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Posted: 10/21/2026Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in full-stack software development using Python and React, with a strong focus on deploying and operating production workloads on AWS. Proven ability to design and implement Generative AI agents and workflows while ensuring compliance with enterprise architecture and security standards.
Highest-signal resume keywords
Full-Stack Software DevelopmentGenerative AI ApplicationsAWS Deployment and OperationsCI/CD with GitHub ActionsMentoring and Collaboration
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Own a build stream end to end within a pod, from problem shaping through implementation, production operation, and instrumentation
- Design, build, and operate production Generative AI agents, workflows, and applications
- Develop full-stack software in Python and React, including services and user interfaces
- Deploy and operate workloads on AWS using Terraform and GitHub Actions CI/CD
- Implement evaluation, observability, provenance, confirmation controls, and human-in-the-loop controls for AI systems
- Implement authentication, authorization, logging, monitoring, and error handling for enterprise security, auditability, PHI, and reliability requirements
- Integrate AI services with enterprise and legacy systems using APIs, data platforms, event streams, and versioned contracts
- Steward shared capabilities and prevent duplicate builds across pods
- Co-develop with vendor delivery teams when required
- Work directly with examiners, nurse reviewers, and operations staff to turn observed work into services, workflows, and UI changes
- Mentor Junior AI Engineers and promote engineering standards, code quality, and operational excellence
- Troubleshoot, lead root cause analysis, and optimize production AI service latency, throughput, cost, correctness, and reliability
- Evaluate and recommend improvements to architecture, platform capabilities, and engineering processes
- Perform other duties as assigned
- Travel as required, including on-site work with claims or Managed Care operations and vendor delivery teams
Requirements
What you’ll need- Bachelor’s degree in Computer Science, Engineering, or a related quantitative discipline from an accredited college or university required
- Master’s degree preferred
- Six (6)+ years of software engineering experience
- At least three (3) years shipping production Generative AI agents, workflows, or applications, including evaluation, failure handling, and a human review loop, or an equivalent combination of education and experience
- Hands-on experience building and operating production workloads on AWS required; cloud certification without production ownership is insufficient
- Hands-on experience with Python, React, GitHub Actions, and Terraform, including ownership of CI/CD and infrastructure
- Strong full-stack engineering skills in Python and React, with working knowledge of SQL, REST APIs, and service design
- Experience implementing enterprise architecture, governance, PHI handling, and compliance requirements
- Experience with Generative AI agents, workflows, applications, tool use, orchestration, evaluation, and human-in-the-loop patterns
- Strong mentoring, collaboration, and technical communication skills
- Ability to work collaboratively in a fast-paced Transformation Office and pair with vendor engineers
- Experience with machine learning, model fine-tuning, and/or graph databases preferred
- Experience with PydanticAI or equivalent agent framework, agent observability, and AI Ops/LLMOps a plus
- Ability to meet or exceed Performance Competencies
Benefits
Comp & perks- Work-life balance
- Remote work for U.S.-based candidates
- Career growth opportunities
- Caring culture
- Travel as required, including on-site work with claims or Managed Care operations and vendor delivery teams
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
PythonReactAWSTerraformSQLREST APIsGenerative AIMachine LearningPydanticAIGraph Databases
Soft Skills
MentoringCollaborationTechnical Communication
Tools & Technologies
GitHub ActionsTerraform
Certifications & Qualifications
Bachelor’s Degree in Computer ScienceMaster’s Degree Preferred
Industry Keywords
Enterprise ArchitecturePHI HandlingCompliance RequirementsHuman-in-the-LoopOperational Excellence