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AI Agent Engineer, AI
Ford Motor Company. Build agents that classify issues, plan investigations, call tools, and draft recommendations .
Posted 10/27/2026full-timeRedford • Michigan • United StatesMid-LevelSenior💰 $65,100 - $166,200 per yearWebsite
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and optimizing agents for issue classification and investigation planning, utilizing large language models and data science methodologies. Proficient in Python and SQL, with a strong focus on improving agent performance through user feedback and structured problem-solving techniques.
Highest-signal resume keywords
Large Language ModelsPython ProgrammingSQL ProficiencyAgent FrameworksGoogle Cloud Platform
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ScienceMachine Learning EngineeringSoftware EngineeringExperiment DesignModel Evaluation
Soft Skills
CollaborationProblem-Solving
Tools & Technologies
LangGraphGoogle ADKVertex AICoreMesh
Industry Keywords
ManufacturingQualityKnowledge GraphsOntologiesStructured Problem-Solving
Tech Stack
Tools & technologiesCloudGoogle Cloud PlatformPythonSQL
About the role
Key responsibilities & impact- Build agents that classify issues, plan investigations, call tools, and draft recommendations
- Design multi-step and multi-agent workflows with clear hand-offs and stopping rules
- Write and maintain prompts, tool definitions, and retrieval logic
- Connect agents to production, quality, and maintenance data and to CoreMesh, ATP's manufacturing ontology and knowledge graph
- Rank and filter evidence so agents reason on the right sources, and show those sources in every output
- Have agents flag low confidence or missing data and hand off to a person
- Test agents against shared evaluation sets before each release and add cases from plant experts
- Analyze failures, compare approaches, and improve accuracy, cost, and response time
- Turn user feedback and confirmed fixes into better agent behavior
- Spend time with supervisors and engineers at Kentucky Truck Plant to understand how problems are solved
- Ensure agents complete investigation steps reliably, show sources, and state confidence
- Improve evaluation results release over release
- Enable supervisors and engineers to act on recommendations and confirm fixes
Requirements
What you’ll need- Bachelor's degree in Computer Science, Data Science, Engineering, Statistics, or a related field, or equivalent experience
- 3+ years in data science, machine learning engineering, or software engineering, including production work
- Hands-on experience building with large language models: prompting, retrieval-augmented generation, tool use, and agent frameworks
- Strong Python and SQL
- Experience designing experiments and evaluating model or system output
- Agent frameworks, for example LangGraph or Google ADK, and the Model Context Protocol (MCP) preferred
- Manufacturing, quality, or structured problem-solving experience (8D, 5-Why) preferred
- Knowledge graphs or ontologies preferred
- Google Cloud Platform and Vertex AI preferred
- Candidates must be legally authorized to work in the United States
Benefits
Comp & perks- Immediate medical, dental, vision, and prescription drug coverage
- Paid parental leave, new parent ramp-up programs, subsidized back-up child care and more
- Family building benefits including adoption and surrogacy expense reimbursement, fertility treatments and more
- Vehicle discount program for employees and family members and management leases
- Tuition assistance
- Established and active employee resource groups
- Paid time off for individual and team community service
- Generous vacation time, sick/personal time, and paid holidays, including between Christmas Eve and New Year’s Day
- Visa sponsorship