Senior Member of Technical Staff, Web Data

Posted 6 days ago

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About the role

  • Senior Member of Technical Staff focusing on web data pipelines for AI at Cohere. Transforming raw data into high-quality training data for advanced language models.

Responsibilities

  • Maintain large-scale pipelines for processing web corpora.
  • Work on filtering and quality-scoring systems to identify high-value web documents.
  • Analyze web data composition across domains, languages and time periods.
  • Develop and maintain highly-performant deduplication pipelines.
  • Collaborate with cross-functional teams, including researchers and engineers, to ensure data pipelines meet the demands of cutting-edge language models.

Requirements

  • Strong software engineering skills, with proficiency in Python and experience building data pipelines.
  • Familiarity with data processing frameworks such as Apache Spark, Apache Beam, Pandas, or similar tools.
  • Experience working with large-scale web datasets.
  • Knowledge of data quality assessment techniques and experimentation with data mixtures.
  • A passion for bridging research and engineering to solve complex data-related challenges in AI model training.
  • Bonus: paper at top-tier venues (such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, EMNLP).

Benefits

  • An open and inclusive culture and work environment
  • Work closely with a team on the cutting edge of AI research
  • Weekly lunch stipend, in-office lunches & snacks
  • Full health and dental benefits, including a separate budget to take care of your mental health
  • 100% Parental Leave top-up for up to 6 months
  • Personal enrichment benefits towards arts and culture, fitness and well-being, quality time, and workspace improvement
  • Remote-flexible, offices in Toronto, New York, San Francisco, London and Paris, as well as a co-working stipend
  • 6 weeks of vacation (30 working days!)

Job type

Full Time

Experience level

Senior

Salary

Not specified

Degree requirement

Bachelor's Degree

Tech skills

ApachePandasPythonSpark

Location requirements

RemoteCanada

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