Platform Engineer, Data
Core
Design and maintain scalable data infrastructure and curation strategies to support computer vision model training for autonomous drone defense systems.
Role type
Senior IC data platform engineer (computer vision)
Builds
Large-scale image and video pipelines, synthetic data generation workflows, and optimized datasets for model training
Domain
Defense / Robotics / Computer Vision
Deliverable
production ML models
Required skills
Data infrastructure design, data curation strategies (coreset selection, embedding-based filtering), synthetic data generation, pipeline orchestration, data versioning, data quality metrics, active learning
Preferred skills
Model training dynamics understanding, hard example mining, class balancing, de-duplication, metadata cataloging
Technologies
None explicitly stated
Responsibilities
Design and develop scalable data infrastructure for growing data volume and complexity; Implement dataset optimization approaches (hard example mining, class balancing, de-duplication); Support ingestion, transformation, and storage workflows; Develop synthetic data generation workflows; Own end-to-end image and video pipelines; Coordinate real-world data collection and labeling; Build data quality tooling and feedback loops; Manage dataset versioning, release management, and lineage
Seniority
Senior, hands-on IC
