4 дня назад
Senior Machine Learning Engineer I (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer I (Computer Vision): Building and deploying deep learning neural networks and ML pipelines for advanced EO/IR image processing in space-based optical systems with an accent on model architecture, training, validation, and inference. Focus on designing computer vision models, integrating prototypes into operational systems, and solving complex image detection, segmentation, and tracking problems.
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 space subsystems.
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 advanced electro-optical and infrared image processing.
- Collaborate with researchers and engineers on artificial intelligence, machine learning, and computer vision.
- Prototype solutions for integration into operational systems and troubleshoot, fix bugs, and maintain existing systems.
- Evaluate new machine learning research, tools, frameworks, and techniques.
Requirements
- Bachelor’s degree with 5+ years of experience, master’s degree with 3+ years of experience, or a Ph.D. in a relevant technical field.
- Strong machine learning background, including 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 linear algebra, and proficiency in Python.
- Experience with deep learning libraries such as Keras, TensorFlow, or PyTorch.
- 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 involving spacecraft, optical payloads, and defense-oriented sensing systems.
- Collaborate in a fast-paced environment focused on innovation, teamwork, and delivery under tight deadlines.
- The role may involve prolonged sitting, standing, walking, computer work, and occasional exposure to moderate noise, dust, and fumes in production areas.
- U.S. office employment is subject to ITAR and related U.S. space technology export regulations.
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