Adaption Labs
AI & Machine LearningDirect Ashby career site

Agent Systems Engineer

Location
San Francisco, CA (Remote) · Hybrid
Job type
Full-time
Level
Senior
Experience
5+ years
Listed
30 days ago

Skills & highlights for this role

  • agent architecture
  • LLM application production deployment
  • evaluation systems
  • execution tracing and observability
  • tool use and orchestration

Also useful

  • OpenAI Responses API
  • MCP

Stated benefits & perks

  • Medical
  • Pto
  • Travel stipend
  • Lunch stipend

The Role

You'll build the agent systems at the core of our product. These systems turn customer goals into reliable, multi-step execution across real tools and services.

This is not about building demos. You'll work on agents that operate under real constraints: incomplete information, external failures, limited budgets, and unpredictable traffic. You'll own how they plan, use tools, recover from errors, and improve over time.

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 the loops that let agents improve with real use, so performance compounds instead of staying frozen.
  • Develop evaluations that measure agent performance and resist being gamed.
  • Make practical tradeoffs between quality, latency, cost, and complexity.

Qualifications

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

Additional information

Above all, we're looking for great teammates who make work feel lighter and aren't afraid to go out on a limb with bold ideas. You don't need to be perfect, but you do need to be adaptable. We encourage you to apply, even if you don't check every box.

Benefits

  • Flexible work: In-person collaboration in the Bay Area, a distributed global-first team, and team offsites.
  • Adaption Passport: Annual travel stipend to explore a country you've never visited. We're building intelligence that evolves alongside you, so we encourage you to keep expanding your horizons.
  • Lunch Stipend: Weekly meal allowance for take-out or grocery delivery.
  • Well-Being: Comprehensive medical benefits and generous paid time off.

About US

Most AI is frozen in place - it doesn't adapt to the world. We think that's backwards. Our mandate is to build efficient intelligence that evolves in real-time. Our vision is AI systems that are flexible, personalized, and accessible to everyone. We believe efficiency is what makes this possible - it's how we expand access and ensure innovation benefits the many, not the few. We believe in talent density: bringing together the best and most driven individuals to push the boundaries of continual adaptation. We're looking for builders and creative thinkers ready to shape the next era of intelligence.

Read the original posting

From Adaption Labs's careers page, first listed on Rolev.ai on October 10, 2026. Rolev.ai is not the employer.

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Common questions

Where is the Agent Systems Engineer job at Adaption Labs located?

Yes, this Agent Systems Engineer opening at Adaption Labs is listed as San Francisco, CA (Remote) (Hybrid). Always check Adaption Labs's application page for specific state eligibility or relocation policies.

What qualifications are required for Agent Systems Engineer at Adaption Labs?

For the Agent Systems Engineer role, Adaption Labs highlights 5+ years of relevant experience; experience with agent architecture, LLM application production deployment, evaluation systems, execution tracing and observability, tool use and orchestration. Rolev.ai can score your existing resume against these requirements and show any skill gaps before you apply.

How do I apply for the Agent Systems Engineer position at Adaption Labs?

This listing links directly to Adaption Labs's Ashby application page. You can apply directly on Adaption Labs's site, or use Rolev.ai to check your resume fit, generate a zero-hallucination tailored resume and cover letter for this posting, and autofill the Ashby application form in 1 click with the Rolev.ai Chrome extension. You always review the form and press Submit yourself.