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Ambrook · 4 months ago

Software Engineer, AI

New York

Full-time

Hybrid

Mid Level

$140K/yr - $210K/yr

Ambrook is a Series A startup focused on empowering family-run American businesses with modern financial tools. The Software Engineer, AI will develop intelligent systems and tools using AI and machine learning to streamline financial workflows for farmers and ranchers.

AccountingAgricultureFinTechPaymentsSoftware

H1B Sponsor Likely

Responsibilities

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 - from scanned PDFs to unformatted CSVs to text-heavy emails - and how to make sense of it using language models

Improve: Our internal tooling and infrastructure for classification, tagging, summarization, and user-in-the-loop AI systems

Build and ship a feature powered by an LLM - e.g., parsing a new type of paper document, or categorizing financial transactions

Review our current uses of AI and write up a note identifying where AI could meaningfully improve automation and accuracy

Collaborate with product and engineering to understand customer workflows and where AI would reduce manual pain

Establish early foundations for evaluation pipelines, prompt management, and feedback loops to improve LLM performance over time

Implement or improve systems for document extraction and financial transaction tagging, using both heuristics and model-based approaches

Collaborate closely with design and product to make AI features feel reliable, intuitive, and helpful, not mysterious or brittle

Architect and scale systems for automated bookkeeping and analysis using hybrid AI + rule-based systems

Contribute to our long-term AI strategy: which tasks to automate, how to measure confidence, and when to keep a human in the loop

Help build internal tooling for prompt iteration, embedding search, labeling, and retraining

Share learnings in a post on Ambrook Research or an open-source tool that helps others tackle similar messy real-world data problems

Qualification

Machine LearningNatural Language ProcessingLarge Language ModelsDocument ProcessingFinancial WorkflowsTypescriptReactPrompt EngineeringHeuristicsAI InfrastructureCollaborationProblem Solving

Required

You've built and shipped ML/AI-driven features, ideally with LLMs, in a product that's in production, not just in a notebook

You're excited to apply language models to real-world, unstructured, often ugly datasets, and turn them into valuable product experiences

You're pragmatic about AI: you know when to use an LLM, when to write a regular expression, and when to ask the user

Preferred

Experience working with LLM APIs, prompt engineering, embeddings, vector search, or fine-tuning

You've worked on products involving transactions, finance, document processing, or communications tooling

Experience with Typescript, React, and Python-based ML tooling (LangChain, OpenAI SDK, Pinecone, etc.)

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

Company

Ambrook

Ambrook provides accounting software for agricultural businesses.

Founded in 2020

New York, New York, USA

11-50 employees

https://ambrook.com

H1B Sponsorship

Ambrook has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

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2025 (1)