BIP Ventures

Full-stack Engineer

• Add AI capabilities, LLM-powered features, workflows, and interfaces to existing full-stack applications
• Build and improve RAG systems with a Senior AI Engineer, including chunking, embeddings, retrieval quality, and evaluation
• Manage context windows and model inputs across text, documents, and images
• Help design agentic workflows, multi-step LLM pipelines, tool use, and orchestration
• Prompt-engineer and evaluate LLM workflows
• Write clean, testable services and data pipelines
• Translate workflow needs from investment and operations colleagues into concrete technical problems
• Work closely with a Senior AI Engineer in an apprenticeship-style role
• Take sprint tasks directly and contribute to active RAG or agentic workflow projects
• Contribute to evaluation and testing pipelines
• Work on a small embedded technology team

Junior AI Engineer, Full Stack Developer