4 дня назад
Senior Machine Learning Engineer II (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer II (Computer Vision): Building, training, and deploying deep learning neural networks and ML pipelines for advanced EO/IR image processing in space-based optical systems with an accent on computer vision, model validation, and operational deployment. Focus on designing image detection, segmentation, and tracking solutions, integrating prototypes into operational systems, and maintaining reliable ML software for DoD and intelligence missions.
Location: Tucson, Arizona, United States; based at Optical Systems sites
Company
is an end-to-end space company building rockets, spacecraft, optical systems, and other 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 covering data ingestion, feature engineering, training, and inference.
- Develop deep learning neural networks for EO/IR image processing, computer vision, and video analysis.
- Collaborate with researchers and engineers on artificial intelligence, machine learning, and computer vision.
- Prototype solutions rapidly and integrate them into operational systems.
- Troubleshoot, fix bugs, maintain systems, and evaluate new ML tools, frameworks, and techniques.
Requirements
- Bachelor’s degree with 8+ years of experience, master’s degree with 6+ years of experience, or a Ph.D. in a related technical field.
- Strong machine learning background, including model selection, architecture, training, validation, testing, and deployment.
- Experience building deep learning models for computer vision, image processing, or video analysis, including object detection, image 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 training.
- TS/SCI security clearance.
Culture & Benefits
- Work on space missions supporting the U.S. Space Development Agency and national security customers.
- Collaborate in a high-pressure environment focused on rapid innovation and tight deadlines.
- Perform occasional work in production areas with moderate exposure to noise, dust, and fumes.
- The position may require prolonged periods of sitting, standing, walking, and computer work.
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