Ambrook

Frontend Engineer

• Own: Our team’s delivery of beautiful, performant product experiences.
• Teach: Best practices in componentization, performance, and frontend development.
• Learn: Ins and outs of building an agrifinance and climate tech company, including Android and iOS development with React Native.
• Improve: Existing component APIs, layers of abstraction, and development velocity.
• Deliver standalone features, collaborate with Design, analyze best practices, participate in customer meetings, plan and execute improvements to design system and frontend stack, hire and interview candidates.

Senior/Staff Software Engineer, Frontend

Full-stack Engineer

• Own development of intelligent systems and tools that use LLMs, NLP, and heuristics to streamline bookkeeping, inbox triage, and financial workflows.
• Teach best practices around ML system design, evaluation, prompt engineering, and scalable AI infrastructure.
• Learn how messy real world financial data really is and make sense of it using language models.
• Improve internal tooling and infrastructure for classification, tagging, summarization, and user-in-the-loop AI systems.
• Build and ship LLM-powered features (e.g., document parsing, transaction categorization) and review current AI usage.
• Collaborate with product, engineering, and design to integrate AI into customer workflows and make features reliable and intuitive.
• Establish foundations for evaluation pipelines, prompt management, and feedback loops to improve LLM performance.
• Implement or improve systems for document extraction and financial transaction tagging using heuristics and model-based approaches.
• Architect and scale hybrid AI + rule-based systems for automated bookkeeping and analysis; contribute to long-term AI strategy.
• Build internal tooling for prompt iteration, embedding search, labeling, and retraining; share learnings publicly.

Software Engineer, AI

• Own delivery of elegant, performant product experiences and infrastructure
• Teach best practices in engineering architecture, project management, and cross-functional collaboration
• Learn agrifinance, agricultural bookkeeping, farm finance ecosystem, natural resource management/ESG, and mobile development with React Native
• Improve existing full-stack architecture, API, engineering tooling, and development velocity
• Deliver a standalone feature using Ambrook’s tech stack and contribute to code reviews
• Analyze current engineering practices and share technical notes with the team
• Collaborate with Product to prioritize features and influence product direction
• Act as engineering owner for large full-stack features: break down projects, triage, and manage delivery
• Plan and execute improvements to server infrastructure, databases, and CI/CD tooling
• Perform end-to-end data analysis, including pipeline development, transformation, and dashboarding
• Champion user data hygiene, operational security, and privacy practices
• Contribute to hiring, interviewing, and onboarding; write about engineering improvements for Ambrook Research