6 дней назад
Senior Machine Learning Engineer II (EO/IR Image Analysis)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer II (EO/IR Image Analysis) (AI/aerospace): Building and deploying deep learning neural networks and machine learning pipelines for advanced electro-optical and infrared image processing with an accent on computer vision, model deployment, and operational space-based sensing systems. Focus on designing and validating models for detection, segmentation, and tracking, integrating prototypes into operational systems, and maintaining reliable ML infrastructure.
Location: Tucson, Arizona, United States; onsite work in a US office.
Company
is an end-to-end space company building rockets, spacecraft, optical systems, and critical subsystems for commercial, civil, and national security missions.
What you will do
- Design, train, validate, and deploy machine learning models for optical systems applications.
- Build and maintain ML pipelines for data ingestion, feature engineering, training, and inference.
- Develop deep learning solutions for electro-optical and infrared image processing, computer vision, and video analysis.
- Collaborate with AI, machine learning, and computer vision researchers and engineers.
- Rapidly prototype solutions and integrate them into operational systems.
- Troubleshoot, fix bugs, maintain systems, and evaluate new ML tools, frameworks, and research techniques.
Requirements
- Bachelor’s degree with 8+ years of experience, or a master’s degree or Ph.D. in computer science, electrical and computer engineering, mechanical engineering, physics, or a related field.
- Strong knowledge of machine learning model selection, architecture, training, validation, testing, and deployment.
- Experience building deep learning neural networks for computer vision, image processing, or video analysis, including object detection, image segmentation, or tracking.
- Strong mathematics background, particularly in linear algebra, and proficiency in Python.
- Experience with deep learning libraries such as Keras, TensorFlow, or PyTorch, plus software engineering fundamentals including version control, testing, CI/CD, and containerization.
- US citizenship is required, and the ability to obtain and maintain a US Government security clearance is required.
Nice to have
- Proficiency in C, C++, or Rust.
- Experience curating high-quality real-world datasets for deep learning models.
- TS/SCI security clearance.
Culture & Benefits
- Work on spacecraft, optical systems, and sensing solutions supporting space and national security missions.
- Collaborative environment focused on innovation, teamwork, and rapid execution.
- Role includes hands-on computer and production-area work with occasional exposure to moderate noise, dust, and fumes.
- US roles are subject to ITAR and other government space technology export regulations.
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