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Agentic Platforms & Agents Engineer

Bedrock Robotics IncNew York, NY
Hybrid

About The Position

At Bedrock, the team is focused on bringing advanced autonomy to the built world by deploying autonomous systems on heavy construction machinery across the country. The company is backed by $350M in funding and aims to address the gap between demand for infrastructure and the construction industry's labor shortage. This role involves applying cutting-edge technology to solve physical-world problems, collaborating with construction veterans and world-class engineers. The position specifically entails owning Bedrock's agentic AI platform, including its infrastructure, frameworks, and tooling. The engineer will also be responsible for building and shipping the first wave of production AI agents, such as those for understanding autonomous systems, Field Triage for debugging real-world issues, and workflow automation agents for team alignment. This is a high-impact, high-autonomy role at the intersection of AI/LLM engineering, cloud infrastructure, and developer tooling, within the Cloud Platform team, working closely with the Autonomy, Product, and Ops teams.

Requirements

  • 4+ years of professional experience in software engineering, with demonstrated ownership of production systems.
  • Strong Python skills and comfort with async patterns, API design, and cloud-native development on AWS.
  • Hands-on experience building LLM-powered applications including agents, tool use, RAG, prompt engineering, and evaluation. You've shipped something real with LLMs, not just experimented.
  • Systems thinking. You can design an agent platform that's modular, observable, and maintainable, not just a collection of scripts.
  • Comfort working across the stack. You'll interface with cloud infrastructure, data systems, frontend teams, and end users and you're energized by that breadth.
  • Strong written communication. Agents are only as good as their grounding context. You'll help shape how we encode domain knowledge for AI consumption.

Nice To Haves

  • Experience with agent frameworks such as AWS Strands, LangGraph, CrewAI, Claude Agent SDK, or similar orchestration tools.
  • Familiarity with MCP (Model Context Protocol) or similar tool-use / function-calling patterns for LLMs.
  • Experience building developer platforms or internal tooling that other engineers use daily.
  • Experience with observability and evaluation frameworks for AI/ML systems (tracing, cost analysis, quality metrics).
  • Experience in an early-stage startup environment designing, building, and launching new products or major features from scratch.

Responsibilities

  • Build the agentic platform that enables Bedrock engineers to create, deploy, and monitor AI agents on AWS. This includes agent orchestration, tool/MCP server integration, evaluation and observability, and production deployment pipelines.
  • Ship the first agents grounded in Bedrock specificities. These include a Q&A agent for understanding system behaviors, a Field Triage agent for mapping real-world issues to spec nodes, and an Annotator agent that improves data labeling quality.
  • Build workflow automation agents for internal productivity—Slack thread summarization, Linear ticket management, cross-tool orchestration—that make every team at Bedrock faster.
  • Design and implement MCP servers that expose Bedrock's internal systems as tool interfaces for agents.
  • Build evaluation and observability infrastructure for agents—tracing, cost tracking, quality metrics, and automated regression testing to ensure agents are reliable and improving.
  • Iterate on agent UX patterns beyond simple chat—building interfaces that surface agent outputs in the right context (Slack, dashboards, CLI, pull requests) and enable human-in-the-loop workflows.
  • Drive 100,000 lb excavators.

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