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Senior Data Engineer - Legal Tech

OMW Consulting • United State
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Build and maintain production-grade data pipelines for ingesting and normalizing millions of legal records from PACER, NYSCEF, and state court systems. Design LLM-assisted extraction workflows and RAG pipelines to transform unstructured legal data into reliable, queryable structures for AI strategy products. Requires 4-8 years of experience in Python, SQL, AWS, and large-scale data engineering with a focus on semi-structured datasets.

Key Highlights
Own the caselaw and docket data layer, processing millions of court records from PACER, NYSCEF, and state systems.
Design and implement LLM-assisted extraction workflows using Claude, Gemini, or OpenAI to structure unlegal text.
Operate and optimize the AWS data stack (S3, RDS) and build RAG pipelines using Pinecone and Voyage AI.
Key Responsibilities
Build and maintain production data pipelines ingesting millions of court records from PACER, NYSCEF, state court systems, and published opinions.
Take full ownership of the caselaw and docket data layer.
Convert PDFs, scanned filings, XML, HTML, and other semi-structured inputs into clean, queryable data structures.
Design LLM-assisted extraction workflows using Claude, Gemini, or OpenAI.
Turn unstructured legal text into reliable structured data and actionable signal.
Work closely with full-stack engineers to support judicial behavioural intelligence and AI strategy products.
Run statistical analyses and optimise SQL queries to improve data quality and performance.
Build and improve RAG pipelines and semantic search capabilities using tools such as Pinecone and Voyage AI.
Operate and optimise the AWS data stack, including S3 and RDS.
Develop data infrastructure in line with SOC 2 subservice architecture requirements.
Technical Skills Required
Python SQL Amazon Web Services
Benefits & Perks
Salary of $180,000-$220,000
0.15%-0.25% equity
Remote US-based working
Visa transfers supported, including OPT and H1B transfers
Nice to Have
Experience working directly with PACER, NYSCEF, state court systems, or published legal opinions.
Experience building data products for legal technology, litigation, compliance, or regulated industries.
Experience with Pinecone, Voyage AI, Claude, Gemini, or OpenAI APIs.
Experience operating data systems within SOC 2 environments.

Job Description

Senior Data Engineer - Legal tech

Location: Remote US, strong preference for New York City

Salary: $180,000-$220,000 | Equity: 0.15%-0.25%

Visa transfers accepted

Our client is building a high-performance agentic litigation engine that combines millions of embedded legal documents, proprietary judicial behavioural intelligence, and specialised AI agents to transform how litigation strategy is developed.

You would be joining a highly technical, product-focused team working at the intersection of legal data, artificial intelligence, and large-scale data infrastructure.

The Role

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