About this role
Staff Machine Learning Engineer at Taskrabbit. Location: San Francisco, California, United States. Role: owning architecture, building pipelines, mentoring engineers Requirements: 8+ years building and deploying production ML systems; deep expertise in ranking/recommender systems, debiasing, A/B experimentation, and system architecture. Strong Python and SQL skills; experience with ML libraries and modern data/infra tooling. Category: Engineering Seniority: Senior Level Tools: Python, SQL, PyTorch, TensorFlow, scikit-learn, LightGBM, XGBoost, Kafka, Airflow, Snowflake, BigQuery, Docker, Kubernetes, dbt, Terraform, CI/CD, Claude Code, Augment Commitment: Full Time Workplace: Hybrid Languages: English