Agent Systems Engineer

Adaption Labs
San Francisco, Singapore, London, Mexico City, Paris, India, Dublin, Berlin, Netherlands, São Paulo, Argentina, Toronto
Workplace: RemoteFull timeFunction: IT Operations (Systems/Network Admin)Skills: ["Teamwork","Adaptability"]

Design and build agent systems that translate customer goals into reliable, multi-step execution across real tools and services. Own architectures for planning, reasoning, tool use, memory, and external integrations, and improve long-running reliability through failure recovery and feedback loops. Create evaluations to measure performance and prevent gaming, balancing quality, latency, cost, and complexity with strong observability and reproducibility.

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Adaption Labs
Adaption Labs
4 days ago

Agent Systems Engineer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 22 hours agoStatus: Live

Job Summary

Design and build agent systems that translate customer goals into reliable, multi-step execution across real tools and services. Own architectures for planning, reasoning, tool use, memory, and external integrations, and improve long-running reliability through failure recovery and feedback loops. Create evaluations to measure performance and prevent gaming, balancing quality, latency, cost, and complexity with strong observability and reproducibility.
Location: San Francisco, Singapore, London, Mexico City, Paris, India, Dublin, Berlin, Netherlands, São Paulo, Argentina, Toronto
Workplace: Remote
Employment Type: Full time
Job Function: IT Operations (Systems/Network Admin)
Seniority: Mid level

Key Responsibilities

  • •Design agent architectures for planning, reasoning, tool use, memory, and integration with external systems and data.
  • •Improve reliability on long-running, multi-step tasks, including failure recovery.
  • •Build improvement loops so agent performance compounds through real use.
  • •Develop evaluations to measure agent performance and resist being gamed.
  • •Make practical tradeoffs between quality, latency, cost, and complexity.
Travel: Low travel

Pay and Benefits

Perks:Medical BenefitsPaid LeaveMeal AllowanceTravel Allowance

Key Requirements

  • •5+ years building production ML or backend systems, including taking LLM/agent applications from prototype to production.
  • •Strong understanding of agent design, including planning, reasoning, tool use, orchestration, and memory.
  • •Experience building rigorous evaluation systems for agents, including execution tracing and observability with a focus on reproducibility.
  • •Familiarity with the OpenAI Responses API, MCP, and server-side versus client-side execution.
Experience:Production MLLLM applicationsBackend systems
Skills:TeamworkAdaptability
Tech Stack:LLMOpenAI Responses APIMCP

Company Brief

Adaption Labs
Adaption Labs delivers AI consulting, engineering, and MLOps services to help organizations design, build, and deploy machine learning and generative AI solutions. They focus on productizing models, integrating AI into production systems, and accelerating digital transformation for enterprise clients.
Industry: Consulting
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