Software Engineer, AI

About this role

Ambrook is seeking an AI Software Engineer to build intelligent systems that modernize financial management for family-run farms and small businesses. You'll develop LLM-powered features for document parsing, transaction categorization, and bookkeeping automation while establishing best practices for AI infrastructure and evaluation.

What you'll do

• Develop and ship LLM-powered features for financial document processing and transaction management
• Design evaluation pipelines, prompt management systems, and feedback loops to improve model performance
• Build hybrid AI and rule-based systems for automated bookkeeping and financial analysis
• Collaborate with product and design to create reliable, intuitive AI experiences
• Establish internal tooling for prompt iteration, embedding search, and model retraining
• Contribute to long-term AI strategy for automation decisions and human-in-the-loop workflows

What they're looking for

• LLM development and prompt engineering
• Machine learning and NLP
• Document extraction and classification
• Python and TypeScript/React
• Production ML system design
• Vector search and embeddings
• Pragmatic judgment on when to use AI vs. heuristics
• Product-focused engineering mindset