Machine Learning Data Builder

Added
7 days ago
Type
Full time
Salary
Salary not provided

Related skills

sql python airflow dvc dagster

📋 Description

  • Build and maintain dataset ingestion, cleaning, and versioning pipelines
  • Design and operate labeling workflows, including QC and inter-annotator tracking
  • Own dataset testing: coverage, class balance, leakage detection, docs
  • Manage dataset versioning and lineage for model releases
  • Partner with data science and product teams on data sharing and formats

🎯 Requirements

  • 3+ years data engineering experience; strong Python and SQL
  • Experience with data versioning tools (DVC, LakeFS) and orchestration (Airflow, Dagster)
  • ML data concerns: train/test leakage, label noise, distribution shift
  • Rigor in documentation and reproducibility
  • Collaborate with data science and product teams on data sharing

🎁 Benefits

  • Innovative cybersecurity environment
  • Collaborative culture
  • Professional growth opportunities
  • Impactful work protecting data and assets
  • Fun and dynamic atmosphere
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