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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in transitioning AI research prototypes into delivered products, with a strong foundation in deep learning, machine learning, and agentic frameworks. Proficient in Python and experienced in building physical systems across various domains such as Aerospace, Mechanical, and Robotics.
Highest-signal resume keywords
AI Research Prototype TransitioningDeep LearningPython ProgrammingAgentic FrameworksPhysical Systems Development
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Deep LearningMachine LearningPython ProgrammingAgentic Harness DevelopmentFormal MethodsStructured RepresentationModel EvaluationFailure Mode AnalysisCustom Model DevelopmentTool Integration
Soft Skills
CollaborationProblem Solving
Tools & Technologies
LangChainAgentic Frameworks
Industry Keywords
AerospaceMechanical EngineeringRoboticsEngineering Design ProblemsProduction Traces
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Develop agentic engineering reasoning through methods ranging from structured representation to formal methods to solve real engineering design problems
- Build, improve and maintain our agentic harness and its tool integrations
- Ground the quality of your work by regularly running evaluations and tests
- Analyze production traces to identify failure modes and investigate customer-reported bugs
- Collaborate with research scientists to identify gaps in current model capability, help develop custom models and transition them into the core product
- Stay up-to-date with new agentic frameworks and capabilities, and bring promising ideas into reality
Requirements
What you’ll need- Experience transitioning AI research prototypes into delivered products
- Deep learning experience with strong fundamental understanding about machine learning, large language models, and agentic harnesses
- Fluent in Python and common agentic frameworks (for example LangChain)
- Experience building physical systems (Aerospace, Mechanical, Robotics, other)
Benefits
Comp & perks- Competitive salary
- Meaningful equity ownership
- Healthcare
- Dental
- Vision
- 401(k) match
- Unlimited PTO
