8 дней назад
Senior Machine Learning Engineer (Computer Vision)
129 500 - 197 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Computer Vision): Developing detection, classification, localization, and tracking solutions for UAV and robotic systems with an accent on deep learning, visual tracking, and algorithm validation. Focus on integrating ML models into aircraft payloads, analyzing data and model errors, and selecting hardware for real-world latency requirements.
Location: Centreville, Virginia, United States; work in an office and manufacturing environment
Salary: $129,500–$197,500 per year
Company
develops autonomous systems and defense technologies across air, land, sea, space, and cyber domains, including AI-powered drones and integrated autonomy solutions.
What you will do
- Develop computer vision and machine learning algorithms for detecting, classifying, localizing, and tracking objects from Group 1 UAVs.
- Write and test software that integrates ML algorithms into aircraft, camera payloads, autopilots, and robotic systems.
- Explore, visualize, clean, and transform datasets while identifying distribution differences and data-quality issues.
- Implement ML systems and validate designs through experiments, testing, evaluation, and verification.
- Analyze model errors, compare algorithms, develop improvement strategies, and define metrics for performance tracking.
- Select suitable datasets, representations, hardware, and tools for real-world model deployment and latency requirements.
Requirements
- U.S. citizenship is required.
- U.S. person status is required for ITAR/EAR-controlled information; some contracts may require current U.S. citizenship.
- BS-level education or equivalent experience in computer vision, machine learning, mathematics, optimization, computer science, engineering, electrical engineering, aerospace, or mechanical engineering.
- 5–8 years of relevant experience.
- Experience with C/C++, MATLAB, Python, machine learning libraries, deep learning frameworks, OpenCV, and Linux.
- Ability to troubleshoot complex systems, analyze data, and work independently and collaboratively in deadline-driven environments.
Nice to have
- Advanced degree.
- Experience with TensorFlow or Keras, scikit-learn, pandas, computational statistics, mathematical optimization, data mining, exploratory data analysis, and predictive analytics.
- Ability to obtain a security clearance and willingness to work on government contracts.
Culture & Benefits
- Regular full-time employment with a 9/80 work schedule.
- Medical, dental, and vision coverage.
- 401(k) plan with company matching.
- Paid holiday shutdown.
- Work in small, multidisciplinary teams focused on defense and autonomous systems.
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