Senior Backend Engineer, Data Modeling and Ingestion Platform
Core
Build scalable systems to unify, link, deduplicate, and enrich large heterogeneous datasets to power generative audio models and ML research.
Role type
Senior Backend Engineer (Data Engineering & Entity Resolution)
Builds
Unified canonical datasets, bulk ingestion pipelines, and entity-resolution solutions for ML research.
Domain
Generative AI / Audio Models / Large-Scale Data Integration
Deliverable
production ML models
Required skills
Python, Entity Resolution, Data Unification, BigQuery, Apache Beam, Data Quality Metrics, Matching Logic, Distributed Systems
Preferred skills
Ray, JAX, TFRecords, Spark, Flink, Go, React Native
Technologies
BigQuery, Dataflow/Beam, TFRecords, Ray, JAX, Spark, Flink
Responsibilities
Build high-throughput bulk ingestion workflows; Design and implement scalable entity-resolution solutions; Create matching logic and decision rules; Define and track data quality indicators; Prepare training-ready datasets; Develop processing components using Dataflow and BigQuery.
Seniority
Senior, hands-on IC