Role overview
We are building an AI-powered platform that will transform how Bolt Insight delivers consumer intelligence to clients. As Engineering Manager, AI & Data (Hands-on), you will lead the development of our core AI systems while actively contributing code, especially in the early stages.
What you'll work on
- Building the AI & Data function from the ground up, designing the technical foundation, delivering production-ready AI capabilities, and gradually forming and leading a small, high-impact team.
- You will work closely with the CTO and have direct impact on product and business outcomes by building & leading a Snowflake-based AI platform using Cortex AI for LLM inference, embeddings, and vector search.
- Retrieval-Augmented Generation (RAG) systems surfacing insights from over 10 years of proprietary research.
- Building client-specific AI agents that understand business context, research history, and preferences
- Produce APIs serving intelligent responses to internal tools and client-facing applications.
- Fine-tuning pipelines for custom models aligned with Bolt Insight’s research methodology.
- Evaluation frameworks and feedback loops for continuous model improvement.
What we're looking for
- Experience with model fine-tuning and customization.
- Background in market research, consumer insights, or B2B SaaS.
- Experience leading or mentoring engineers.
- Familiarity with ML evaluation frameworks and monitoring.
Tags & focus areas
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