Lead Applied AI Engineer
Core
Design and build production LLM applications, agents, and tool-using systems for the energy sector, focusing on document extraction and workflow automation.
Role type
Senior IC applied AI engineer (LLM systems)
Builds
Generative AI applications, agentic systems, and document processing pipelines for oil and gas clients
Domain
Energy (oil and gas) + Generative AI
Deliverable
production ML models
Required skills
Python, LLM application development, retrieval-augmented generation, agentic systems, prompt engineering, model selection, cloud deployment, security guardrails, observability, mentoring
Preferred skills
Document AI (OCR, layout-aware extraction), fine-tuning open-weight models, Azure/AWS AI services, hiring AI engineers, cross-functional innovation experience
Technologies
AWS, Azure, Python, LLM, Machine Learning, Cloud, Security, Architect
Responsibilities
Identify customer workflow problems suited for generative AI; design and build LLM applications and agents; assess and select foundation models; build systems to extract and interpret energy documents; establish safety guardrails and monitoring; partner with data scientists on evaluation; set technical direction for the Labs applied AI function; mentor and coach colleagues.
Seniority
Senior, hands-on IC with leadership responsibilities
