
Agent Systems Engineer
Required skills
- agent systems
- multi-step execution
- real constraints
- incomplete information
- external failures
- limited budgets
- unpredictable traffic
- plan
- use tools
- recover from errors
Nice to have
- adaptable
- flexible work
- distributed global-first team
- team offsites
Role summary
We are seeking an Agent Systems Engineer to build and own the core agent systems that translate customer goals into reliable, multi-step executions across various tools and services. This role involves designing agent architectures for planning, reasoning, tool use, memory, and integration, while focusing on improving reliability, error recovery, and agent improvement loops under real-world constraints. The ideal candidate will have 5+ years of experience building production ML or backend systems, with a strong understanding of agent design principles and experience in rigorous evaluation, tracing, and observability. Familiarity with OpenAI Responses API, MCP, and server/client-side execution is also required. This is a hybrid role based in San Francisco.
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.
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.
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.
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.
Similar roles
Founding Growth Marketeradaption · Remote · Remote
Product and Content Marketeradaption · Remote · Remote
Systems Engineer - SLS Upper Stage (ES4)Amentum · Huntsville6-msfc, AL · Onsite
Electrical Engineer, Systems EngineeringNidec Mobility America Corporation · Brooklyn Heights, OH · Onsite
Engineer/Technical Specialist (Mid – Sr.) | Generation Control Systems EngineeringAmerican Electric Power · Columbus, OH · Onsite
Systems Engineer IIRosendin Electric · Minnesota · Onsite
