Hiring Product Managers at Scale

In this post, I summarize a process that I recommend for hiring product managers at a growth company, adapted for a distributed hiring environment (most applicable to a company that will hire multiple product managers).

I’ve hired and trained over 40 product managers over the course of my career, and this draws on my experience as a product hiring manager and team lead.

What do PMs do at the company?

There should be alignment on the skills and roles of the product managers at the company before expanding the team.

I prefer a matrix structure (although has tradeoffs over the “studio lead”) where PMs work in partnership with a design and engineering (with around 5-10 engineers per PM, depending on the project) to own streams of work.

I also prefer that engineers and designers report to their own functional leads (not the PM) while PMs drive the scope and priorities of the projects.

Hiring process

It’s essential to have a clear hiring process and system both for the sake of your internal team and for the candidates. Most companies are incredibly disorganized about hiring, but a little bit of work can save a lot of time in the future, especially when hiring many folks for the same role.

Internal Team 

  • Recruiter: There should be a consistent point of contact for the candidate during their application process – ideally a recruiter. The recruiter communicates with the candidate, lays out the hiring process clearly, and moves them through the process. They act as a liaison between the hiring manager(s) and the candidate. They often do the initial resume screens and have an essential input into hiring because they get to know the candidate so well. 
  • Hiring Manager: The hiring manager is the person that is hiring for the role. They are the person who ultimately makes the decision to recommend the candidate as a ‘hire’ or ’no-hire’. This is typically a senior product leader.
  • Interviewers: Each interviewer should have a clear set of criteria that they use to evaluate the candidate. The interviewers should be excellent at the functional areas that they are evaluating candidates and hold the quality standard for the organization. The best people should be involved in late-stage interviews and this should be a core part of their job description.

Hiring Process

  • Resume screen: Internal and external candidates should submit a Resume / LinkedIn profile which should be screened upfront (recruiter + hiring manager). Candidates who pass this phase should move to a conversation with the recruiter, followed by the hiring manager.
  • Interviews: Interviews should consist of a standard set of, very well calibrated questions that can be asked by a variety of interviewers representing the different development functions (e.g. design, engineering, product, marketing). A structured hiring guide improves consistency and calibration, and can reduce bias from the hiring process
  • Central Tool/ATS: Interview feedback should be stored in a central place/tool (e.g. Greenhouse or Lever) and each interviewer’s feedback captured clearly (with a hiring recommendation). This allows us to both evaluate interviewers and the candidates – e.g. some interviewers bias towards higher or lower scores.
  • Written Exercise: If you are hiring in a distributed environment, try to find candidates with strong communication skills (particularly written skills) and clarity of thought. All candidates should complete a written exercise as part of their recruitment process which could include:
    • Break down a product you love – what you like, what you don’t like, how you would make it better (1 page)?
    • What is your favorite technological shift and why?
    • Write a ‘product spec’ to address a specific problem that the company has (better if it is a real problem).
  • Trial: If possible, ask the candidate if they would be open to a two-way trial (which is compensated) where they try and solve a real problem and collaborate with an internal team. This is time consuming (20-40hrs for the candidate, 5-10 hours internally) so very few candidates should go through this process if you decide to incorporate trials. You may filter out some good candidates because of the time commitment, but candidates who join are more likely to be successful.
  • References: I think that final candidates should be referenced checked by the hiring manager, especially if there are open questions. Backchannel references are the best (but avoid people at their current company) otherwise, ask the candidate for references. Here are some questions that I like:
    • How do you know the person? (gauge depth of relationship)
    • What are their strengths?
    • What are their areas for development?
    • What percentile would you put them in relative to similar folks in their position?
    • Would you hire them again?
  • Decision: For borderline candidates, the panel of interviewers should have a sync or async discussion – e.g. a private recruiting slack channel for hiring. The hiring manager is ultimately the decision maker. From start to finish, try and keep this process fast (e.g. under one month, and track the throughput).

Candidate experience

Candidates should have a great experience, understand how they are being evaluated and have consistent clear communication through the process.

  • Hiring Criteria: Candidates should understand the criteria by which they are being evaluated and the steps in your hiring process – this should be a templated email or a public blog post that you can send to product candidates.
  • Point of Contact: Candidates should have a clear point of contact (ideally the recruiter), to ask any questions about timelines and next steps.
  • Acceleration: If a candidate performs very well in early interviews or comes in through a trusted referral, they should be bumped up to the top of the queue or potentially skip steps so you don’t lose great people because of slow process.

How to Assess

When hiring, it’s important to be explicit about the skills you are looking for, and get a sense for where candidates are truly exceptional.

Here are the dimensions that I think you should use to assess candidates in the interview process:

  • Analytical Ability: AB Testing, Interpreting metrics, Data-informed decision making.
  • Product Judgment: System design, UX design to solve user / business problems, User Empathy.
  • Leadership: Inspiration, Influence, Team Empathy, Communication.
  • Execution: Prioritization, Project Management, Follow Through.
  • Technical Ability: Earn trust and respect from engineers as partners. Some roles will have a higher technical bar than others.

Each person on the interview team (3-5 people) should be responsible for evaluating the candidate along a subset of the interview criteria to create a balanced view. Ideally, interviewers would ask the same questions to each candidate to calibrate their answers and reduce bias. I suggest that each interviewer test at least 2 dimensions of the list.

I suggest looking for candidates with at least one ‘A’ level strength, particularly in harder-to-learn skills like analytical ability and product judgment. I much prefer ABC candidates over BBB candidates because it’s possible to design complementary teams with AAA skills in aggregate.

Candidates should also demonstrate strong domain knowledge, and passion for the product, company, and customer. If they have prepared, it goes a long way (and it’s surprising how many candidates are ill-prepared). If a candidate teaches me something new or helps me challenge my own assumptions, that is wonderful.

One counterintuitive thing is that the “harder interview processes” help convert the best candidates because it helps them believe that there is a high bar to join the company.


Other resources

Google PM Hiring Criteria

Google still values technical fluency and is a more engineering-led company.

  • Product Design: User experience, Design driven problem solving.
  • Analytical ability: Fluency with numbers, Using data to drive product decisions, dashboard design.
  • Technical ability: Understand technology and fundamental computer science principles.
  • Strategy: Go to market, Competitive analysis.
  • Culture: Googliness, Kindness, Leadership, Empathy.

Facebook PM Hiring Criteria

Facebook values analytics and execution and is a more product-led company.

  • Leadership and Drive: Influence, Self-starting, Motivation, Persistence.
  • Execution: Goals, Metrics, Prioritization. Understand, Identify, Execute.
  • Product Sense: A design exercise to solve a specific user or business problem.
  • Engineering fit: Do engineers want to work with you?

Product Manager Articles

Here are a few articles about product management that I pulled together, in case they are useful.

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