AI Transformation Engineer — Build the Company Brain

Tribalscale Inc.; San Francisco (CA); On-site; USD 180,000 - 260,000; Full time

Job summary

TribalScale is seeking a Transformation Engineer to embed with a client organization and act as a hands-on AI platform builder and technical leader over a long engagement. You will help establish a company brain, build production-ready agentic systems, advance Claude Code practices, and enable diverse business teams to adopt AI workflows.

In this role you will move quickly from ambiguity to production, partnering across functions to own outcomes.

Qualifications

• Strong hands-on software or AI engineering experience.
• Experience building LLM knowledge management or retrieval systems.
• Practical expertise designing agentic memory, retrieval strategies, context management, and permission-aware knowledge access.
• Deep, demonstrable Claude Code expertise with workflows, skills, subagents, or harnesses you have built.
• Proven ownership of production agent harnesses, including evaluations, observability, guardrails, debugging, maintenance, and continuous improvement.

Responsibilities

• Design, build, deploy, and operate agentic applications and production harnesses, including evaluations and observability.
• Serve as Claude Code expert: establish conventions for CLAUDE.md, skills, subagents, and MCP integrations.
• Build reusable tooling, integrations, APIs, and automation to improve engineering productivity.
• Deploy and maintain solutions on AWS with IAM, security controls, monitoring, and cost management.
• Design and deliver structured training for a 500-person org on agentic memory and practical AI workflows.

Skills

Python

TypeScript

JavaScript

LLM knowledge mgmt

Agentic memory

Claude Code

AWS

Observability

Security best practices

Tools

LangGraph

LangChain

CI/CD

OpenSearch

Job description

TribalScale is seeking a Transformation Engineer to embed with a client organization and act as a hands-on AI platform builder and technical leader over a long engagement. You will help establish a company brain, build production-ready agentic systems, advance Claude Code practices, and enable diverse business teams to adopt AI workflows.

In this role you will move quickly from ambiguity to production, partnering across functions to own outcomes.