Agentic AI Engineer
Flowmentum, Inc.
Senior Agentic AI Engineer
Embedded Engineering Engagement
We are hiring Senior Agentic AI Engineers to join a high-impact engineering team building the next generation of AI-driven software testing and developer workflows.
This is not a traditional ML research or model-training role . We are looking for strong software and systems engineers who know how to build with AI agents: designing agentic workflows, integrating agents into existing engineering systems, managing context effectively, and making AI-driven automation reliable enough for real-world use.
The ideal engineer is hands-on, highly autonomous, comfortable navigating a large codebase, and able to take an ambiguous problem from concept through implementation.
What You'll Work On
You may work across several closely related areas, including:
- Agentic workflow integration — Integrating autonomous AI workflows into existing engineering and test infrastructure.
- AI-driven test automation — Improving systems that generate, execute, analyze, and maintain automated tests.
- Context management — Building systems that provide agents with the right code, history, tools, state, and information at the right time.
- Developer-agent tooling — Improving how AI agents interact with repositories, build systems, test infrastructure, and engineering workflows.
- Reliability and evaluation — Debugging agent behavior, identifying failure modes, and improving the consistency and usefulness of agent-generated results.
Responsibilities
- Design, build, and integrate production-oriented agentic AI workflows.
- Develop tooling that enables AI agents to interact effectively with large codebases and engineering systems.
- Improve automated testing and test-generation workflows using LLMs and coding agents.
- Design context-management and retrieval strategies for long-running or complex agent workflows.
- Debug failures across agents, tools, builds, tests, and surrounding infrastructure.
- Build integrations between agentic systems and existing developer/test platforms.
- Evaluate agent output and develop mechanisms to improve reliability and reduce failures or unnecessary human intervention.
- Work directly with senior technical stakeholders to turn loosely defined problems into working systems.
- Own projects end-to-end and communicate progress, risks, and blockers clearly.
What We're Looking For
Required
- 5+ years of professional software engineering experience, or equivalent demonstrated depth.
- Strong Python and/or comparable systems/backend programming experience.
- Strong Linux and software-debugging fundamentals.
- Experience building or integrating LLM-powered applications, coding agents, or agentic workflows.
- Experience with APIs, developer tooling, automation, test infrastructure, CI/CD, or large software systems.
- Ability to understand and modify unfamiliar codebases quickly.
- Strong engineering judgment around reliability, observability, testing, and maintainability.
- Excellent written and verbal communication.
- Demonstrated ability to independently drive ambiguous technical work.
Particularly Valuable Experience
- Claude Code, Claude SDK/API, or similar coding-agent platforms.
- Agent orchestration, tool use/function calling, MCP, skills, subagents, or multi-step agent workflows.
- Context engineering, context management, retrieval, memory, or prompt/tool architecture.
- Automated testing frameworks or AI-generated testing.
- Large-scale developer infrastructure or internal engineering platforms.
- Android, wearables, AR/VR, or other device-oriented development environments.
- CI/CD, build systems, containers, telemetry, or production debugging.
- Experience embedding AI capabilities into an established engineering ecosystem rather than building standalone demos.
Deep ML, computer vision, and model-training expertise are not required.
The Engineer Who Will Thrive Here
We are looking for someone who combines strong engineering fundamentals with an AI-native way of working .
You should be comfortable receiving a problem rather than a detailed implementation plan, investigating the surrounding system, collaborating with stakeholders, and driving toward a working solution.
You communicate proactively, surface blockers early, document important decisions, and maintain visibility while working independently. This is a high-autonomy environment where ownership matters as much as technical ability.
Example Problems
You might be asked to:
- Integrate an autonomous testing agent with an existing test platform.
- Improve an agent's ability to understand and navigate a large repository.
- Build context-management infrastructure for multi-step agent workflows.
- Automate portions of test creation, execution, debugging, or maintenance.
- Determine why an agent succeeds on some workflows but fails unpredictably on others.
- Design tooling that lets an agent safely interact with existing developer infrastructure.
- Reduce the amount of human intervention required to complete complex engineering workflows.
Engagement
Long-term consulting engagement working directly with engineers at a major technology company.
Remote , with substantial collaboration across engineering teams.
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