2 дня назад
Senior AI Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Engineer (Agentic Systems/AWS): Building reliable agent runtimes and production AI agents for STARLIMS, with an accent on tool calling, durable execution, human approval workflows, and traceable enterprise data integration. Focus on evaluating non-deterministic multi-step behavior, implementing security guardrails and observability, and operating backend services on AWS.
Location: Remote, Netherlands
Company
provides a software platform for quality manufacturing, life sciences, public health, forensics, and environmental sciences.
What you will do
- Design and build agent runtimes with planning loops, tool calling, state management, durable execution, failure recovery, and multi-agent coordination.
- Develop production agents grounded in authoritative enterprise data, with human approval gates, override capture, uncertainty handling, and decision evidence.
- Build evaluation harnesses and production metrics for task completion, tool-call correctness, groundedness, reliability, latency, cost, and human intervention.
- Implement guardrails, fallbacks, timeouts, permission controls, tracing, and safeguards against prompt injection, unsafe tool use, and data leakage.
- Integrate agents with platform APIs and enterprise systems, and build retrieval and context pipelines with complete audit trails.
- Build and operate backend services on AWS and contribute to 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 or execution loops.
- Strong understanding of LLM limitations, failure modes, non-deterministic behavior, and evaluation or debugging methods.
- 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 balance accuracy, latency, reliability, and cost.
Nice to have
- C# and Microsoft .NET Framework experience.
- MCP or other tool and interoperability protocols.
- Agentic evaluation pipelines, retrieval and grounding techniques, or regulated-system experience.
- Temporal, Step Functions, n8n, ECS, EKS, Kubernetes, Terraform, or similar technologies.
Culture & Benefits
- Work on systems requiring strict accuracy, traceability, validation, and controlled change.
- Contribute to significant architectural decisions and own production systems.
- Build software where agents recommend and draft while people review and decide.
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