Platform Data Engineer: ML Datasets & CV Pipelines

Allen Control Systems; Austin (TX); On-site; USD 100,000 - 130,000; Full time

Benefits offered by this job

Competitive salary

ACS Equity Package

Health, Dental, Vision Insurance

Paid Time Off

Job summary

A defense technology startup in Austin is looking for a Machine Learning Data Engineer to optimize datasets for computer vision model training. This role involves designing image and video pipelines, developing synthetic data workflows, and ensuring data quality. Candidates should have 3+ years in data engineering, proficiency in AWS and Python, and a degree in Computer Science or related fields. Competitive salary, equity package, and comprehensive health benefits available.

Qualifications

• 3+ years of experience in data engineering or equivalent fields.
• Solid understanding of data structures and systems design.
• Proficient in using AWS for data management and processing.

Responsibilities

• Design and own end-to-end image+video pipelines for model training.
• Develop and use data quality tooling: metrics for balance and drift.
• Implement and own dataset versioning and cataloging.

Skills

Data engineering

AWS

Python

SQL

Linux

Communication across teams

Education

Bachelor’s or Master’s degree in Computer Science or related field

Tools

PyTorch

Unreal Engine

Job description

A defense technology startup in Austin is looking for a Machine Learning Data Engineer to optimize datasets for computer vision model training. This role involves designing image and video pipelines, developing synthetic data workflows, and ensuring data quality. Candidates should have 3+ years in data engineering, proficiency in AWS and Python, and a degree in Computer Science or related fields. Competitive salary, equity package, and comprehensive health benefits available.