Sr Manager, Data Factory Operation
Core
Lead mid-end functions of Data Factory, overseeing centralized and decentralized data production pipelines for Embodied AI (EAI) model training.
Role type
Senior Manager, Data Factory Operations
Builds
Large-scale robot data collection sites, datasets, and operational workflows for AI/ML training.
Domain
Embodied AI, Robotics, Data Operations
Deliverable
production ML models
Required skills
Large-scale operations management, robotics data collection, data privacy compliance (GDPR/CCPA), distributed operational models, Embodied AI systems, physical environment design, high-throughput scaling, SOP development, robotics hardware knowledge, data quality validation, data preprocessing workflows, vendor/contractor management, project management.
Preferred skills
VR Teleoperation, multi-modal data formats (MCAP, HDF5), humanoid/AMR robotics, synthetic data generation, global contributor network management, manufacturing/warehouse automation, cloud data infrastructure, MLOps, PMP/Lean Six Sigma.
Technologies
RGB/RGB-D cameras, IMUs, LiDAR, VR teleoperation systems, edge compute devices, MCAP, HDF5
Responsibilities
Design and construct physical data collection sites and scenario layouts; manage global contributor networks and high-volume collection tasks; develop and enforce SOPs and quality acceptance criteria; ensure data integrity, privacy compliance, and PII anonymization; provide technical support and feedback loops for client teleoperation needs.
Seniority
Senior Manager, hands-on leadership