AI Engineer

About Labrynth
Labrynth accelerates progress by streamlining regulatory complexity. We build AI-powered platforms that navigate complex regulations, generate audit-level documentation, and provide certainty -- not shortcuts. Our technology serves clients across heavily regulated industries including energy, compliance, and government permitting.
We operate as a forward-deployed engineering organization: small, high-velocity teams embedded directly with clients to rapidly discover needs and ship production-quality solutions.

About the Role
We are looking for an AI Engineer to join our forward-deployed team supporting clients in regulated industries. This role requires a US person physically based in the United States due to export control regulations governing certain client materials.
You will work closely with senior engineering to build and maintain AI-powered regulatory document processing and pre-drafting systems. You'll receive guidance while taking ownership of meaningful features and deliverables. You'll also have direct client exposure and the opportunity to grow rapidly in a high-impact environment.

What You'll Do
Build and extend multi-agent AI pipelines for regulatory document analysis, gap identification, and pre-draft generation

Work with export-controlled materials in a compliant environment

Develop and improve GraphRAG-based knowledge retrieval systems using Neo4j

Integrate and orchestrate LLM calls for document processing workflows

Collaborate with engineers and directly with clients to understand domain requirements and translate them into technical solutions

Contribute to platform architecture as we modularize and scale our systems across multiple regulatory domains

What We're Looking For
US citizen or permanent resident, physically located in the United States (non-negotiable)

3-5 years of software engineering experience with solid Python skills

Experience with or strong interest in AI/LLM applications (agent pipelines, RAG, document processing)

Comfort working with cloud services, preferably GCP (Cloud Run, BigQuery, Memorystore)

Familiarity with relational or graph databases (Neo4j experience is a plus)

Experience with Django or FastAPI

Proactive and resourceful -- comfortable taking ownership of tasks while collaborating closely with team members

Good communication skills for participating in client interactions alongside leadership

Nice to Have
Experience in regulated industries (energy, defense, healthcare, finance)

Familiarity with energy or government regulatory frameworks

DOE Q-clearance or ability to obtain one

Experience with document processing pipelines (Scrapping, OCR, PDF extraction)

Contributions to open-source AI/ML projects

Experience with task queues and distributed processing

What We Offer
High-impact work at the intersection of AI and critical regulatory space

Small team with outsized influence -- your work directly shapes the product

Modern AI-native development environment

Accelerated growth path

Remote-first within the US

Values We Hire For
Character -- integrity and trustworthiness above all

Competency -- evoking trust and reliably delivering

Togetherness -- family-level support and alignment

Impact -- meaningful outcomes over activity

Commitment -- ownership and follow-through