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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing, coding, and deploying scalable frontend and backend systems, with a strong focus on AI-driven solutions and production readiness. Proven ability to lead projects independently and collaborate effectively with cross-functional teams to deliver impactful features.
Highest-signal resume keywords
End-To-End Feature OwnershipProduction System ScalingAI-Driven AutomationClean Code PracticesProject Leadership
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Frontend Application DevelopmentBackend Service DevelopmentData Pipeline ConstructionAI System DesignA/B TestingDebugging Performance IssuesReliability EngineeringMachine Learning ModelsLarge Language ModelsProduction Readiness
Soft Skills
Curiosity About Applied AICollaborationProblem-Solving
Industry Keywords
AI SystemsML EngineeringHuman-In-The-Loop AISecure SystemsCompliant Systems
About the role
Key responsibilities & impact- Design, code, test, deploy, and operate frontend applications, backend services, data pipelines, and AI systems
- Build systems powering models, specialized reasoning and resolution agents, and human-in-the-loop AI features
- Run A/B tests and ship production features tied to business outcomes
- Partner with product managers and operators to turn manual workflows into agentic and AI-driven automations
- Work with AI and ML engineers to build AI-native systems combining deterministic logic, traditional ML models, and LLMs
- Design and build secure, compliant, and reliable systems at scale
- Own features or services end-to-end in production
- Collaborate directly with users and product partners to understand needs and design solutions
Requirements
What you’ll need- 3–6 years of experience building and operating production systems
- Demonstrated experience owning features or services end-to-end in production
- Ability to lead projects independently from design through deployment and iteration
- Experience scaling production systems, including debugging issues across performance, reliability, and data correctness
- Curiosity about applied AI and eagerness to deepen expertise
- Care deeply about clean code, reliability, and production readiness
- Healthcare experience is not required
Benefits
Comp & perks- Annual bonus plan at a target of 15.00%
- Competitive benefits package
- Strong growth paths and opportunities to constantly learn
- Travel arranged for the final in-person interview
