3 дня назад
Machine Learning Engineer (Computer Vision)
102 000 - 155 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Computer Vision): Developing real-time computer vision and machine learning capabilities for object detection, classification, localization, and tracking across defense and commercial systems with an accent on visual data science, deep learning, and algorithm optimization. Focus on designing and validating models, integrating ML software into aircraft and other systems, and supporting experimentation and fielded systems through domestic and international travel.
Location: Centreville, Virginia, or Minneapolis, Minnesota; on-site work and travel within the U.S. and internationally required
Salary: $102,000–$155,500 per year
Company
develops autonomous defense and aerospace systems across air, land, sea, space, and cyber domains.
What you will do
- Develop computer vision and machine learning algorithms for real-time automated target recognition, including object detection, classification, localization, and tracking.
- Analyze visual imagery data to guide collection, labeling, dataset selection, and training of deep computer vision models.
- Design experiments, define objectives and metrics, evaluate algorithms, analyze errors, and optimize model performance on new data.
- Write and test software integrating machine learning algorithms into aircraft systems, autopilots, payloads, and other platforms.
- Support requirements gathering, algorithm design, prototyping, testing, evaluation, validation, and verification.
- Provide on-site support for experiments and fielded systems, including up to 25% domestic and international travel.
Requirements
- U.S. citizenship is required.
- An active Secret-level or higher Department of Defense security clearance is required.
- Bachelor’s degree in computer science, engineering, mathematics, physics, or a related science or engineering field, plus 2+ years of relevant machine learning or computer vision experience.
- 2–5 years of relevant computer vision experience and familiarity with Python, C/C++, Linux, OpenCV, scikit-learn, and pandas.
- Proficiency with a deep learning framework, preferably PyTorch, and familiarity with CUDA, JetPack, TensorRT, and deployment to NVIDIA GPUs.
- Ability to troubleshoot complex systems, perform algorithmic optimization, and analyze, visualize, and manipulate large datasets.
Nice to have
- Experience with office software and computer-based productivity tools.
- Strong problem-solving, analytical, communication, collaboration, and interpersonal skills.
- Ability to work with defined requirements under moderate supervision in a fast-paced, deadline-driven environment.
Culture & Benefits
- Regular full-time employment within the Learning and Active Perception group of the MacCready Works division.
- Medical, dental, and vision coverage.
- 401(k) plan with company matching.
- 9/80 work schedule and paid holiday shutdown.
- Work focused on autonomous systems and defense applications.
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