6 дней назад
Principal Machine Learning Engineer (EO/IR Image Analysis)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal Machine Learning Engineer (EO/IR Image Analysis) (AI/aerospace): Building deep learning neural networks and ML pipelines for advanced electro-optical and infrared image processing in space-based payloads with an accent on computer vision, model deployment, and operational defense systems. Focus on designing, training, validating, and deploying models, curating image data, and integrating rapid prototypes into mission-critical systems.
Location: Tucson, Arizona, United States; onsite work in a U.S. office
Company
is an end-to-end space company developing rockets, spacecraft, optical systems, and critical subsystems for commercial, civil, and national security missions.
What you will do
- Design, train, validate, test, 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 neural networks for electro-optical and infrared image processing, including computer vision applications.
- Collaborate with researchers and engineers on artificial intelligence, machine learning, and computer vision solutions.
- Prototype rapidly and integrate enhanced software into operational systems.
- Troubleshoot, fix bugs, maintain systems, and evaluate new ML tools, frameworks, and research techniques.
Requirements
- Bachelor’s degree with 12+ years of experience, or a master’s degree or Ph.D. in computer science, engineering, physics, or a related field.
- Strong machine learning background covering 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, segmentation, or tracking.
- Strong mathematics background, particularly linear algebra, and proficiency in Python.
- Experience with Keras, TensorFlow, PyTorch, or similar deep learning libraries, plus version control, testing, CI/CD, and containerization.
- U.S. citizenship is required, and the ability to obtain and maintain a U.S. 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 space, defense, and intelligence missions involving optical and infrared sensing systems.
- Collaborative environment spanning machine learning, artificial intelligence, computer vision, and optical systems engineering.
- Role may involve prolonged sitting, standing, walking, computer work, and occasional exposure to moderate noise, dust, and fumes in production areas.
- Work takes place under tight deadlines with an emphasis on rapid innovation, teamwork, and delivery of operational systems.
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