Member of Technical Staff - Data Ingestion Engineer
CA, London, NY
On-site
Permanent
26 Applications
Job description
You will build and operate systems that acquire, extract, normalize, version, and deliver large-scale data for pre-training. You will run experiments on crawling and extraction strategies, analyze data quality and coverage, develop specialized crawlers, and improve ingestion infrastructure through code review and production debugging.
Responsibilities
- Build and operate large-scale data ingestion systems for pre-training
- Run experiments on crawling strategies, extraction methods, and ingestion tradeoffs
- Analyze ingested data to identify gaps, redundancy, and improvements
- Build reliable ingestion pipelines for large data campaigns
- Develop specialized crawlers for high-priority data sources
- Review code, debug production issues, and improve ingestion infrastructure
Requirements
- Experience building web crawling, data ingestion, or large-scale data acquisition systems
- Experience with Ray, Beam, Spark, or similar technologies
- Familiarity with LLM training and evaluation
- Experience working with multi-terabyte to petabyte-scale datasets
- Ability to design experiments and use data to improve systems
- Communication skills
Benefits
- Stock options
- Medical, dental, vision, and life insurance
- Annual wellness allowance
- Daily office lunch and dinner
- 22 weeks of paid parental leave
- Unlimited paid time off in the U.S.
- 30 vacation days in the U.K.
- Visa sponsorship support
- Regular off-sites, happy hours, and team celebrations
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