Data Engineer
Core
Build ingestion and search systems for AI products processing global patent literature, case law, and scientific databases.
Role type
Senior IC data engineer (large-scale data infrastructure)
Builds
High-throughput ingestion pipelines, document processing systems, and scalable search/indexing services for tens to hundreds of millions of records.
Domain
Intellectual Property (IP) industry + Data Engineering
Deliverable
production ML models | product features
Required skills
Python, SQL, production database design, large-scale data pipeline operations, search system architecture, schema design, indexing, query optimization, performance profiling
Preferred skills
PostgreSQL, pgvector, OpenSearch, Elasticsearch, Spark, Delta Lake, AWS, NoSQL, Rust, C++
Responsibilities
Build and operate high-throughput, resumable pipelines for large datasets; extract content from complex documents and handle malformed records; design schemas and indexes for fast keyword and vector search; link information across diverse sources; profile and tune infrastructure for throughput, latency, and cost.
Seniority
Senior, hands-on IC
