Agent Experience Engineer

Firecrawl

• $235K — $260K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of engineering experience in product development
  • Proven track record of shipping high-quality products quickly
  • Strong knowledge of A/B testing and data analysis
  • Familiarity with agent-facing technologies (MCPs, CLIs, APIs)
  • Experience following emerging AI tools and models
  • Ability to operate independently in undefined environments
  • Background as an ex-founder, early startup engineer, or notable contributor

Responsibilities

  • Design and implement A/B tests across various agent interfaces
  • Rapidly convert experiment insights into actionable product enhancements
  • Monitor and evaluate new agent tools and technologies
  • Develop hypotheses regarding agent interactions and test them
  • Take ownership of projects in areas lacking established guidelines
  • Apply scientific principles to product development without becoming overly academic

Benefits

  • Competitive salary based on impact, not tenure
  • Ownership through competitive equity participation
  • Generous paid time off policy with a mandatory minimum
  • Fully paid parental leave for up to 12 weeks
  • Monthly wellness stipend to support personal well-being
  • Professional development funding of up to $1,000/year
  • Paid sabbatical of 3 months after 4 years of employment
  • Comprehensive medical, dental, and vision coverage for employees
Full Job Description
Agent Experience Engineer

Firecrawl is looking for a high-agency, product-minded engineer with strong experimental and data instincts to own how agents discover, understand, and use Firecrawl. You'll ship fast, run rigorous A/B tests, and turn what you learn into a better product - for an audience that isn't human.

This is not a pure research or data science role. We want an engineer who brings scientific rigor to product development: forming hypotheses, running experiments, analyzing results, and shipping better agent experiences. Prior agent experience is valuable, but raw engineering ability, shipping velocity, and learning speed matter most.

Salary Range: $235,000-$260,000/year (Range shown is for U.S.-based employees in San Francisco, CA. Compensation outside the U.S. is adjusted fairly based on your location's cost of living.)

Equity Range: Competitive equity - details shared during the process.

Location: San Francisco, CA

Job Type: Full-Time

Experience: 5+ years

Visa: Must be legally authorized to work in the United States. We're not able to sponsor visas right now, though that may change down the line.

What You'll Do
  • Design and ship A/B tests across agent-facing surfaces - MCPs, CLIs, skills, APIs, documentation - to see how agents actually use Firecrawl
  • Turn experiment results into shipped product improvements, fast
  • Track emerging agent tools, models, and harnesses (Hermes, OpenClaw, and whatever's next) closely enough to know what they mean for us
  • Form hypotheses about how agents discover, interpret, and select tools and capabilities, then test them in production
  • Operate independently in a space that doesn't have a playbook yet - own the problem end to end
  • Bring scientific rigor to product development without turning it into a research project


What We're Looking For
  • A track record of shipping high-quality products fast - not prototypes, not decks
  • Comfort designing A/B tests, reading behavioral data, and acting on what it tells you
  • Familiarity with agent-facing surfaces: MCPs, CLIs, skills, APIs, documentation
  • You actively follow emerging AI tools, models, and harnesses - Hermes, OpenClaw, whatever's next
  • Genuine curiosity about how agents select tools, interpret capabilities, and interact with products
  • High agency - you can operate independently in a space that doesn't have a playbook yet
  • Often an ex-founder, early startup engineer, prolific open-source contributor, or someone with impressive public work


What We're NOT Looking For
  • Someone looking for a pure research or data science role - this is a shipping job first
  • Someone who needs a mapped-out roadmap before they can move
  • Someone who treats experimentation as a report to write rather than a lever to pull
  • Someone excited by agents in theory who hasn't actually built for them


A Note On Pace

We operate at an absurd level of urgency because the window for what we're building won't stay open forever. If that excites you, keep reading. If it doesn't, no hard feelings - but this role probably isn't for you.

Benefits & Perks

Available to all employees
  • Salary that makes sense - $235,000-$260,000/year, based on impact, not tenure
  • Own a piece - Gain competitive equity in what you're helping build
  • Generous PTO - 15 days mandatory, anything after 24 days, just ask (holidays excluded); take the time you need to recharge
  • Parental leave - 12 weeks fully paid, for all parents
  • Wellness stipend - $100/month for the gym, therapy, massages, or whatever keeps you human
  • Learning & Development - Expense up to $1,000/year toward anything that helps you grow professionally
  • Team offsites - A change of scenery, minus the trust falls
  • Sabbatical - 3 paid months off after 4 years, do something fun and new


Available to US-based full-time employees
  • Full coverage, no red tape - Medical, dental, and vision (100% for employees, 50% for spouse/kids) - no weird loopholes, just care that works
  • Life & Disability insurance - Employer-paid short-term disability, long-term disability, and life insurance - coverage for life's curveballs
  • Supplemental options - Optional accident, critical illness, hospital indemnity, and voluntary life insurance for extra peace of mind
  • Doctegrity telehealth - Talk to a doctor from your couch
  • 401(k) plan - Retirement might be a ways off, but future-you will thank you
  • Pre-tax benefits - Access to FSAs and commuter benefits (US-only) to help your wallet out a bit
  • Pet insurance - Because fur babies are family too


Available to SF-based employees
  • SF HQ perks - Snacks, drinks, team lunches, intense ping pong, and peak startup energy
  • E-Bike transportation - A loaner electric bike to get you around the city, on us


Interview Process

Application Review - Send us your resume and a link to something you've built. We care about what you've actually shipped, not where you went to school.

Intro Chat (~25 min) - A quick conversation to get to know each other before we go deep. We'll talk about what you've been working on, what drew you to Firecrawl, and what you're looking for in your next role. Time for your questions too.

Technical Chat (~45 min) - We'll walk through something you've built and a real agent-experience problem from our world. Come ready to think out loud; we care how you reason and experiment, not whether you know the "right" answer going in.

Founder Chat (~25 min) - Culture, pace, ownership, and how you like to work. Time for your questions too.

Paid Work Trial (1-2 weeks) - Ship something real with the team, paid at a contractor rate. It's the truest signal for both sides: you see what building at Firecrawl actually feels like, and we see how you operate.

Decision - We move fast after the trial.

f you want to define how agents experience the web, from the ground up, you should join us.

👉 Apply now.

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