Samba

AI Product Engineer

Samba
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6 months ago

Base Salary

$150k - $200k/yr

Responsibilities

  • Build and deploy AI agents using Claude, OpenAI, or similar agent SDKs with custom tools and function calling.
  • Design desktop and cloud-based tool harnesses and execution environments, including local CLI, IDE integrations, containerized systems, and APIs.
  • Partner with internal teams to identify workflow automation opportunities and build tailored agents.
  • Develop context engineering, prompt engineering, caching, model-selection, monitoring, error-handling, and cost-control strategies.
  • Build and maintain tool libraries that connect agents to internal systems, APIs, and data sources.
  • Deploy and manage agents across cloud environments and optimize their performance and cost.

Requirements

  • Demonstrated experience building and shipping AI agents to production, including cloud deployment.
  • Experience building tools, harnesses, scaffolding, advanced agent patterns, or multi-agent systems.
  • Strong understanding of LLM capabilities, limitations, model differences, context engineering, and prompt engineering.
  • Daily familiarity with Claude Code and Cursor, including headless mode, multi-file editing, and MCP server integration.
  • Experience building and configuring MCP (Model Context Protocol) servers.
  • Comfort working across GCP, AWS, Azure, and containerized environments.
  • Strong product sense, pragmatic execution, ownership, communication, and ability to translate non-technical workflows into useful agents.
  • Open-source contributions to AI/ML projects and familiarity with observability tools for LLM applications are preferred.
  • Media, ad tech, or streaming data domain knowledge is preferred.
Samba

About Samba

201-500 employees
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