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How AI Can Kill Your Company

Tuesday, February 11th, 2020

https://www.flickr.com/photos/mikemacmarketing/30188200627/in/photolist-MZCqiH-SjCgwQ-78gAtb-4Wrk4s-Dcx4UC-24s3ght-2dZfNaQ-8nBs97-5JpQEE-4GXcBN-RNNXQ4-2eo1VjR-29REGc9-3iAtU2-8SbD9g-2aDXanU-dYVVaB-5Pnxus-29Jabm7-2em8eRN-24DS86P-4KTiY4-87gbND-TnPTMx-UWXASW-fvrvcc-9xaKQj-2dviv8X-7Mbzwn-4WrkmQ-EPaCDj-dWTnJy-4zWGpJ-2fuyjjE-23y8cHC-4HEcBa-585oYX-jR9gc-dZ2ueo-dZ2v6o-2etej9U-dZ2A5J-4vuuEb-TrNV8b-dYVQKp-4HCFvt-6kBMSR-7JvXoF-3Ym8Sz-ShBxCm

Yesterday included a post about how tech has sold itself as the silver bullet solution to hiring people.

Algorithms actually do a lousy job of screening resumes and companies that rely on them miss a lot of great hires.

Why?

Because the only thing an algorithm can do is match key words and experience descriptions. Based on 13 years of tech recruiter experience I can tell you that rarely does anyone change jobs in order to do the same thing somewhere else, unless they hate their manager or the culture.

Not things that an algorithm is going to pick up on. Nor will the initial phone call usually made not by the hiring manager, but by someone who know little about the job other than to match the candidates responses to a list of “preferred” answers.

No discretionary knowledge based on the manager’s experience or the candidate’s potential.

We all know that management loves to save money and many of them feel that AI will allow them to reduce the most expensive item of their fixed costs, people — including managers.

Imagine an app giving you a quarterly evaluation—without a manager or HR rep in sight—and you have an idea of where this is potentially going.

What management forgets is that a company isn’t an entity at all. It’s a group of people, with shared values, all moving in the same direction, united in a shared vision and their efforts to reach a common goal.

It exists only as long as people are willing to join and are happy enough to stay — excessive turnover does not foster success.

So what do workers think about the use of AI/algorithms?

However, workers don’t necessarily like the idea of code taking over management functions—or hiring, for that matter. Pew research shows 57 percent of respondents think using algorithms for résumé screening is “unacceptable,” and 58 percent believe that bots taught by humans will always contain some bias. Nearly half (48 percent) of workers between the ages of 18 and 29 have some distrust of A.I. in hiring, showing that this negative perception isn’t going away anytime soon.

They are right to be distrustful, since AI is trained on historical datasets its “intelligence” includes all the bias, prejudices, bigotry and downright stupidity of past generations.

This is bad news for companies looking to “increase efficiency,” but great news for companies that recognize they aren’t hiring “resources” or “talent,” but people, with their infinite potential and inherent messiness.

Image credit: Mike MacKenzie

Ducks in a Row: Institutional Jerks

Tuesday, March 5th, 2019

 

https://www.flickr.com/photos/littlebiglens/33050548253/

(‘Jerk’ is used here as an umbrella term for bullies, manipulators, bigots, rotten attitudes, rudeness, cruelty, etc.)

Jerks have been around since the dawn of man.

In today’s workplace you can find jerks at any level of an organization.

It’s always been difficult to call out the jerks, because they are usually bullies and good at intimidation.

The rise of individual jerks, some of them extremely powerful, has fostered the rise of institutional jerks, also very powerful.

Some are in tech and run for companies that are household names — Facebook, Google, Amazon — others aren’t as well-known, such as Palantir.

However, you can find them everywhere, in politics — national, regional and local. In religion — any of them. And any other arena you want to focus on.

Their power is more far-reaching and they believe they are untouchable.

Sadly, they often are.

But how much worse is it when the institution itself is the jerk?

Talk about untouchable.

WeWork is on a role to lead the newest crop of institutional jerks.

The company acquired and plans to monetize software that tracks employees throughout a company.

Euclid’s website says the company is “focused on redefining the workplace experience of the future.” Translation: optimizing every aspect of the physical workplace so workers are their most productive.

Euclid does this by tracking how people move around physical spaces. Its technology can track how many people showed up to a meeting or to that after-work happy hour. The company can see where employees tend to congregate and for how long. It’s all done over Wi-Fi.

Sound creepy?

It is.

Governments are getting into the act, too.

While the legislation varies slightly from state to state, it generally requires contractors to install software that allows “automatic verification” of their hours billed. Some bills, such as those being considered in New Jersey, Pennsylvania and Rhode Island, are as exact as requiring a software solution that takes screenshots of “state-funded activity at least once every three (3) minutes” and store that data for seven years. The New Jersey and Pennsylvania proposals also require logging “keystroke and mouse event frequency.”

Now comes the question that the jerks never seem to think about.

How do you recruit talent, let alone top talent, into an environment that says up front, “we don’t trust you”?

As for the private sector, there is no way that any kind of monitoring or surveillance will remain secret — any more than salaries did.

Companies that choose not to go down that road will enjoy a more productive, creative and loyal workforce, not to mention one heck of a recruiting edge.

Image credit: Steve Baker

Ryan’s Journal: Why Look?

Thursday, February 21st, 2019

 https://www.flickr.com/photos/haydnseek/263234802/

I had a recruiter reach out to me today. It starts innocently enough. They connect on LinkedIn. 80% of the time after the connection it is complete silence from the recruiter. If I’m curious I will look at their site, but usually I don’t even do that.

I am in sales, so whenever I have these folks who connect and don’t speak, it confuses me. However, today I had a recruiter who connected then messaged.

I don’t mind these approaches, I get that they are trying to fill roles, but I am in a place now where I truly don’t care what role is out there. I’m happy where I am, I’m making a good living and the company is on a rocket ship of growth without VC money calling the shots.

This guy reached out and asked if I had time for a quick chat. I responded by asking what it would reference as I wanted some context. Instead he said a mutual connection suggested me and he had a need for my expertise. I’ll be honest, that sounds like BS to me.

My post here is to not bash recruiters, but to say you have to give context for a meeting. The old trick of creating curiosity in a prospect by dangling something in front of me doesn’t work. You know what does work?  An explanation of a career path or role that is too exciting not to consider. A company that has a culture that promotes success.

For this recruiter the answer will be a solid no for my time. I asked twice for context, didn’t get it and quite frankly don’t care to pursue it further.

Image credit: Bill Ohl

If The Shoe Fits: Plato’s Soft Success

Friday, August 4th, 2017

A Friday series exploring Startups and the people who make them go. Read all If the Shoe Fits posts here.

5726760809_bf0bf0f558_mEngineers constantly channel Wernher von Braun, “One good test is worth a thousand expert opinions,” preferring AB tests and data points to anecdotal evidence or everyday been there/done that experience.

This is a serious problem for most founders who are

  • engineers, and
  • inexperienced (AKA, young).

Tests, no matter how good, and data points fail miserably when it comes to hiring people, let alone managing them.

Proof of this comes from no less a data embracer than Google, which scrapped an algorithm that was supposed to predict successful hires, its famed brain teaser questions and rigid responses to recruiter questions.

Such was the experience of Quang Hoang and his two partners when they started Birdly, which pivoted three times before finding a solid product/market fit.

…the tumult alienated most of Birdly’s employees, who quit. Hoang attributes the turnover to his own inexperience as a manager.

We, along the way, made many mistakes in management,” Hoang tells Business Insider. “We lost many great developers.” 

Enter Plato, a new name and a new team, focused on providing techies with soft skill mentoring.

The idea, says, Hoang is that an engineer’s education is focused heavily on “hard skills” around programming and systems design. The rest has to be learned. And for programmers-turned-leaders, it’s often the “soft skills,” like management and leadership, that need the most attention.

To people such as myself, who for decades have been involved in teaching and honing those skills in managers across all fields, not just tech, it’s more of a ‘duh’ factor.

But that’s OK; just don’t call it “thought leadership.”

Most great management concepts and skills aren’t decades old, they’re centuries old, constantly updated using language that will resonate with the current target audience.

Probably one of the best pieces of leadership/management advice comes from Lao Tzu and dates to the fourth or fifth century BC; I’ve quoted it multiple times over the last ten plus years.

As for the best leaders,
the people do not notice their existence.
The next best,
the people honor and praise.
The next,
the people fear;
and the next,
the people hate…
When the best leader’s work is done,
the people say, “We did it ourselves!”
To lead the people, walk behind them.

Difficult advice to follow in a world of personal brands and excessively large egos.

Image credit: HikingArtist

How to be Dumb as Google

Wednesday, October 26th, 2016

https://www.flickr.com/photos/ficusrock/5716144109/

When it comes to hiring, as Forrest Gump would say, “stupid is as stupid does.”

And stupid is using recruiters who think the only “right” answer to a technical question is the one written on a sheet of paper. (Note that “technical” can refer to the specifics of any field, although in this case it was software.)

No knowledge or understanding of the subject; just the blind focus on the written words — kind of like talking to customer service when the rep keeps repeating their script no matter how you phrase the question — and no recognition that they may wrong.

The call started off well but as the interview progressed, Guathier got an increasing number of questions wrong. His frustration grew as he tried to discuss the answers with the Google recruiter only to find that the recruiter wanted the exact answer in the test book even if alternative solutions were better.

The company is Google and it should be noted that they approached the candidate, as opposed to his applying.

Way back in 2007 Google announce that they had developed an algorithm to screen candidates.

It didn’t work.

Google was also famous for its brain-teaser questions.

Only, according to Lazlo Block, SVP of People Operations, they are a lousy predictor of success.

“Part of the reason is that those are tests of a finite skill, rather than flexible intelligence which is what you actually want to hire for.”

The value of elite colleges and high grades was publically debunked in a 2013 story about the prevalence of grade inflation.

Not all Google’s efforts fall in the stupid category; block’s efforts to educate both management and workers about bias is definitely a smart move.

But locking technically ignorant recruiters into accepting only set responses to tech question rates right up there with algorithms and brain-teasers. And I say this as someone who was a tech recruiter for more than 12 years.

Of course, managers’ interviewing skills won’t matter, since  the best, most knowledgeable, most creative candidates will be screened out before they ever see them.

Image credit: Chris Pond

Ducks in a Row: SAP’s Smart Hiring

Tuesday, July 19th, 2016

https://www.flickr.com/photos/treehouse1977/4664642792/

Some companies look spend millions in recruiter fees and poaching candidates from their competitors; others are more creative.

Those in the second category are open to staffing solutions far outside the box — even the standard race/creed/color/gender/national origin diversity box.

It’s called neurodiversity — those with some kind of cognitive disabilities, such as people with  Autism Spectrum Disorder (ASD).

What do you do when you have highly repetitious work that also requires a high degree of intelligence — like software testing?

That is actually a viable description of people with ASD.

Of course, that means hiring people who, for most people, aren’t the most comfortable to be around.

Roughly 60 percent of people with ASD have average or above average intelligence, yet 85 percent are unemployed.

For smart companies, such as SAP, that group is a goldmine of talent and five years ago it set a goal to have 1% of their workforce comprised of individuals with ASD.

Hiring people with ASD isn’t about charity or financial exploitation; it’s about gaining a competitive advantage and partnering with Specialisterne goes a long way to providing the right program.

So far (as of 2013) about 100 people have been hired [by SAP] for jobs including software developer or tester, business analyst, and graphic designer, and pay is commensurate to what others in those jobs earn.

SAP use an analogy that individuals are like puzzle pieces with irregular shapes.

“One of the things that we’ve done historically in human resource management is, we’ve asked people to trim away the parts of themselves that are irregularly shaped, and then we ask them to plug themselves into standard roles,” says Robert Austin, Professor of Information Systems, Ivey Business School. “SAP is asking itself whether that might be the wrong way to do things in an innovation economy. Instead, maybe managers have to do the hard work of putting the puzzle pieces together and inviting people to bring their entire selves to work.”

That approach can benefit other forms of diversity like race, gender, and sexual orientation.

“Innovation is about finding ideas that are outside the normal parameters, and you don’t do that by slicing away everything that’s outside the normal parameters. Maybe it’s the parts of people we ask them to leave at home that are the most likely to produce the big innovations.”

Read the article and then decide what’s best for your organization.

Good bosses won’t have a problem with the approach; the rest will whine and resist.

Flickr image credit: Jim Champion

The Long Tail of Arnnon Geshuri

Wednesday, January 27th, 2016

https://en.wikipedia.org/wiki/Wikipedia:Wikipedia_Signpost/2016-01-13/News_and_notes#/media/File:Arnnon_Geshuri_-_January_2016_by_Myleen_Hollero.jpg

Some bad actions seem to have a much longer tail than others and are more personal.

The length of the tail also seems related to how much the breach affects “people like me.”

The proof of this is happening right now and playing out in social media. It started with the addition of a Wikipedia board member.

Nearly 200 Wikipedia editors have taken the unprecedented step of calling for a member of the Wikimedia Foundation board of directors to be tossed out. (…)  “In the best interests of the Wikimedia Foundation, Arnnon Geshuri must be removed from his appointment as a trustee of the Wikimedia Foundation Board.”

Geshuri played a central role in the “no poach” scandal (where a number of top companies, like Apple and Google, agreed not to recruit from each other) that has had lasting effects on countless careers.

Although I’ve said many times that past performance does not predict the future and I firmly believe in second chances there are caveats.

One is that the the person agrees it was wrong, takes responsibility for their share of the action and accepts some kind of punishment — whether a monetary fine, jail time or just a public statement.

When it’s an ethical lapse, as in this case, I consider if the person should have known better — which Geshuri should have.

However, this wasn’t just an ethical lapse; both the scheme and his actions were illegal.

And there is no question that as a high ranking HR professional he did know it was both illegal and unethical and was in an excellent position to assess the long-term damage it would do.

Geshuri was actively involved along with facilitating others.

Therefore, I tend to agree with the editors that he doesn’t belong in an organization that runs of pure trust.

But I am just as sure he still has a great career path in most of corporate America, where they would understand (and in some cases even condone) what he did, as well as in politics, where both the criminal and civil breaches would just be business as usual.

Image credit: Myleen Hollero / Wikimedia Foundation

Entrepreneurs: the Chief Hustler

Thursday, June 26th, 2014

kg_charles-harris

As the CEO of a startup, I’m really nothing more than the Chief Hustler. 

I hustle to attract team members, capital, advisors, etc.  I also hustle to ensure that we’re moving along quickly enough to be ahead of the market, though resource constraints and ambiguous choices always want to slow us down. 

The ability to attract resources (team, capital, etc.) is probably the most important job that I have – most people who write about the startup CEOs job mention the visionary, cultural or managerial aspects of the job.  For me it’s the constant hustling.

My hustle starts as soon as I wake up in the morning – pick up my iPhone and start reading and replying to emails at around 04:30.  Then I move on to reading articles from news sources, keeping an ever vigilant eye out for potential competitors (especially ones with abundant funding or interesting technologies).  There is an element of a negative flutter in the stomach whenever I come up on one of these – how will they affect the market, will they try to poach my carefully developed team, what is their technology basis, how do I find out more about them…

As a hustler, I’m basically a sales person. 

I’m selling investors, potential team members and anyone who wants to listen or who can potentially affect the development of what we’re building in a positive manner.  And as a hustler, there has to be a little of the “confidence man” in me – providing security where none can be had.  Making people believe that the impossible is possible, not because I’m trying to cheat someone out of hard earned cash or time, but because I truly believe it myself, and with their help it will come closer to being reality.  Hustling to create something out of nothing.

This hustler is very grateful for the people he’s getting the pleasure to work with to create something that is slated to be industry changing.  I just got a sneak peak of the UI/UX and I’m really happy with the initial cut.  Of course, it will have to be completely redone after our beta trials, but it’s so revolutionary that I’m now getting positive flutters in my belly – the kind of excitement that makes me want to shout from the roof-tops, “We’re coming!” 

But I have to temper my excitement – we still have a long way to go.  Months of hard work with the team, more delays and disappointments, and more insecurity about whether we’ll succeed or not.  Every day, however, is a joy because of the people I have around me; my woman, my friends, my family, my team.   To say “my” doesn’t clearly denote how I feel – not ownership, but privilege in being able to be part of their lives and have them in mine.

This is the essence of entrepreneurship at its best – good people, good goals, good development and good prospects.  It’s a pity that it isn’t always like this.  It does, however, make me appreciate the good times when they are here.

Thank you all.

Ducks in a Row: Once Again Old is New

Tuesday, March 18th, 2014

http://www.flickr.com/photos/haerold/443213004/

I find it amusing how frequently I read something that is presented as totally new when, in fact, it was done decade(s) previously.

In this case, it was the agreement not to poach each others engineers, supposedly masterminded by Steve Jobs.

Just how far Silicon Valley will go to remove such risks is at the heart of a class-action lawsuit that accuses industry executives of agreeing between 2005 and 2009 not to poach one another’s employees.

The last time I remember this happening was in the late Seventies/early Eighties by the HR organizations in a group of semiconductor firms, including National Semiconductor, AMD and Intel, among others I can’t remember.

The story was broken by a gossipy semiconductor-focused newsletter to which everyone in the Valley subscribed, shared and denied reading. (Sadly, I can’t remember the name, although it was published by an individual who lived near Santa Cruz.)

Word was that being caught reading the newsletter could get you fired.

When the information surfaced it was the EEOC that fined the companies involved.

It was a stupid corporate move then and just as stupid now, but back then the workers affected didn’t do anything; how times have changed.

Flickr image credit: Harold Heindell Tejada

Recruiters

Wednesday, August 1st, 2012

http://www.flickr.com/photos/bdpacharlotte/5536075322/Recruiters are some of the most loved/hated/annoying people that candidates interact with whether looking for a job or an opportunity—a job pays the bills, while an opportunity moves your career—it’s nice when they are one-in-the-same.

What candidates need to keep front and center is that helping someone, no matter how good, is not recruiters’ primary focus.

Their focus is getting paid.

Recruiters get paid by filling a company’s open req.

Marketing a candidate is done with the primary goal of getting access to that company’s/manager’s open reqs and a contractual obligation to pay the recruiter.

A marketable candidate is not necessarily the best candidate available, but the candidate most likely to be “sold” successfully.

That judgment is based on the current needs of the marketplace and the number of similar positions in the target companies.

To actively market people who hold senior positions, have esoteric skills, are in large supply, or do not fit the general parameters of the recruiter’s normal market is not a good recipe for success.

Therefore, the decision to market or not to market has very little to do with candidate skills and everything to do with recruiters’ desire/need to spend their time productively.

The problem is that most recruiters are reluctant to explain.

Like most folks they are uncomfortable saying no, they don’t want to hurt the candidate’s feelings or they just can’t be bothered (this goes for hiring managers, too).

I have always contended that it is far worse for a candidate to think something is happening when it’s not than to be told the truth.

Disclaimer: Other than helping clients make staffing a core competency I’m long out of active recruiting, but it seems ridiculous to me that in these days of networking and DIY-everything trusting your future to a stranger when you are on the lowest rung of their priority ladder (after self and client) isn’t the smartest thing to do—and it never was.

Flickr image credit: BDPA Charlotte – IT Thought Leaders

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