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How do you overcome domain hiring bias while looking for product roles?

Melissa Ushakov
GitLab Group Manager, Product ManagementMarch 7

Domain experience is not at the top of the list of things I look for in a candidate. I have changed domains a couple of times in my career and it has helped me get a richer perspective. For this reason, I prefer to see some variety in product management candidates. 

Domain experience can be a challenge in some scenarios and I have faced this problem in the past when interviewing for roles. There are a couple of techniques I have applied:

  • Do enough research to learn the fundamentals. It is important for you to be able to have basic conversations on the topic to have a successful interview. It also shows that you are proactive and interested in this domain. 
  • Take some time to outline a plan for how you would learn about this space. Create a document that you can share proactively with the hiring manager and if the topic arises with others. 
  • As I mentioned in another one of my answers, it's important for product managers to demonstrate the ability to learn new things. Talk about how you have learned new skills in the past. Specifically call out in your resume when you've had to learn a new domain or skillset for a role.
  • While you may not have domain knowledge, there's other relevant experience that you bring to the table. Domain knowledge isn't everything! Think about the best way to position your background with the company/role. Ask the interviewers what they are looking for in the ideal candidate. Then talk about how you would bring that to the role.
1096 Views
Anton Kravchenko
Carta Sr. Director of Product Management | Formerly Salesforce, MuleSoft, AppleMarch 14

I like to challenge those I hire with questions that don't fit the usual narrative. Below is an example of my Friday fun question:

Imagine humans decided to take the moon and push it through a giant rock grinder. The rock and matter that comes from another side of the grinder are dumped on earth. Question — would a human need an oxygen mask at the top of that rock structure?

I look for out-of-the-box thinking and thoughtful process to derive the answer.

416 Views
Vasudha Mithal
Care Solace Chief Product Officer | Formerly Headspace, Ginger, LinkedInDecember 5

Innovation is best achieved by diversity of ideas. Diversity can be achieved by many ways - one of which is including views from multiple industries and domains. While hiring for a generalist role, it is important to leverage interview questions that are going after the skill vs. domain knowledge - I try to use questions that are not from my current industry.

There are always a few specialist roles that require a deep understanding of the domain - but we're clear on those job requirements from the beginning vs. inviting generalists applications.

509 Views
Sheila Hara
Barracuda Networks Sr. Director, Product ManagementJanuary 31

To overcome domain hiring bias in product roles, emphasize the transferability of your PM skills and your aptitude for learning in your resume. Highlight experiences that showcase your adaptability, problem-solving abilities, and your knack for quickly grasping new domains. Stress on your track record of successfully managing products or projects across various industries, if applicable. Demonstrating a willingness to learn and adapt can be as compelling as specific domain experience, as the core competencies of product management are largely universal and adaptable across different domains.

407 Views
Orit Golowinski
Anima Chief Product Officer | Formerly GitLab, Jit.io, CellebriteApril 17

In the past year, while searching to recruit for product management roles at Jit.io, a DevSecOps platform focused on simplifying continuous security for cloud applications, I often seek candidates with developer backgrounds or experience in security tools. This preference stems from the belief that such individuals possess a deeper understanding of the target persona and domain intricacies, facilitating more effective product management.

However, to address domain hiring bias, I implement several strategies. Firstly, I prioritize internal referrals, recognizing the value of peer insights into a candidate's character and fit within the team. If a team member recommends someone, it indicates a level of trust and compatibility that transcends specific domain expertise.

Additionally, I design an assignment that assesses candidates' problem-solving abilities, curiosity, presentation skills, and overall approach to new challenges. This task is intentionally unrelated to the product domain, allowing candidates from diverse backgrounds to showcase their capabilities on an equal footing. It provides valuable insights into their adaptability and potential for learning new domains, which are essential qualities for successful product managers.

As someone who transitioned from different disciplines and domains myself, I understand firsthand that the ability to learn and adapt quickly is pivotal in product management. While domain expertise can be beneficial, it is not a definitive criterion for success. Ultimately, I prioritize qualities such as drive, passion, and a willingness to learn, recognizing that these attributes often outweigh specific domain knowledge in the long run.

459 Views
Mike Flouton
GitLab VP, Product | Formerly Barracuda, SilverSky, Digital Guardian, OpenPages, CybertrustOctober 1

I don't think you'll like this answer, but I'm just going to tell it like I see it. I'm not sure it's a good use of time trying to overcome domain hiring preference in general (note - I'm intentionally not using "bias" here because I think it's the wrong word). My personal feeling is I'd rather have a great product manager than a domain expert almost any day of the week. It's easier for people to learn a domain than it is to learn to be a great product manager. But pragmatically, I realize not everybody shares that opinion. There are examples of products in highly detailed, highly technical domains where the talent pool is rich enough where it's entirely feasible and reasonable to expect to hire a domain expert. I really just pragmatically don't see a lot you can do as a candidate to change somebody's perception on that matter.

It's very difficult to get a hiring manager's attention. Typically these days, folks are getting hundreds or thousands of resumes for open positions. And recruiters are looking for a very specific set of fields. Sure, there's the cliche advice on LinkedIn to find the hiring manager and network and reach out to them. I can tell you at GitLab, that doesn't work. We're very intentional about our hiring process. We do not allow hiring managers to interfere with the process because we don't want to introduce bias. There may be some organizations where there is some advantage to be gained in doing that. But frankly, I'd always rather optimize for the best possible candidate.

So I realize that's probably not a great answer to your question. I would say just don't spend time worrying about domain hiring preference. You can still apply for jobs if you don't have the quite right domain and hope to catch their eye. But I would probably not guess that you're going to have a lot of success changing somebody's mind on whether they need a domain expert or not for a position.

359 Views
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