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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in Python programming and proficiency with LLM APIs and agent frameworks, while effectively collaborating with cross-functional teams to deliver user-facing products. Strong analytical skills are essential for diagnosing product issues and optimizing performance across complex systems.
Highest-signal resume keywords
Python ProgrammingLLM APIs ProficiencyAgent Frameworks ExperienceUser-Facing Product DevelopmentAnalytical Problem Solving
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Software DevelopmentReinforcement Fine-TuningTooling DevelopmentData NormalizationLatency OptimizationExperimentationRoot Cause AnalysisEvaluation Infrastructure
Soft Skills
Interpersonal SkillsCuriosityTeam CollaborationStrong Written CommunicationStrong Spoken Communication
Industry Keywords
Insurance Problem SpaceProduct RecommendationsMulti-Step Research TasksHigh-Impact WorkNew York City
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Design and refine tool-calling patterns and agent orchestration for multi-step research tasks across thousands of documents
- Build ingestion and normalization systems for complex structured documents at scale
- Build and iterate on reinforcement fine-tuning harnesses, including graders for research tasks with non-verifiable rewards
- Develop tooling to measure, profile, and optimize agent pipeline latency, cost, and quality across millions of calls
- Run experiments end-to-end, analyze results, and translate findings into product recommendations
- Diagnose product shortcomings, analyze root causes, build evaluations, and ship improvements
- Ship software to production regularly
- Work directly with customers to understand problems deeply
- Collaborate with engineering, data, product, and actuarial teams
Requirements
What you’ll need- 2–5 years of experience building software professionally
- Strong programming fundamentals, primarily in Python
- Proficiency with LLM APIs, agent frameworks, and modern retrieval patterns
- Strong track record of shipping high-impact work in ambiguity
- Experience shipping user-facing products, backend or full-stack
- Interest in building rigorous evaluation infrastructure
- Curiosity and ability to learn the insurance problem space quickly
- Strong written and spoken English
- Team player with strong interpersonal skills
- Must be based in or willing to relocate to New York City, NY
- Must have or be eligible for US working status/visa as applicable
Benefits
Comp & perks- Annual bonus
- Equity
- Health insurance
- Dental coverage, including spouse and family coverage
- Vision coverage, including spouse and family coverage
- 401K company match
- Life insurance
- Cell phone and internet reimbursement
- 25 days of PTO per year
- Commuter benefit
- Gym membership via ClassPass
- IT equipment allowance
- Professional development and trainings
- Regular company gatherings and team events
- Optional team lunches, sports, karaoke, and occasional after-work gatherings