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Senior AI Engineer – STARLIMS AI Platform
STARLIMSSenior AI Engineer developing production-grade AI systems for STARLIMS laboratory platform. Focused on AI integration within workflows across varied sectors like life sciences and public health.
Tech Stack
Tools & technologiesAWSCloudDynamoDBPythonTypeScript
About the role
Key responsibilities & impact- Design and optimize RAG pipelines over domain-specific content
- Improve retrieval quality, ranking, and grounding to reduce hallucinations
- Build evaluation frameworks to measure accuracy and consistency
- Work with fragmented enterprise data and make it usable
- Build AI-powered features integrated into STARLIMS workflows
- Design for reliability (latency, scale, model variability)
- Implement guardrails, fallbacks, and observability
- Manage prompt evolution, model drift, and regressions
- Develop systems that can reason, call tools, and execute multi-step tasks
- Integrate with internal APIs, developer tooling, and external systems
- Build and operate backend services on AWS (Lambda, API Gateway, DynamoDB, etc.)
- Own system architecture and key technical decisions
- Contribute to infrastructure-as-code and deployment pipelines
Requirements
What you’ll need- 6+ years of software engineering experience, including production systems
- Experience building RAG systems beyond prototypes
- Strong understanding of LLM behavior, limitations, and failure modes
- Experience with LLM APIs and prompt/system design
- Solid backend and cloud experience (AWS or equivalent)
- Proficiency in TypeScript and/or Python
Benefits
Comp & perks- Competitive health and Wellness (medical, dental, and vision)
- Retirement plan with matching company contribution
- Life Insurance and Disability/Income Protection
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
RAG pipelinesretrieval qualityevaluation frameworksAI-powered featuressystem architectureinfrastructure-as-codeTypeScriptPythonbackend servicescloud experience
Soft Skills
design for reliabilitymanage prompt evolutionreasoningexecuting multi-step tasks