Computer Vision & Machine Learning, Staff

Allencontrolsystems; 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

Allen Control Systems in Austin, Texas, is seeking an experienced Staff Computer Vision & Machine Learning engineer for our innovative anti-drone systems. The role involves leading the development of computer vision algorithms and machine learning models, requiring a Master's degree and 9+ years of relevant experience.

As part of our dynamic team, you will collaborate closely with electrical engineers to ensure integration into hardware, conduct extensive testing, and mentor junior engineers to enhance expertise. Competitive salary and attractive benefits are offered.

Qualifications

• 9+ years of experience working on machine-learning-based computer vision, preferably in robotics.
• Proven track record of developing and deploying real-time computer vision systems.
• Experience with integrating algorithms into hardware.

Responsibilities

• Lead the development of computer vision algorithms for drone detection and tracking.
• Design machine learning models for resource-constrained environments.
• Collaborate with engineers to integrate systems into hardware architectures.
• Conduct testing and validation of algorithms under various conditions.
• Mentor junior engineers and boost expertise in the company.
• Assist in hardening the turret into a military-grade system.

Skills

Deep passion for machine learning

Computer vision expertise

Proficient in Python

Proficient in C++

Experience with TensorFlow

Experience with PyTorch

Mentoring and collaboration skills

Education

Master's degree in Computer Science or Electrical Engineering

Tools

Machine learning frameworks

Embedded systems

Cameras

LIDAR

RADAR

Job description

Staff Computer Vision & Machine Learning for Autonomous Anti-Drone Systems

Company Overview

Allen Control Systems (ACS) is a cutting-edge defense startup, founded by two former Navy electrical engineers with a proven track record in robotics and software. 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. Our innovative approach requires overcoming significant technical challenges, making this an exciting and dynamic environment for experienced engineers.

With an engineering-first culture, ACS values technical excellence and innovation. 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 will have a real-world impact.

What You'll Do

• Lead the development and optimization of computer vision algorithms for our autonomous gun turret, focusing on real-time drone detection, tracking, and classification.
• Design and implement machine learning models that can operate in resource-constrained environments while maintaining high accuracy and reliability.
• Collaborate closely with electrical engineers to integrate computer vision systems into the turret's hardware architecture.
• Conduct extensive testing and validation of computer vision algorithms in various scenarios to ensure robustness and performance under different environmental conditions.
• Mentor junior engineers and contribute to the overall growth of the machine learning and computer vision expertise within the company.
• Contribute to the hardening of the prototype turret into a military-grade system, and assist in developing variants for different weapon systems and engagement ranges.

What You'll Need

• Deep passion for machine learning, computer vision, and robotics, and have been exploring these areas since early in your career.
• At least a Master's degree in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine-learning and computer vision.
• 9+ years of experience working on machine-learning-based computer vision, ideally in the context of robotics.
• A proven track record of developing and deploying computer vision systems, ideally in real-time or safety-critical applications.
• Proficient in Python, C++, and have experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
• Experience with embedded systems and integrating computer vision algorithms into hardware.
• Familiar with various sensors (e.g., cameras, LIDAR, RADAR) and their integration into autonomous systems.
• You enjoy mentoring and collaborating with other engineers to solve complex technical challenges.

What We Offer

• Competitive salary
• ACS Equity Package
• Health, Dental, Vision Insurance
• Paid Time Off

Allen Control Systems is an Equal Opportunity Employer, providing equal employment opportunities to all employees and applicants for employment. Allen Control Systems prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.