Automation Engineer
caterpillar
Job Description
- Design, build, test, and iterate on data science, machine learning, and Generative AI (GenAI) solutions aligned to pod objectives, including LLM‑based systems, retrieval‑augmented generation (RAG), agents, and multimodal use cases.
- Perform data exploration, feature engineering, model training, evaluation, and validation, including GenAI‑specific evaluation (e.g., groundedness, hallucination risk, latency, cost, and quality metrics).
- Implement solutions that are scalable, maintainable, and aligned with enterprise architecture, data, and engineering standards, with explicit consideration for GenAI safety, security, and Responsible AI controls (prompt management, guardrails, data provenance, and access controls).
- Contribute production‑ready code, notebooks, pipelines, and model artifacts, including prompts, system instructions, evaluation harnesses, and GenAI configuration assets.