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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in backend engineering with Python, FastAPI, and SQL, alongside a strong focus on AI-driven product development and user experience. Capable of managing end-to-end product ownership while ensuring compliance with privacy and security standards.
Highest-signal resume keywords
Python 3.12FastAPISQLAlchemyPostgreSQLReact Native
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
LLM-Based Product DevelopmentPrompt ArchitectureConversation State MachinesRAG/RetrievalCI/CD
Soft Skills
Excellent Written CommunicationSelf-Sufficient OperatorProduct Sensibility
Tools & Technologies
AWSGraphQLStripeApp StoreGoogle Play
Industry Keywords
Mental HealthHealth TechPrivacySecuritySafety-Critical Products
Tech Stack
Tools & technologiesAndroidAWSGraphQLiOSPostgresPythonReactReact NativeSQL
About the role
Key responsibilities & impact- Own the AI Coach, including prompting, conversation state and progression, Pinecone retrieval, model selection and evaluation, and safety/crisis handling tested against scripted clinical scenarios
- Own the backend using Python 3.12, FastAPI, GraphQL (Strawberry), SQLAlchemy, PostgreSQL, and AWS Sydney
- Own mobile and web delivery with React Native for iOS and Android and React for web, including App Store, Google Play, and Stripe subscriptions
- Own release engineering, including CI/CD, environments, signing credentials, monitoring, backups, and rollback for fast, safe, frequent releases
- Apply product sensibility to mobile and web user experience
- Translate technical decisions into plain language for the founder and clinical team
- Plan work, obtain approval on direction, execute independently, and report outcomes
- Build automated evaluation harnesses for AI Coach scenario suites
- Learn and take ownership of the existing codebase with limited documentation
- Implement safety thresholds and crisis-handling systems under legal and clinical guidance
- Report directly to the non-technical founder
Requirements
What you’ll need- Proven experience shipping LLM-based products to production: prompt architecture, conversation state machines, RAG/retrieval, evals, moderation and safety handling - not just API calls
- Strong backend engineering: Python, FastAPI (or similar), SQL/PostgreSQL, AWS; comfortable owning infrastructure, CI/CD and production operations solo
- Solid React Native and React: can ship and debug on both iOS and Android, including in-app purchase flows on both stores and Stripe on web
- Demonstrated AI-first development practice: daily use of agentic coding tools, with the judgement to review and own what they produce
- Product sensibility: a genuine eye for mobile and web UX; you notice broken layouts, bad copy and clumsy flows, and fix them
- Self-sufficient operator: track record of owning a product or major system end-to-end with minimal technical oversight; excellent written communication for a non-technical founder
- Care with sensitive data: experience (or demonstrable seriousness) with privacy, security and access controls around personal/health data
- Experience in mental health, health tech or other regulated/safety-critical consumer products (nice to have)
- Experience taking over a codebase from an agency or departing team (nice to have)
- Mobile release operations: App Store / Play Store review cycles, promo codes, staged rollouts (nice to have)
- Analytics and growth tooling: AppsFlyer, GA4, event taxonomy design, experiment frameworks (nice to have)
- Voice features (TTS/STT), push notification strategy, CRM/email platform integrations (nice to have)
Benefits
Comp & perks- Flexibility in work hours and location, with a focus on managing energy rather than time.
- Access to online learning platforms and a budget for professional development
- A collaborative, no-silos environment, encouraging learning and growth across teams
- A dynamic social culture with team lunches, social events, and opportunities for creative input
- Health insurance
- Leave Benefits
