AI/ML Engineer (AI)

TL;DR

AI/ML Engineer (AI/LLM Agents): Designing and building an AI agent system to manage complex, high-value transaction workflows for enterprise clients with an accent on tool integrations, data pipelines, and per-stage agent components. Focus on implementing complex NLP information extraction, financial analytics, and human-in-the-loop approval gates to ensure operational reliability.

Location: Remote (Global)

Company

A US-focused, AI-native professional services firm specializing in building operational AI and data systems for high-footprint companies.

What you will do

• Implement agent capabilities for individual workflow stages, including agreement generation, market surveys, and proposal analytics.
• Build typed tools for agent consumption, focusing on template population, market-data queries, and financial analytics.
• Develop and maintain data pipelines utilizing sandbox and representative sample data.
• Encode human-in-the-loop approval gates and review checkpoints to ensure critical steps route through broker confirmation.
• Conduct end-to-end testing across all workflow stages to validate artifact quality and handoff integrity.
• Collaborate in architecture workshops to establish solid foundations for the build phase.

Requirements

• 4+ years in software or machine learning engineering with production experience building LLM-powered features or agents.
• Hands-on experience with agent frameworks, tool/function calling, retrieval (RAG), and prompt engineering.
• Strong proficiency in Python and practical experience building data pipelines for structured and unstructured data.
• Experience parsing, extracting, and generating documents in PDF and DOCX formats.
• Ability to execute quickly in hypothesis-driven, milestone-based agile sprint cycles.

Nice to have

• Experience implementing financial analytics such as lease economics, NPV, and scenario modelling.
• Deep NLP experience in clause and entity extraction from contracts or leases.
• Exposure to commercial real estate or other document-heavy transaction domains.

Culture & Benefits

• Work from anywhere, forever as part of a fully remote and global team.
• All-expenses-paid immersive company retreats in unique locations.
• Competitive compensation package including equity, bonuses, and profit sharing.
• Clear growth path toward C-Level leadership based on performance.
• Culture based on high agency, transparency, and relentless curiosity.