AI Engineer
Skills
About the Role
You will design and build single- and multi-agent systems that reason, plan, and use tools. You will integrate LLMs via SDKs, manage prompts and structured outputs, and implement tool calling. You will build and operate MCP servers, create observability and reliability infrastructure, and run LLM evaluation pipelines to measure quality, latency, and cost. You will optimize performance from prototype to production and mentor engineers to establish agentic best practices.
Requirements
- 5+ years software engineering experience and 2+ years building production AI/ML systems
- Hands-on experience with agentic architectures and tool calling
- Practical experience with MCP servers
- Experience with LangGraph or equivalent agentic frameworks
- Experience designing and operating LLM evaluation pipelines
- Strong Python and API design skills
- Familiarity with RAG pipelines, vector databases, and embedding-based retrieval
- Preferred: Experience with financial data, crypto/DeFi, or quantitative analysis
- Preferred: Background in distributed systems or high-throughput data pipelines
- Preferred: Contributions to open-source AI/ML projects
Responsibilities
- Design and build single- and multi-agent systems with planning, memory, and tool use
- Build and operate MCP servers with secure schemas and permissions
- Develop agentic workflows using LangGraph or equivalent frameworks
- Integrate LLMs via SDKs and manage prompts, structured outputs, and tool calling
- Define and run LLM evaluations for quality, correctness, latency, cost, and regressions
- Build observability and reliability infrastructure including logging, tracing, retries, and state management
- Optimize performance and cost from prototype to production
- Mentor engineers and establish agentic best practices
Benefits
- Competitive compensation and equity package
- Paid time off: 21 vacation days, 7 sick days, and 8 observed U.S. company holidays
- 100% employer-paid health coverage options including medical, dental, and vision for you and your dependents
- FSA / HSA options depending on selected health plan
- Parental leave
- Wellness programs including OneMedical, Teladoc, Talkspace, and EAP
- Pre-tax commuter benefits