1 year ago
Base Salary
$140k - $210k/yr
Responsibilities
- Develop intelligent systems using LLMs, NLP, and heuristics for bookkeeping, inbox triage, and financial workflows.
- Build and ship LLM-powered features such as document parsing and financial transaction categorization.
- Establish evaluation pipelines, prompt management, and feedback loops for improving LLM performance.
- Implement document extraction and financial transaction tagging using heuristic and model-based approaches.
- Architect and scale hybrid AI and rule-based systems for automated bookkeeping and analysis.
- Improve internal tooling for classification, tagging, summarization, prompt iteration, embedding search, labeling, and retraining.
- Contribute to AI strategy, including automation decisions, confidence measurement, and human-in-the-loop design.
- Collaborate with product, engineering, and design to create reliable and intuitive AI features.
Requirements
- Experience building and shipping ML- or AI-driven features in production.
- Ability and interest in applying language models to unstructured real-world datasets.
- Pragmatic judgment about when to use LLMs, regular expressions, or user input.
- Preferred experience with LLM APIs, prompt engineering, embeddings, vector search, or fine-tuning.
- Preferred experience with transaction, finance, document-processing, or communications-tooling products.
- Preferred experience with TypeScript, React, and Python-based ML tooling such as LangChain, OpenAI SDK, or Pinecone.
Benefits
- Health insurance
- 401(k) with matching contribution
- Paid parental leave
- Flexible work hours and vacation time
- Work-from-home/remote office stipend
- Wellness stipend
- Professional development stipend
- Competitive compensation
Tech Stack
Categories
About Ambrook
Ambrook builds financial software for farms and other family-run, real-economy businesses, centered on accounting, spend management, and payments. Its platform replaces paperwork with SaaS bookkeeping, corporate cards, and cash-flow tools so owners can track margins and share clean records with lenders. Founded in 2020 and headquartered in New York, the privately held company focuses on U.S. agriculture and natural-resource operators.