Allencontrolsystems

Platform Engineer, Data

Austin, TX

Sponsorship not specifiedDetected 126 days ago

PythonData StructuresSQLAWSPlatform EngineeringMachine LearningPyTorchData EngineeringComputer VisionRoboticsControlsUnreal Engine

About the role

We are seeking a Data Platform Engineer who combines expert-level data infrastructure skills with a strong knowledge of AI & Machine Learning principles.

Design and d evelop a scalable data infastructure, focusing on organization and curation to support continuing increases in data volume and complexity
Design and implement existing and novel approaches to optimize datasets for model training (e.g., hard example mining, class balancing, de-duplication, embedded-based filtering).
Develop and use data quality tooling: metrics for balance, drift, and annotation error
Implement and own dataset versioning, release management, and lineage and metadata cataloging.
Solid understanding of data structures and systems design for orchestrating data-related workflows in a rapidly growing environment.
Backed by our founders' successful exits from two previous ventures acquired for a combined $180M in 2022, we are committed to ensuring that the groundbreaking technologies we develop have a real-world impact.

3+ years of experience in data engineering or equivalent fields.
5+ years of industry experience.
Experience with PyTorch DeepCore.
Experience with Unreal Engine.
Support the data infrastructure required for optimal ingestion, transformation, and storing of datasets

ACS Equity Package
Health, Dental, Vision Insurance
We are developing a small, autonomous gun turret that employs advanced computer vision and control systems to precisely target and neutralize small drones and loitering munitions.
With an engineering-first culture, ACS values technical excellence and continuous learning.
Experience in image/video data engineering for computer vision projects.
Develop and use synthetic data generation workflows to create realistic synthetic training data for computer vision models.
Design and own end-to-end image and video pipelines for computer vision model training: multi-source ingestion, QA and visualization, standardization, and organization.
active-learning sampling to target gaps

Allen Control Systems (ACS) is a cutting-edge defense startup founded by two ex-Navy electrical engineers with a proven track record in robotics and software.

Equal Opportunity Employer, providing equal employment opportunities to all employees and applicants for emplo

This listing is sourced directly from Allencontrolsystems's careers page and normalized into a canonical job model.