Allen Control Systems · 2 days ago
Data Engineer
Austin, TX
Full-time
Onsite
Mid Level
3+ years expAllen Control Systems (ACS) is a cutting-edge defense startup focused on developing innovative technologies for autonomous systems. The Data Engineer will design and manage image and video pipelines for computer vision model training, coordinate data collection and labeling, and ensure data quality through various tooling and processes.
DronesManufacturingMilitaryRobotics
Responsibilities
Design and own end-to-end image+video pipelines for computer vision model training: multi-source ingestion, QA and visualization, standardization, and organization
Develop and use synthetic data generation workflows to create realistic synthetic training data for computer vision models
Coordinate collection of real-world data; coordinate label creation and QA with labelers
Develop and use data quality tooling: metrics for balance, drift, and annotation error; active-learning sampling to target gaps; feedback loops from production back to curation
Implement and own dataset versioning, release management, and lineage+metadata cataloging
Qualification
Required
3+ years of experience in data engineering or equivalent fields
Proficient in using AWS for data management and processing
Proficient in Python for scripting and data processing; proficient with SQL and Linux
Educational Background: Bachelor's or Master's degree in Computer Science or a related field
Solid understanding of data structures and systems design for orchestrating data-related workflows
Proven ability to communicate well across engineering teams, and write and maintain effective documentation
Benefits
ACS Equity Package
Health, Dental, Vision Insurance
Paid Time Off
Company
Allen Control Systems
Allen Control Systems is a robotics defense company that develops counter-drone technology for the U.S. and its allied forces.
51-200 employees
Funding
Current Stage
Growth StageTotal Funding
$42MKey Investors
Craft Ventures
2025-03-27Series A· $30M
2024-04-18Seed· $12M
Leadership Team
Steven Simoni
President and Co-founder
Recent News
Company data provided by crunchbase