Machine Learning Data Builder
Core
Own the data foundation for ML models by building dataset pipelines, labeling workflows, and ensuring data quality to remove bottlenecks in model performance.
Role type
Machine Learning Data Engineer
Builds
Dataset pipelines, labeling workflows, and versioned training/evaluation sets
Domain
Cybersecurity / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, data versioning tools (DVC, LakeFS), pipeline orchestration (Airflow, Dagster), dataset testing, documentation
Preferred skills
null
Technologies
Python, SQL, DVC, LakeFS, Airflow, Dagster
Responsibilities
Build and maintain dataset ingestion, cleaning, and versioning pipelines; Design and operate labeling workflows with quality control; Own dataset testing including coverage analysis and leakage detection; Manage dataset versioning and lineage; Partner with data science and product engineering teams on data formats
Seniority
Mid-level, hands-on IC
