Senior Machine Learning Engineer II (EO/IR Image Analysis)
Job Description
Rocket Lab Optical Systems is seeking a Senior Machine Learning Engineer II to develop deep learning models for Electro-Optical and Infrared (EO/IR) image/video processing as part of Tranche 3 of SDA’s Proliferated Warfighter Space Architecture.
Responsibilities
- Develop computer vision algorithms and deep neural networks for image and video processing chains
- Partner with researchers and engineers across artificial intelligence, machine learning, and computer vision
- Use physics-based image simulation frameworks to scale training and validation data
- Design, train, and deploy machine learning models for Optical Systems applications
- Perform rapid prototyping and enhanced development for integration into operational systems
- Carry out troubleshooting, bug fixes, and maintenance for existing and newly developed systems
- Monitor ML research and assess new tools, frameworks, and techniques
Requirements
- Bachelor’s degree plus 8+ years experience; Master’s degree or Ph.D. in Computer Science, Electrical and Computer Engineering, Mechanical Engineering, Physics, or a related field
- Strong foundation in math and machine learning fundamentals, including model selection, architecture, training, validation, testing, and deployment
- Experience building deep learning neural networks (for example CNNs) for computer vision and image processing, including object detection, image segmentation, and tracking
- Strong math background, including linear algebra and optimization theory
- Proficiency in Python
- Experience with deep learning libraries such as Keras, TensorFlow, and PyTorch
- Software engineering fundamentals including version control, testing, CI/CD, and containerization
- U.S. citizenship required due to program requirements
- Ability to obtain and maintain a U.S. Government Security Clearance
Technologies
- Python
- Keras
- TensorFlow
- PyTorch
Nice to Have
- Proficiency in C/C++/Rust
- Experience curating quality, real-world datasets for training deep learning models
- TS/SCI security clearance
- May involve prolonged periods of sitting, standing, walking, and computer work, with occasional exposure to moderate noise, dust, and fumes in production areas
Location and Salary
- Location: Littleton, CO (onsite)
- Compensation: USD 100,000 to 176,200 per year
U.S. Office Eligibility (ITAR / Export Regulations)
- To comply with U.S. Government space technology export regulations, including ITAR, Rocket Lab employees must be a U.S. citizen, lawful U.S. permanent resident (current Green Card holder), lawfully admitted as a refugee or granted asylum, or be eligible to obtain required authorizations from the U.S. Department of State and/or the U.S. Department of Commerce, as applicable