Senior AI Engineer – STARLIMS AI Platform

🕒 May 15

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STARLIMS

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 1986

⚕️ Healthcare Insurance

🧬 Biotechnology

Healthcare Insurance • Biotechnology • Software

STARLIMS is a leading provider of laboratory information management systems (LIMS) and informatics solutions, serving various sectors including life sciences, consumer goods, and public health. With over 1,100 customers across more than 85 countries, STARLIMS simplifies laboratory operations, enhances efficiency, and improves data integrity through its comprehensive platforms. The company has been delivering innovative solutions since its inception in 1986, helping laboratories optimize their R&D and quality control processes.

📋 Description

• 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

• 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

• Competitive health and Wellness (medical, dental, and vision) • Retirement plan with matching company contribution • Life Insurance and Disability/Income Protection