AI Engineer

Requirements / Content Required Experience 5+ years software engineering 2+ years AI / LLM development Must-Have Competencies Python software development REST API development Agentic AI development Git and CI/CD System integration API contract design Software architecture fundamentals Tool-calling agents with bounded execution and failure handling Retrieval-augmented generation and vector search Structured LLM output validation and confidence handling Prompt, model and evaluation lifecycle management Production observability and AI quality telemetry Nice-to-Have Competencies Databricks Microsoft AI Foundry MCP React frontend development Automotive engineering processes Domain Knowledge Testing lifecycle Root cause analysis workflows Jira-based engineering toolchains SW Log analysis ESO/telemetry evidence and failure-analysis pipelines Databricks Apps, Model Serving, MLflow and Unity Catalog basics