Junior AI Engineer | Full Stack Developer | Financial Services / Venture Capital

BIP Capital is an integrated private market investment platform operating through venture capital, equity, and private credit offerings. The company is seeking a Junior AI Engineer to enhance full-stack applications with large language model capabilities and build retrieval-augmented generation systems, agentic workflows, and evaluated LLM pipelines for investment and operations teams.

Responsibilities:

• Add AI capabilities to our existing full-stack applications: new LLM-powered features, workflows, and interfaces built directly into the products our investment and operations teams already use
• Build and improve RAG systems with a Senior AI Engineer, from chunking and embedding strategies through retrieval quality and evaluation
• Manage context windows and model inputs: decide what information a model actually needs, how to structure it, and when a task calls for a different model or a multi-modal approach across text, documents, and images
• Help design agentic workflows when the problem calls for it, including multi-step LLM pipelines, tool use, and orchestration
• Prompt-engineer and evaluate LLM workflows, treating prompts and retrieval as things you measure rather than guess at
• Write clean, testable services and data pipelines that move information reliably between systems
• Translate fuzzy workflow needs from investment and operations colleagues into concrete technical problems