My Talent Assessment Framework

How to hire rockstars

Throughout my career, I’ve had the chance to hire several people and serve on countless interview panels.

As a result, I’ve developed a fairly pragmatic way to assess talent. The visual below is the lens by which I view most candidates. It might seem overly simplistic, but it’s proven to be effective. Let me explain.

Keep this handy. I’ll refer to it throughout.

*Thanks for coming back for more! I hope this newsletter is helpful whether you’re the interviewer or being interviewed, so stay with me. In the meantime, make sure to connect with me.

I spend a lot of time during interviews trying to assess motivational fit. I assume that the people I interview are technically competent for the role. Some of this is determined in the screening process, and I trust others on the interview panel will further confirm. Thus, for me, a lot of it comes down to whether this person is a good fit. With the manager? With the team? With cross-functional stakeholders? With the company?

So, how do I make this assessment? By plotting my assessment of their “Performance” and “Risk” on a Y axis.

The result is essentially a confidence interval. I’ve created a polar dynamic of upside and downside. The acceptable variance depends on many factors.

How I Define Performance

In this context, performance is multi-factorial, encompassing several things. The most obvious criterion is how they will perform in the role they’re being interviewed for. That’s most important.

Some performance elements can lead to what effectively amounts to bonus points.

Does the candidate have a specific skill set or experience that could elevate the team or organization?

Do they have a track record of innovative thinking and execution?

Do they thrive in ambiguity or need specific instruction?

As I said, there are a lot of things that can result in someone becoming a high performer. I’m trying to objectively assess their ceiling for both the role and, in some cases, their future development toward other roles.

How I Define Risk

Similarly, risk has many components, and few are related to competence.

Fair or not, one element of risk is lack of experience in Medical Affairs. This is especially true for field-based roles with a travel requirement. While I believe Medical Affairs is one of the best career paths that exist, it’s simply not for everyone - and travel can be a big reason. While it can be frustrating if you’re someone without experience, understand there’s a reason those requirements exist. Managers and companies are looking to minimize risk, and one of the easiest ways is to ensure candidates know what they’re in for.

More commonly, risk comes from disruptive behaviors independent of one’s ability to perform.

It’s worth noting that, as a manager, my willingness to tolerate and potentially coach through some of these issues will somewhat depend on the rest of my team. If I have a junior team that might be more impressionable, I will be reluctant to add someone with any history of negativity.

Candidates who jump from organization to organization or job to job can be perceived as risky. This isn’t always the case, and I allow people to explain. Sometimes, the narrative makes complete sense and becomes a positive for the candidate.

In summary, there are lots of potential risks that candidates can introduce. As we’ll discuss, sometimes those risks are not necessarily to themselves or their performance but to others.

But Tyler, how do you assess performance and risk reliably in an interview? Well, it’s honestly difficult. So, I rely on others to help fill in the blanks, where applicable.

Where I have direct experience working with someone, I can quickly assess whether they’re an A, B, C, or D. I have firsthand knowledge of their performance capabilities and have a sense of risk potential.

If I know a trusted colleague has direct experience with the individual, I inquire, and from there, I can reliably identify As, Bs, and Cs. My process makes it nearly impossible to identify a D, even when the feedback suggests that. That’s because I typically assign a little more risk to people I haven’t worked with previously. Most people over-index on individual performance, which causes them to underestimate the risk to the overall team. In an attempt to be professional, I find that people will emphasize the positives while minimizing the risks. So, if you tell me a person is a D (in your words), I’ll probably view them as a “B with upside.”

Sometimes, I don’t have direct experience working with a candidate or a trusted reference that I can consult. This makes things difficult. Typically, in this situation, I’ll want to spend more time with the candidate to have more input to form an opinion. Also, this results in projecting more variance than reality - on both components. It’s not a dealbreaker by any means.

Another Way to Look at Things

Maybe my original visual isn’t resonating, or you’re just a fan of 2×2 matrices. The graphic below is more or less the same framework in a different format.

I prefer the other view because, as I’ve discussed, neither performance nor risk is binary. So, this doesn’t allow for the necessary nuance.

Risk from a Candidate Perspective

If you’re a candidate, how can you minimize the real or perceived risk to a hiring manager or organization?

  1. Eliminate Unknowns - As I mentioned earlier, it's natural to overestimate risk for candidates I’m not familiar with. The larger your network of advocates, the less speculation comes into play, as you’ll have people to vouch for you.

  2. Tackle Risk Head-On - Find ways to address risks head-on during the interview process. Admittedly, this assumes you know what risks you might have from the hiring manager's perspective. If you do, subtly weave them into your responses to address their potential concern.

  3. Double Down on Performance - I’m sharing my framework, which isn’t how everyone views the world. If you’re a high performer, you should focus on that using objective examples. This is another way of saying focus on your strengths.

So, Who Should I Hire?

Fair question. A couple of things should be obvious.

If the candidate is a D - I want them on my team or within the organization. I’m constantly trying to identify these people, even if there isn’t a position for them now. I want to invest in them and convince others to do the same. While a team of all Ds might be problematic (lack of opportunities, etc.), that’s a solvable problem.

If the candidate is a C - There’s almost no situation I’d advocate hiring them.

Again, those are pretty straightforward. And, in my experience, talent is normally distributed - With Cs and Ds representing the tails.

So, the majority of candidates are likely As or Bs. Both are potentially hirable, but one might be preferred depending on the situation.

If I have a well-established team with tenure operating effectively, an A can be a solid addition to the team. They’re unlikely to disrupt things. They also have advantages if there’s a need to expedite the onboarding timeline for whatever reason. Essentially, a low-risk, plug-and-play option. It might not be ideal to have an entire team of As, but given the distribution curve and alternatives, they are prevalent in large Medical Affairs organizations.

The most difficult hiring decisions are Bs. They are potentially high performers but come with higher relative risk. Ultimately, the willingness to hire these candidates comes down to what drives their risk.

Suppose I’m building a new team from scratch that doesn’t have a traditional remit or existing ways of working. Assuming I could find an ambitious person who I was sure was bought into the vision, I would overlook a few risks. This might be the ideal role for someone who thrives in ambiguity and has a bias toward action, which might rub some people the wrong way. The candidate might also give signals they view the role as a stepping stone to their next role, but assuming they can meaningfully contribute and help establish the team, that might be a perfect fit.

As a hiring manager, I think it’s important to recognize risks you can tolerate and coach through. Often, risks are situational and get mitigated or amplified based on the circumstances and environment. It’s your responsibility to identify this.

Hire Cs, and you’ll quickly ruin your team or organization. Hire Bs and put them in a less-than-ideal situation, and you’ll also ruin your team or organization. Finally, even Ds pose a risk to the overall team you’re leading. Which is not to say you shouldn’t hire them. You should. But understand, it’s unlikely their peers will universally appreciate their success - many will see it as threatening. While that’s on them, it’s up to you to recognize and manage (being a people leader is really hard, a subject for another day).

Whether you’re hiring people or looking to get hired, hopefully, there was a nugget or two that was useful here.

I also hope this doesn’t come across as overly calculated or cold. People are complex. People are also incredibly important to the success of any Medical Affairs organization. It’s also worth noting that your assessment of an individual could change based on the specific role they’re being interviewed for!

So, this is how I objectively frame up variables given the usual constraints (most often time-related constraints) of the hiring process. Do you think about things differently? If so, let me know.

Until next week,

Tyler

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