Artificial Intelligence Lead

Artificial Intelligence / LLM Solutions Lead – Energy Company - Contract role The AI / LLM Solutions Lead will design, build, and operationalise AI capabilities within a major energy company’s Data team. The role focuses on delivering an LLM-based Sales Call Quality Assurance (QA) solution, creating a repeatable AI architecture, and uplifting team capability. • Contract role - 3 months rolling • Largely remote • Outside IR35 Key Responsibilities • Evaluate LLM model options and recommend a preferred approach. • Tune models and optimise prompts to improve accuracy. • Implement continuous monitoring for performance, drift, and cost, with alerting integrated into existing tools. • Lead deployment and integration of models into production. • Design a scalable, repeatable architecture for multiple AI use cases. • Ensure the design supports the Sales QA solution, minimises technical debt, and adapts to future needs. • Provide model-strategy recommendations (e.g., one large model vs multiple smaller models with triage). • Bring external best practices into the Data AI function. • Enable team members to replicate the development approach for future LLM use cases. Must have experience in the following: • Hands-on experience building and deploying LLM or generative AI solutions in production. • Strong understanding of model selection, fine-tuning, prompt engineering, and evaluation methods. • Python, SQL, dbt, Airflow • Understand how to frame prompts, evaluate outputs of LLMs, manage prompts with LangChain • Platforms: Snowflake Cortex, AWS Bedrock • Evaluate costs / performance advantages of models on Bedrock vs Snowflake, the size of the model, fine-tune smaller models • Create logic for summarising calls transcripts, validate QA checklist • Build evaluation framework • Integrate LLM API to process text at scale via Snowflake Cortex or AWS Bedrock • Build APIs on AWS to connect to other systems (slack, excel, kraken) • Implement data security and governance practices to work with PII data If this sounds like an opportunity you are interested in, apply now for an immediate review!