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Member of Technical Staff, Data Infrastructure

Inception

Bay Area$200k–350kOn-site3mo ago
Employment
Full-time
Seniority
Staff

About the role

  • Design, build, and operate scalable, fault-tolerant infrastructure for LLM research: distributed compute, data orchestration, and storage across modalities.
  • Develop high-throughput systems for data ingestion, processing, and transformation — including training data catalogs, deduplication, quality checks, and search.
  • Build systems for web crawling, data ingestion, and real-time data processing to support model training operations.
  • Develop tools and frameworks for efficient data storage, retrieval, and versioning across distributed systems.
  • Ensure data collection adheres to privacy regulations.
  • BS/MS/PhD in Computer Science, Machine Learning, or a related field (or equivalent experience).
  • 3+ years of experience building data processing pipelines at scale, particularly with AI/ML applications.
  • Strong proficiency in Python and experience with data processing frameworks (Apache Spark, Beam, Airflow).
  • Familiarity with synthetic data generation techniques and data augmentation strategies.
  • Familiarity with web scraping, crawling technologies, and Common Crawl datasets.
  • Solid understanding of machine learning fundamentals and experience with ML frameworks (PyTorch, TensorFlow).
  • Experience with SQL and NoSQL databases for managing structured and unstructured data.
  • Experience with large language models and understanding of tokenization, embeddings, and model architectures.
  • Experience managing human annotation workflows and quality control processes.
  • Experience with vector databases and embedding-based retrieval systems.
  • Knowledge of data privacy regulations and ethical AI practices.
  • Experience with distributed computing and large-scale data storage systems (HDFS, S3, BigQuery).

Compensation

  • Work with World-Class Talent: Collaborate with the inventors of diffusion models and leading AI researchers
  • Shape Foundational Technology: Your decisions will influence how the next generation of AI products are built and used
  • Immediate Impact: Join at the ground floor where your contributions directly shape product direction and company trajectory
  • Competitive salary and equity in a rapidly growing startup
  • Flexible vacation and paid time off (PTO)
  • Health, dental, and vision insurance
  • 401k match
  • Catered meals (breakfast, lunch, & dinner)
  • Commuter subsidies
  • A collaborative and inclusive culture

Perks & benefits

  • 401k
  • Vision Insurance
  • Unlimited Vacation
  • Paid Time Off
  • Pension Matching
  • Equity Compensation

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