Hybrid Perception Data Engineer – Visual Data Pipeline

Posted 2 months ago

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About the role

  • Perception Data Engineer at ANYbotics building data pipelines for perception models in mobile robotics. Collaborating within a global team on cutting-edge robotic technology.

Responsibilities

  • Build and operate the data plumbing that our perception models need: ingestion, versioned storage, ETL, labeling integration, and reliable production pipelines for training and inference.
  • Design, build and maintain scalable data pipelines and ETL workflows that ingest raw images, sensor metadata, and labels (both real and synthetic).
  • Implement dataset versioning, schema management, and reproducible data snapshots to support experiments and audits.
  • Integrate annotation tools (CVAT / Label Studio), manage labeling workflows and quality-control tooling, and support label QA processes.
  • Build data validation and monitoring checks (file integrity, label sanity, distribution drift alerts) and automate remediation where possible.
  • Provide clean, ready-to-use datasets and data loaders for ML engineers; optimize data access patterns for training (sharding, caching, prefetching).

Requirements

  • 3+ years engineering experience building production data pipelines or ETL systems.
  • Strong Python scripting and engineering skills (pandas, pyarrow, boto3 or equivalent).
  • Experience with dataset versioning or large-file management (DVC, Git-LFS, or similar) and cloud object storage (S3).
  • Familiarity with annotation tooling and workflows for image data (CVAT / Label Studio).
  • Basic understanding of ML training data needs (batching, sharding, augmentation integration).
  • Prior work supporting computer-vision teams (image pipelines, preprocessing, TFRecord or custom dataset formats).

Benefits

  • Health insurance
  • Retirement plans
  • Paid time off
  • Flexible work arrangements
  • Professional development

Job title

Perception Data Engineer – Visual Data Pipeline

Job type

Experience level

Mid levelSenior

Salary

Not specified

Degree requirement

Bachelor's Degree

Location requirements

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