident about when it comes to selecting talent for organizations, in terms of what matters and what doesn’t. The most important factor in determining if someone will succeed or not follows this pattern:

#1. Job Sample. Simply put this is some sort of job preview assessment in which the person does a real portion of the job. Turns out, that if a person can do the job, that is the number one indicator that they can do the job!

#2. Cognitive Ability. Now you might think, “Oh, this is IQ!” And in a way you’re right. The second most correlated factor to job success is a person’s ability to be able to quickly understand and learn the job. So, it’s not all about smarts, but that certainly plays into it.

#3. Desire to do the job. Yeah, people who want to do the job you have, well, that tends to be a high predictor of success in doing the job! That makes sense. You can have someone who can do the job and learns quickly, but they hate the job. Those folks won’t be successful.

Therein lies a big problem we have in hiring and selecting people for jobs. Most of us don’t have a job sample type of assessment. Instead, we have flawed people (all of us) interviewing flawed people (all candidates) and making an assessment through our conscious and unconscious bias on who will be the best hire. And don’t even get started on the witchcraft science that is personality assessments!

So, how can we hire better people?

Knowing that job samples are hard to set up, hard to administer, and expensive, the most predictive thing you can do is institute the fastest assessment you can find around someone’s agility to learn. Part of this assessment will be measuring their cognitive ability. Within that will be some IQ, but more importantly how well and how fast they can learn. If you hire great learners, you will be farther ahead than most organizations.

Okay, what did I miss on who we should be IQ testing in the world? Hit me in the comments!

How to Improve HR Conferences Post-Pandemic

Hey gang, I’m on my way back from SHRM Talent in Denver and thinking about how we can improve the conference experience. My favorite conference to attend is SHRM Talent. Almost everyone I run into as a TA title and these are my people! Shared pain brings us all closer together!

I was having a conversation with an attendee with the premise, what if never had HR conferences, so we had no preconceived notions of what an HR conference should be, what would we do differently? Here are some of my ideas:

– Virtual conferences suck. The interaction is limited at best. I would love to see what Facebook/Meta spaces could be for virtual if we all had headsets in a virtual conference hall. So, I’m saying conferences should be in-person, but I know we’ll always have a virtual component moving forward.

– A one-hour+ presentation sucks. I actually don’t mind doing them because I love to hear myself talk! Also, in an hour you can fumble around and still get to the end with no problem. 15 -30 minutes you must be tight! You must get to the juicy stuff quickly! People pay greater attention to shorter time segments. We love TEDx presentations because they are 17 minutes and it leaves us wanting more!

– Every conference should have some sort of professional speed dating. The real reason we go to a conference is to expand our professional network, so we have folks to lean on when we need help outside our normal work network, which tends to be limited.

– Let’s say 500 people attend a session and on a scale of 1 to 10, let’s say 30 people give it an 11! They love it! They want more! Those 30 people should have some sort of way to set up additional times outside of the conference for further discussion and networking. Community building makes your conferences more sticky. 

– Don’t put everyone in dark conference ballrooms! Set up a stage outside in the sun and let folks get some vitamin D. RecFest in London is great at this. But you also have to have some balance for those who can’t take all the heat all day. But, if I’m in Vegas or Scottsdale in October, put a stage outside and let folks get some fresh air. We all need some recess! 

– More coordination amongst conference organizers. In 2022, this spring, I’ve already run into a week where there are 3 conferences going on in the same week that I want to attend. Can’t there be a big shared Google calendar? Hung Lee put one of these together but not enough conference organizers know about it, so they all plan their stuff in the same weeks.

– Better food and drinks. It’s 2022, and we can’t figure out what people want vs. these are the options we offer you? My kid’s high school can have a food court with 15 options, but somehow I’m paying $2,000 to attend an adult conference and I get dry chicken and wilted lettuce?! And never any diet Dew!? (Except SHRM Talent – Shoutout, I had diet Dew every day!)

– Put the best speakers and keynotes upfront. We do this dumb thing where we try and keep conference attendees to the end by putting the best content last. It doesn’t matter, 40% of the folks are taking off early. Every. Single. Time. Stop trying to force people to stay at your conference longer than they want. Just put the best upfront when everyone is there, and let the ones with average content get better with fewer people watching. Unless you have Oprah or Michelle Obama as your closing keynote, you’ll always have a big number taking off on the last day to get home at a decent time.

– Make attendees commit to expo demos. You get to come, but you actually need to do three demos. You think you’ll hate them, but you’ll actually learn something. If you don’t do them, you don’t get invited back. We’re here to learn and be better, it’s okay to place some expectations on attendees. I know this sounds stupid, but I think it would actually help HR Pros.

Okay, what are your HR Conference ideas?! Hit me in the comments, let’s come up with some awesome ways to make them better.

Should Corporate Recruiters Get Paid Salary & Commission?

First, shoutout to @Hervbird21 (Recruister) on Twitter for starting this conversation (Editor’s Note: Hervbird21 I don’t know who you are but send me a note and I’ll share your LinkedIn if you’d like) Also, take a look at the Twitter thread as there are some exceptional recruiting thought leaders who had thoughts on this subject.

Link to the thread

I’ve written about this a number of times over the years, but with the recruiting market being so hot right now, I’ve actually had a number of Recruiter compensation calls with corporate TA leaders trying to figure out three main things: 1. How do we retain our recruiters; 2. How do I attract more recruiters; 3. How do we reward great recruiting performance?

First, I’m all in on the fact that recruiters should be paid in a pay-for-performance model. That doesn’t mean that corporate recruiters, agency recruiters, and RPO should all be paid the same way. All three of those roles are different and should be compensated based on what the organization needs from each recruiter.

Let’s take a look at the Pros and Cons of Performance Pay for Corporate Recruiters

Pros:

  • You get more of what you measure and more of what you reward.
  • Your best recruiters will be compensated more, and higher compensation is tied to longer tenure.
  • Low performers and internal recruiters who actually hate recruiting will hate it and self-select out.
  • It will most likely raise individual recruiting team member performance in the aggregate.

Cons:

  • You will most likely have turnover with this type of change
  • Potentially, you could get behaviors that aren’t team-oriented. (IE., senior recruiters not helping junior recruiters)
  • Potentially, you could lower your quality of candidates as recruiters move quickly to gain performance comp. (the quantity over quality argument)
  • It actually might increase your compensation budget, initially, until you can find the model that is most effective.

Okay, wait, why did I say “potentially” on the Cons? Primarily, because it truly depends on the model design. Just making a decision to pay more for hires is ridiculous and leads to bad outcomes. But, developing a model that rewards individual performance that is based on recruiting behaviors that lead to better hires, quickly, and in a team setting, well, now you diminish the negative outcomes of pay for performance.

How could we make pay for performance work for corporate recruiters?

I’m not trying to dump on all the folks who commented on “Quarterly Bonuses” but stop that! “Quarterly Bonus” really means, “I don’t want to be individually measured and held accountable, but I also want more money on top of my great base salary”. Quarterly bonuses in most corp TA shops are a joke. They are usually based on Hiring Manager satisfaction and days to fill, two of the most subject measures that have zero correlation to better recruiting.

Also, internal recruiting pay for performance is not just a modified agency or RPO model. Corporate recruiters do much more than just recruit in most TA departments, so if you reward them to just recruit, understand, you’re just standing up an in-house agency model. Your internal recruiting model for corporate has to be unique to the job.

Some thoughts and ideas:

– Spend a bunch of time deciding what you actually want from your recruiters and from your function as a whole. Those two things must be aligned.

– Before going to a pay for performance model you need to get your arms around your recruiting funnel data. Otherwise, you’re just guessing at what and who to reward.

– In most cases, you can’t make the rewards the same because recruiters have different requisition loads and levels of position. Also, in most cases, certain areas of your organization hire at different times. So, get ready to test and be flexible to do the right thing at the right time.

– It’s okay if a recruiter makes more than you think if the model is producing what you want it to produce. Too often I hear from TA leaders that are like, “Jill is making too much!” But, Jill it killing it and the top recruiter.

– If you can’t get your head around paying for hires, pay for the behaviors and activities that lead to more hires.

– Start with a month or quarter test, make sure during the test no one will lose money. The goal is to try and reach some sort of outcome of better performance, to see if it can work. If they are only concerned they might make less money, you won’t truly see what can work or not work.

– It’s not about quality or quantity. It’s about quality and quantity. I’ve never led a recruiting team in a corporate or agency where good recruiters would ever send a crappy candidate on purpose. That just doesn’t happen, normally. If it did, that recruiter didn’t belong on the team.

I don’t believe in recruiting “team” rewards as pay for performance in most cases. Most teams are not designed and measured for “team” performance, so many on the team are getting the reward for a few doing most of the heavy lifting. You can still have team rewards, but you truly have to think about how you reward your most effective recruiters, short and long-term.

I think the ideal ratio for compensation for corporate recruiters should be 75% base salary and 25% pay for performance, where your best top recruiters can make 125% of their normal total comp if they are killing it. As I mentioned above, you will have recruiters quit because you have “recruiters” on your team that didn’t take the job to recruit, but to administer a recruiting process and collect a nice base salary.

Okay, tell me what I missed in the comments or if you have a model that is working you would like to share with everyone!

HireVue launches the HR Industry’s First AI Explainability Statement!

AI Explainability What?!

First, this is a big deal and I’ll explain what it all means and why you as an HR pro or Recruiting Pro should care.

AI is being built into almost every part of the HR and TA tech stack. Algorithms and Machine learning are having a massive impact on how we find, offer, develop, and promote talent in our workforces, so having an understanding of how this is happening is very important to the risk side of HR.

What is an AI Explainability Statement?

Basically, it’s the behind-the-scenes stuff you don’t think you want to know. It’s how the sausage is made, and it matters a great deal. You want to know that the tech you are using is reducing bias and not putting your company at risk of a lawsuit. You also want to know how and why your tech is doing what it’s doing.

HireVue didn’t have to do this. No one else has to this point. But, it’s important they lead with this as they probably have caught more flack than anyone else in our industry over how their technology was selecting one candidate over another based on some early testing they did with facial analysis technology, that they no longer use and haven’t in years.

What is HireVue’s AI Explainability Statement?

Okay, first, let me give you the overview because the actual statement is more like a white paper that is 29 pages long! Here’s the overview:

HireVue considers the ethical development of AI, candidate transparency and, privacy to be core values of the business. HireVue’s AI Explainability statement is the latest proactive step to ensure that its technology is at the forefront of emerging best practices in the use of HR hiring technologies. The Explainability Statement, together with previously commissioned independent audits, provides customers with meaningful information about the logic involved in HireVue’s technology. Together they are the latest tools to help companies understand the processing of personal data.

You can click here to read the full statement (and Yes, it’s worth a read if you’re using AI-based tools in your HR & TA Tech Stack!)

Why does this matter?

I’ll let the chief data scientist at HireVue explain:

Lindsey Zuloaga, Chief Data Scientist at HireVue: “Being at the forefront of defining the transparent and ethical use of AI and software is at the heart of what we do. Our mission is to create a level playing field for anyone seeking employment, reducing bias and providing organizations with a more diverse pool of talent. Deploying AI correctly and ethically, powers a significantly more consistent, less biased, more engaging screening process for recruiters and candidates alike. We believe there needs to be more transparency around its use in HR, this is why we’ve published our own AI Explainability statement, to best support our customers and educate the industry.”

Here’s what we know after using AI-based hiring tools for a few years now:

  1. AI does what it’s trained to do. So, if you train it inappropriately, it will act inappropriately.
  2. AI has the ability to significantly reduce bias and increase fairness in hiring as compared to manual processes where we just leave hiring to humans and our guts.
  3. We can constantly monitor and correct AI. We are less likely to constantly monitor and correct our human hiring managers.

Big Kudos to HireVue for being the first out of the gate to do something like this. They’ve taken a lot of criticism for some things they’ve built and tried in an attempt to make hiring better that didn’t go as they planned, but they’ve corrected and taken a lead within the industry from this learning. This is exactly what you want from a vendor you rely on to help you make consistently better hiring decisions.