interview_prep_doc / art_s5CLEEKdVC0

Content

{
  "markdown": "# Benchling Interview Prep\n## Questions to Ask Erik Nichols\n\n---\n\n## 1. Interviewer Summary\n\nErik Nichols is a Recruiter at Benchling focused on Product teams. With nearly eight years at the company, he is one of the longest-tenured people on the talent side \u2014 a rare signal of genuine belief in the mission. Before Benchling, he built his recruiting lens at Asana, Nextdoor, Lookout, and Sun Microsystems, giving him a strong pattern-match for what strong product and engineering talent looks like across growth-stage companies.\n\nBecause Erik is a recruiter rather than a hiring manager or PM leader, this conversation will be shaped differently than the technical or product-strategy rounds. Expect the focus to land on:\n\n- **Culture fit and communication style** \u2014 can you articulate your work clearly to a non-technical audience?\n- **Career narrative** \u2014 does your arc make sense, and does it point naturally toward this role?\n- **Candidate presentation** \u2014 how do you show up, how do you listen, how do you ask questions?\n- **Logistics and alignment** \u2014 compensation, hybrid expectations, timeline, and genuine interest in Benchling\n\nThere is no direct company overlap between you and Erik, but his time at Asana \u2014 a developer-productivity and collaboration platform \u2014 gives him useful intuition about platform-oriented PM candidates. His long tenure at Benchling means he has seen multiple hiring cycles, company phases, and PM archetypes succeed and fail. That institutional memory is genuinely valuable, and the best questions you can ask will invite him to share it.\n\nThis is not a round to skip or treat as a formality. Erik controls the gate to the rest of the process and will form a strong impression of how you think, how you listen, and whether you've done your homework.\n\n---\n\n## 2. Best Questions to Ask Erik Nichols\n\n---\n\n### A. Interviewer Experience and Rapport\n\n**Question 1**\n\n> **\"You've been at Benchling for nearly eight years \u2014 that's rare tenure in recruiting, especially in the Bay Area. What's kept you here, and how has the company's direction evolved in ways that have made it feel worth staying?\"**\n\n**Why this is a good question:** A recruiter with eight years of tenure has lived through Benchling's arc from lab-notebook software to AI platform for biotech R&D. This question invites Erik to share his authentic perspective on culture and company trajectory \u2014 information he is uniquely positioned to give and that no job description can replicate. It also signals that you noticed something specific about him, not just the role.\n\n---\n\n**Question 2**\n\n> **\"You came to Benchling from Asana, which was very much a team-productivity and developer-collaboration platform. How did that experience shape the kind of product talent you look for \u2014 and do you see parallels in how Benchling thinks about its own platform?\"**\n\n**Why this is a good question:** This builds genuine rapport by referencing his actual background, not generic flattery. More practically, it surfaces how Erik mentally frames \"platform PM\" talent \u2014 which directly helps you calibrate how to position your own platform infrastructure experience from Intuit. Your work on developer frameworks, the ICE platform, and the GCP-to-AWS migration has the same internal-customer DNA as Asana's tooling.\n\n---\n\n**Question 3**\n\n> **\"Having recruited for Benchling's product teams across multiple hiring cycles and company phases, what's the most meaningful shift you've seen in what the company needs from product managers \u2014 say, compared to three or four years ago?\"**\n\n**Why this is a good question:** This leverages Erik's longitudinal view of the company in a way no other interviewer can match. The answer will tell you what \"great\" looks like *right now* \u2014 not what the JD says, but what has actually changed in the bar and expectations as Benchling has scaled.\n\n---\n\n### B. Role and Team Dynamics\n\n**Question 4**\n\n> **\"For this infrastructure PM role specifically, what does the first 90 days typically look like in terms of onboarding into the engineering teams and getting up to speed on the existing roadmap?\"**\n\n**Why this is a good question:** This is practical signal about ramp expectations \u2014 whether there is a structured onboarding path or whether the PM is expected to self-direct from day one. Given that the JD describes a role that requires building trust with engineering teams and inheriting an existing roadmap, the answer will tell you a lot about how set up for success you would actually be.\n\n---\n\n**Question 5**\n\n> **\"The JD mentions this PM will coordinate across orgs and share program management responsibilities with an engineering manager counterpart. Can you tell me more about how that partnership is structured \u2014 is there an EM already in place, and how have those partnerships worked historically?\"**\n\n**Why this is a good question:** The PM-EM relationship is load-bearing in an infrastructure role. Surfacing whether the EM counterpart is established or in flux \u2014 and whether prior dynamics have been healthy \u2014 is important for understanding the actual working environment, not just the org chart.\n\n---\n\n**Question 6**\n\n> **\"When you think about the candidates who have thrived in infrastructure or platform PM roles at Benchling versus those who struggled, what's the most common differentiator you've observed?\"**\n\n**Why this is a good question:** This is one of the highest-signal questions you can ask a recruiter. Erik has pattern-matched across many candidates for this type of role and will give you direct, candid insight into what to emphasize and what pitfalls to avoid \u2014 far more useful than anything you could infer from the JD alone.\n\n---\n\n**Question 7**\n\n> **\"Is this a backfill, a new headcount, or an expansion of an existing team? And if it's a backfill, is there anything about what worked or didn't work previously that shaped how the JD was written?\"**\n\n**Why this is a good question:** Understanding the origin of the role reveals unspoken expectations and potential landmines. A recruiter is often the right person to ask this diplomatically \u2014 they know the history without being the hiring manager who lived through it. Frame it with genuine curiosity, not skepticism.\n\n> *Softer phrasing if needed:* **\"I always find it helpful to understand the context behind a role \u2014 is this building on an existing team, or is it filling a gap that's been open for a while?\"**\n\n---\n\n### C. Technical Environment and Process\n\n**Question 8**\n\n> **\"The role mentions partnering on cloud economics \u2014 spend forecasting, commitments, credits, vendor roadmaps. Is that a new area of focus for this PM, or has it been part of the infrastructure PM charter for a while?\"**\n\n**Why this is a good question:** This helps you understand whether cloud economics is a mature, established practice at Benchling or a greenfield area the new PM will be expected to build. That distinction matters for how you frame your relevant experience \u2014 specifically your work leading the Mailchimp GCP-to-AWS migration and the capacity planning work you did at Kaiser Permanente.\n\n---\n\n**Question 9**\n\n> **\"From a recruiting lens, when engineering interviewers evaluate a PM candidate for infrastructure, what are the technical signals they tend to weight most heavily \u2014 is it depth in a specific domain like observability or cloud cost, or more general systems intuition?\"**\n\n**Why this is a good question:** Erik has watched many candidates go through this interview loop and can give candid signal about what the engineering interviewers are *actually* looking for \u2014 not just what the JD implies. This helps you calibrate your technical narrative for the rounds ahead.\n\n---\n\n### D. Culture and Working Style\n\n**Question 10**\n\n> **\"The JD emphasizes making and holding prioritization calls \u2014 including saying no to senior stakeholders. How does Benchling's culture actually support a PM doing that? Is there executive air cover for infrastructure investment, or is that something the PM has to build from scratch?\"**\n\n**Why this is a good question:** This tests whether the stated expectation matches the cultural reality. A recruiter with eight years of tenure has seen how leadership actually behaves, not just what the JD says. The answer will tell you whether \"hold the line on prioritization\" is a genuine cultural value or an aspirational statement.\n\n> *Note:* Frame this as curiosity about how the company enables success, not as skepticism about whether the culture is functional.\n\n---\n\n**Question 11**\n\n> **\"Benchling mentions AI fluency as foundational to how everyone works. What does that look like in practice for a PM on the infrastructure side \u2014 are there specific tools or workflows the team has adopted, or is it more of an individual practice?\"**\n\n**Why this is a good question:** This is directly relevant to the AI exercise mentioned in the JD, and it signals genuine interest in integrating AI into your workflow \u2014 which you already do extensively across your Streamio and Fintellect work. It also opens a natural door to share how you use AI today without it feeling like a sales pitch.\n\n---\n\n**Question 12**\n\n> **\"The hybrid policy is Monday, Tuesday, Thursday in-office. How does the team actually use those in-office days \u2014 is it structured collaboration time, or more of a presence expectation with organic interaction?\"**\n\n**Why this is a good question:** Practical and important for evaluating fit, and it shows you're taking the logistics seriously rather than treating them as a checkbox. The answer also tells you something about the team's working culture \u2014 whether in-office time is intentional or performative.\n\n---\n\n### E. Growth and Development\n\n**Question 13**\n\n> **\"For a PM who comes in strong on the infrastructure and platform side but wants to grow their influence on Benchling's broader product direction over time \u2014 is that a path that's been navigated before, or does the infrastructure PM role tend to stay fairly siloed?\"**\n\n**Why this is a good question:** You have deep AI/ML experience \u2014 from your NeurIPS-published protein structure work to your RL post-training workbench \u2014 and you'll want to understand whether there's a trajectory toward Benchling's AI scientist vision over time. Ask this with genuine curiosity, not as a signal that you see the infrastructure role as a stepping stone.\n\n> *Softer phrasing:* **\"I'm genuinely excited about the infrastructure scope \u2014 I'm also curious whether PMs in this area tend to develop deep domain expertise over time, or whether there are natural ways the role expands as the company grows.\"**\n\n---\n\n**Question 14**\n\n> **\"What does professional development look like for PMs at Benchling \u2014 are there formal programs, mentorship structures, or is it more driven by the individual PM and their manager?\"**\n\n**Why this is a good question:** Signals long-term orientation and helps you evaluate whether Benchling invests in PM growth or expects self-directed development. It also opens a natural conversation about what success looks like beyond the first year.\n\n---\n\n### F. Strategy and Vision\n\n**Question 15**\n\n> **\"Benchling's positioning as an 'AI platform for biotech R&D' is compelling \u2014 but infrastructure is often the unglamorous enabler of that vision. How does leadership communicate the strategic importance of infrastructure investment internally, so the team feels connected to the bigger mission?\"**\n\n**Why this is a good question:** This tests whether infrastructure is treated as a cost center or a strategic asset at Benchling \u2014 which directly affects the PM's ability to build the business case the JD describes. It also shows you've thought carefully about the organizational dynamics of the role, not just the technical scope.\n\n---\n\n**Question 16**\n\n> **\"The JD mentions helping engineering teams 'anticipate future needs and make strategic long-term investments.' With Benchling's AI scientist vision accelerating, what are the infrastructure bets the company is most focused on right now \u2014 scale, reliability, cost, or something else?\"**\n\n**Why this is a good question:** This surfaces the actual strategic priorities you'd be walking into and demonstrates that you've connected the JD to Benchling's public product direction. It also gives you useful context for the hiring manager and engineering rounds ahead.\n\n---\n\n**Question 17**\n\n> **\"From your vantage point recruiting across the product org, where do you see Benchling investing most heavily in headcount over the next year \u2014 is infrastructure a growing priority, or is most of the growth on the application and AI product side?\"**\n\n**Why this is a good question:** A recruiter has a unique org-wide view of where investment is actually flowing. The answer will tell you whether this role is a strategic priority or a gap-fill \u2014 and whether the infrastructure team is growing or holding steady.\n\n---\n\n### G. Shared Context and Rapport\n\n**Question 18**\n\n> **\"I noticed you recruited at Asana, which was deeply focused on team productivity and developer collaboration tooling. My work at Intuit on developer frameworks and platform infrastructure had a similar internal-customer orientation \u2014 PMs serving engineers rather than end users. Did that experience at Asana shape how you evaluate platform-facing PM candidates differently than consumer or growth PM candidates?\"**\n\n**Why this is a good question:** This builds genuine rapport by connecting Erik's Asana experience to your Intuit work in a specific, non-generic way. It also invites him to share his mental model for evaluating platform PMs \u2014 which is directly useful for how you position yourself in this conversation and the rounds that follow.\n\n---\n\n## 3. Best Conversation Starters\n\nUse one of these to open the call naturally before moving into questions.\n\n### On His Tenure at Benchling\n\n> *\"I saw you've been at Benchling for nearly eight years \u2014 I'd love to hear what the company looked like when you joined versus now, because the arc from lab notebook software to AI platform for biotech is a pretty remarkable one to have lived through from the inside.\"*\n\n### On the Asana Connection\n\n> *\"Your time at Asana caught my attention \u2014 I spent a lot of time at Intuit building developer-facing platform infrastructure, and Asana had that same internal-tooling DNA. I'm curious whether that experience influenced how you think about what makes a great platform PM.\"*\n\n### On AI and Hiring\n\n> *\"I noticed Benchling is leaning hard into AI fluency as a baseline expectation \u2014 even building it into the interview process. I'd be curious to hear your perspective on how that's changing what you look for in candidates, coming from someone who's been recruiting in this space for as long as you have.\"*\n\n---\n\n## 4. Topics to Handle Carefully\n\n### Erik is a recruiter, not a product or engineering leader\n\n**The risk:** Asking deep technical infrastructure questions or detailed product strategy questions puts Erik in an awkward position \u2014 he won't be well-positioned to answer them, and it may signal that you haven't thought about who you're talking to.\n\n**Ask this instead:**\n\n> *\"I'll save the deeper technical and roadmap questions for the engineering and hiring manager rounds \u2014 I'm more curious about the cultural and organizational dynamics from your vantage point.\"*\n\n---\n\n### Probing for dysfunction or retention problems\n\n**The risk:** Erik has been at Benchling for eight years and will be protective of the company's reputation. Questions that imply the infrastructure team is understaffed, struggling, or that the role has been hard to fill can put him on the defensive and color his impression of you.\n\n**Ask this instead:** Frame any probing questions around *opportunity* rather than dysfunction.\n\n> *Instead of:* \"Why has this role been open so long?\"\n> *Try:* \"What's made this role an interesting challenge to recruit for \u2014 is it a specialized profile, or more about finding the right cultural fit?\"\n\n---\n\n### Signaling that infrastructure is a stepping stone to AI product work\n\n**The risk:** You have deep AI/ML experience and a genuine interest in Benchling's AI scientist vision \u2014 but signaling too early that you see the infrastructure role as temporary could raise fit concerns with a recruiter screening for commitment.\n\n**How to handle it:** Lead with genuine enthusiasm for the infrastructure scope. If the topic of your AI background comes up naturally, frame it as an *additive* asset \u2014 something that makes you a better infrastructure PM \u2014 rather than a signal of where you ultimately want to go.\n\n> *\"My AI and ML background actually makes me more excited about the infrastructure role, not less \u2014 the infrastructure layer is where the AI scientist vision either becomes real or falls apart. That's where I want to be.\"*\n\n---\n\n## 5. Best Questions to Prioritize During the Call\n\nIf the conversation moves quickly, these five questions will give you the most signal and leave the strongest impression.\n\n1. **Question 6 \u2014 Thrive vs. struggle differentiator.** The single highest-signal question you can ask a recruiter. Gives you direct pattern-matched insight into what to emphasize for the rest of the process.\n\n2. **Question 1 \u2014 What's kept Erik at Benchling.** Opens the conversation warmly, invites authentic perspective, and surfaces genuine cultural signal you can't get from a website.\n\n3. **Question 10 \u2014 Executive air cover for infrastructure.** Tests whether the stated prioritization expectations match the cultural reality \u2014 critical for evaluating whether you'd actually be set up to succeed.\n\n4. **Question 9 \u2014 What engineering interviewers weight technically.** Practical intelligence for calibrating your narrative in the rounds ahead.\n\n5. **Question 7 \u2014 Backfill or new headcount.** Reveals unspoken expectations and context that shapes everything else about the role.\n\n---\n\n## 6. Suggested Call Flow\n\nUse this as a loose guide \u2014 adapt to how the conversation naturally unfolds.\n\n### Opening (first 2\u20133 minutes) \u2014 Build rapport before asking anything\n\n> *\"Thanks for making time, Erik. I've been doing some reading on Benchling and I have to say \u2014 the arc from lab notebook to AI platform for biotech is a compelling story. I'd love to hear your perspective on it from the inside before we get into the specifics of the role.\"*\n\n### After he shares his background \u2014 Transition to the role\n\n> *\"That's really helpful context. I want to make sure I understand what success looks like in this role from your vantage point \u2014 when you think about the candidates who've thrived in infrastructure or platform PM roles at Benchling, what's the most common differentiator you've seen?\"*\n\n### When discussing the role \u2014 Go practical\n\n> *\"The JD mentions a lot of cross-org coordination and a shared program management responsibility with an EM counterpart \u2014 can you tell me more about how that partnership is structured and whether there's an EM already in place?\"*\n\n### Near the end \u2014 Signal strategic thinking\n\n> *\"One thing I'm genuinely curious about: the JD talks about helping engineering teams anticipate future needs and make long-term investments. With Benchling's AI scientist vision accelerating, what are the infrastructure bets the company is most focused on right now?\"*\n\n### Closing \u2014 Recruiter-friendly and forward-looking\n\n> *\"This has been really helpful, Erik. Based on everything you've shared, I feel even more confident this is the right kind of role for where I am in my career. What are the next steps in the process, and is there anything you'd want me to be thinking about or preparing before the next conversation?\"*\n\n---\n\n## 7. Final Recommended Question Set\n\nIf time is short and you can only ask four to six questions, use these:\n\n1. What's kept you at Benchling for nearly eight years \u2014 and how has the company's direction evolved?\n2. When you think about candidates who've thrived in infrastructure PM roles here versus those who struggled, what's the most common differentiator?\n3. Is this a backfill, new headcount, or an expansion \u2014 and did the history of the role shape how the JD was written?\n4. How does Benchling's culture actually support a PM making and holding prioritization calls against senior stakeholders?\n5. From a recruiting lens, what technical signals do the engineering interviewers weight most heavily for this type of role?\n6. What are the next steps, and is there anything you'd want me to be thinking about before the next conversation?\n\n---\n\n## 8. Strong Closing Line\n\nUse this \u2014 or a version of it \u2014 to close the call on a memorable, grounded note:\n\n> *\"I've spent the last twelve years building developer-facing platforms and infrastructure products \u2014 from scaling a framework to 675 million engagements at Intuit to doing original ML research on protein structure prediction at Berkeley. Benchling sits at exactly the intersection of those two threads: rigorous infrastructure work that enables something genuinely important for science. I'd love to keep moving forward.\"*\n\n---\n\n## 9. Final Reminder\n\nThis conversation should demonstrate:\n\n- **You've done your homework** \u2014 on Erik specifically, on Benchling's trajectory, and on the infrastructure PM role\n- **You listen well** \u2014 let Erik's answers shape your follow-up questions, don't just run through a list\n- **You're a clear communicator** \u2014 this is a recruiter screen; your ability to explain your work simply and compellingly is being evaluated in real time\n- **You're genuinely interested** \u2014 not just in the role, but in Benchling's mission and what it means to build the infrastructure layer under an AI scientist platform\n- **You're not a flight risk** \u2014 lead with enthusiasm for the infrastructure scope; your AI background is an asset, not an exit ramp",
  "source_artifact_id": "art_3Mj9F_uHRsk",
  "source_kind": "candidate_questions",
  "doc_type": "questions_to_ask"
}