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Senior Software Engineer, Applied AI
Post Acute Analytics. Own a production clinical AI model end to end, including iteration, releases, accuracy, and production incident response .
Tech Stack
Tools & technologiesDockerKafkaKubernetesPostgresPython
About the role
Key responsibilities & impact- Own a production clinical AI model end to end, including iteration, releases, accuracy, and production incident response
- Collaborate with engineers and clinical team members to design and maintain evaluation systems that demonstrate model correctness
- Partner with the clinical team on model audits and requirements
- Translate clinical rules into system behavior and explain model output to clinical and product stakeholders
- Evaluate and integrate new foundation models, including open-weight alternatives, balancing accuracy, latency, and cost
- Act as the internal escalation point for client or clinician model issues and questions
- Maintain runtime inference infrastructure with other engineers
- Participate in Agile sprint planning, daily standups, backlog refinement, code review, and design discussions
- Partner with Product, DevOps, InfoSec, and engineering teams to align development with business goals
Requirements
What you’ll need- 6 or more years of professional software engineering experience
- Strong Python skills building and maintaining production services and pipelines
- Demonstrated experience designing evaluations for AI systems
- Practical depth in prompt and context engineering
- Experience with Docker and Kubernetes
- Experience with PostgreSQL or similar relational databases
- Experience with event-driven architecture patterns such as Kafka
- Strong collaboration skills with a team-oriented mindset
- Demonstrated interest or experience in the health care industry
- Excellent communication, including explaining model behavior and limitations to non-technical clinical and product stakeholders
- Comfort with ambiguity
- Ownership mindset with accountability for a production system
- Passion for best practices and continuous improvement in software engineering and applied AI
Benefits
Comp & perks- Competitive compensation commensurate with experience
- 401K
- Health, dental, and disability insurance
- Flexible, results-oriented work schedule and time off
- Platform for rapid career growth
- Remote work arrangement
- 0–5% travel for internal meetings or client interactions