AIP Innovation Engineer - iDEA by Lear
Southfield, MI, US, 48033
USD 139K-194K (estimate) Mid-level Full Time
Tasks
- Build CI/CD pipelines for AI systems
- Build LLM backed prompt workflows
- Create evaluation harnesses for agent workflows
- Create technical documentation and runbooks
- Deliver MVPs and iterate with stakeholder feedback
- Design and implement AIP agents
- Establish data quality monitoring and guardrails
- Implement observability for agents
- Implement ontology driven RAG and grounding
- Integrate internal and external data sources
- Operationalize AI solutions end to end
Perks/Benefits
Skills/Tech-stack
API | AWS | Agentic AI | Azure | CD pipelines | CI/CD | CI/CD pipelines | Data Lineage | Data Quality | Data integration | Event Driven | Event-driven architecture | Infrastructure as Code | JavaScript | Kubernetes | LLM | Learning operations | MLflow | Machine Learning | Machine Learning Operations | Microservices | Observability | Ontology | Prompt engineering | PySpark | Python | RAG | Retrieval-Augmented Generation | Schema Validation | Semantic grounding | Tool-Calling | TypeScript | Vector Databases | “as-code”
Education
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