5 дней назад
Software Engineer - AI Products Agent Prototype/Building (NL)
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Описание вакансии
Текст:
TL;DR
Software Engineer - AI Products Agent Prototype/Building (NL) (AI/LLM/TypeScript/Python): Building agent runtimes and production AI agents for STARLIMS with an accent on tool calling, durable execution, enterprise data grounding, and human-in-the-loop approval. Focus on evaluating non-deterministic multi-step behavior, implementing guardrails and observability, and integrating reliable agents with AWS services and enterprise systems.
Location: Remote, Netherlands (NL)
Company
provides a platform for quality manufacturing, life sciences, public health, forensics, and environmental sciences.
What you will do
- Design and build agent runtimes with planning and execution loops, tool calling, state management, durable execution, failure recovery, coordination, and reusable primitives.
- Build production agents for domain workflows, grounding decisions in authoritative enterprise data and implementing human approval gates, overrides, uncertainty handling, and evidence capture.
- Create evaluation harnesses and production metrics for task completion, tool-call correctness, groundedness, trajectory quality, reliability, latency, cost, and human intervention.
- Implement guardrails, fallbacks, timeouts, cost ceilings, observability, tracing, and safeguards against prompt injection, unsafe tool use, excessive permissions, and data leakage.
- Integrate agents with platform APIs and third-party enterprise systems, including retrieval and permission-aware context pipelines with complete audit trails.
- Build and operate backend services and infrastructure on AWS, contribute to system architecture, infrastructure-as-code, and deployment pipelines.
Requirements
- 6+ years of software engineering experience, including production systems.
- Production experience with LLM systems, tool-using or multi-step agentic workflows, LLM APIs, function calling, and planning and execution loops.
- Strong understanding of LLM behavior, limitations, failure modes, and non-deterministic system evaluation and debugging.
- Solid backend and cloud experience with AWS or an equivalent platform.
- Proficiency in TypeScript and/or Python.
- Ability to own production systems end to end and make tradeoffs between accuracy, latency, reliability, and cost.
Nice to have
- C# and Microsoft .NET Framework experience.
- MCP and other tool or interoperability protocols.
- Agent evaluation pipelines, retrieval and grounding techniques, or workflow and durable-execution platforms.
- Experience with regulated or domain-heavy systems, validation, audit trails, and controlled change.
- Containerization, orchestration, and infrastructure-as-code with Terraform or similar tools.
Culture & Benefits
- Work on AI capabilities for quality manufacturing, life sciences, public health, forensics, and environmental science workflows.
- Build systems where accuracy, traceability, validation, observability, and controlled behavior are essential.
- Use TypeScript, Python, AWS Lambda, API Gateway, DynamoDB, Step Functions, OpenAI, Anthropic, MCP, React, Next.js, Terraform, Jest, Playwright, and pytest.
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