Why Talent Management Should Be Treated Like a System
By Barbara Macherett
After 15 years working with tech companies, one thing still surprises me: the same engineers who obsess over architecture diagrams and deployment pipelines will often hire, onboard and manage people with almost no process at all. The rigor that goes into a product release simply disappears when the subject shifts to people.
I am not pointing fingers. I have sat side by side with hiring managers since my very first job, trying to understand how to detect whether a candidate could pick up Objective-C development. What I have seen consistently is that CTOs and engineers bring tremendous technical knowledge and meticulous precision to code and architecture. The problem is that building teams never gets the same treatment.
The Rigor Gap
Think about what your product would look like if you applied the same level of rigor to it that most companies apply to their people processes. No repeatable framework for what success looks like in each role. No post-mortem after a hire goes sideways. Training that gets recycled every quarter without ever being iterated on. Vague, inconsistent language when talking about skills and behaviors.
If your product shipped like that, it would break on day one. Everyone on your team would know it was broken. And yet with people, those same gaps tend to get accepted as normal.
What Systems Engineering Can Teach Us About People
My perspective is that talent management would benefit enormously from borrowing concepts and principles from Systems Engineering. I want to be clear about what I mean here: I am not suggesting that people behave like operating systems or that you can run commands on a team. People are complex and unpredictable in ways that no system ever will be.
What I am suggesting is that the thinking style transfers well. Systems Engineering asks you to define inputs and outputs clearly, to build feedback loops, to iterate based on real data and to make processes explicit enough that they can be measured and improved. Those are exactly the things that talent management is usually missing.
Four Questions Worth Sitting With
The first question is whether you have a real framework to define the skills and behaviors each role requires. Not a job description that gets copied from a template and updated every few years, but an actual framework that your team uses consistently to evaluate candidates and assess performance.
The second is whether you run a post-mortem after every hire. Not just when things go badly, but every time. What did you learn about the role? Did your assessment process predict what you actually saw once the person was in the seat? Most companies skip this entirely and then wonder why the same hiring mistakes keep appearing.
The third is whether your training evolves sprint by sprint. The best engineering teams treat their processes as living artifacts and update them continuously. Training programs, on the other hand, tend to sit in a folder and get dusted off once a quarter. If you would not ship the same code twice without reviewing it, there is no reason to deliver the same onboarding without asking whether it is still accurate.
The fourth is about language. How precise is the vocabulary your team uses when talking about talent? Vague language produces vague outcomes. If two people on your leadership team use the word "ownership" to mean completely different things, your hiring process is going to reflect that inconsistency in ways that are hard to see until the damage is done.
Treating People Processes With the Same Seriousness as Product
None of this requires a massive overhaul. It starts with deciding that the way you build teams deserves the same seriousness as the way you build products. It means being willing to define things clearly, measure outcomes and iterate when the results are not what you expected.
The companies I have seen do this well are not necessarily the ones with the biggest recruiting budgets or the most sophisticated HR tools. They are the ones where leaders take the time to think systematically about the people side of the business and treat it as something worth getting right.
Your product would never survive the kind of imprecision that most talent processes run on. The question is whether you are willing to hold both to the same standard.
