4 дня назад
Senior AI/ML Engineer
200 000 - 240 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI/ML Engineer (Python, PyTorch/TensorFlow, Sensor Data): Designing and deploying machine learning capabilities for detecting, classifying, and characterizing events in sensor data supporting national security missions with an accent on modern ML architectures, production pipelines, and operational reliability. Focus on translating sensor phenomenology into robust models, evaluating failure modes, integrating capabilities into classified environments, and mentoring junior developers.
Location: Springfield, Virginia, United States
Salary: $200,000–$240,000 USD per year
Company
National security technology and defense organization delivering mission and technical expertise for complex defense and intelligence challenges.
What you will do
- Design and implement machine learning models for detecting, classifying, and characterizing events and signatures in sensor data.
- Build end-to-end ML workflows covering data preparation, model development, evaluation, optimization, and deployment.
- Work with scientists, algorithm engineers, intelligence analysts, and domain experts to translate sensor phenomenology into ML solutions.
- Write modular, documented, testable, production-quality Python and integrate ML capabilities into analytical pipelines.
- Evaluate operational performance, identify failure modes and edge cases, and contribute to architecture and tooling decisions.
- Mentor junior developers, review code, establish technical standards, and prepare technical briefings and documentation.
Requirements
- Active Top Secret clearance with the ability to obtain SCI and CI Polygraph
- Bachelor’s degree in computer science, electrical engineering, physics, mathematics, data science, or a closely related technical field; an advanced degree is strongly preferred.
- 7+ years of hands-on machine learning experience developing and deploying models in operational or production environments.
- Deep knowledge of modern ML architectures, CNNs, transformers, object detection frameworks, and related methods.
- Expert-level Python programming with PyTorch, TensorFlow, or equivalent production-scale frameworks.
- Experience building complete ML pipelines and working directly with domain scientists or subject matter experts.
Nice to have
- Experience with EO/IR, hyperspectral, SAR, remote sensing, or other sensor data.
- Background in computer vision, image classification, anomaly detection, or event characterization.
- Experience with simulated or synthetic data, ML/Ops practices, and deployment in constrained or classified environments.
- Experience with large-scale geospatial or scientific datasets, cloud-based ML training, and GPU-accelerated computing.
- Scientific Python experience with NumPy, SciPy, pandas, OpenCV, or scikit-learn, plus defense or intelligence experience.
Culture & Benefits
- Comprehensive medical, dental, and vision coverage.
- Health Savings Account with company contribution.
- Paid time off, paid holidays, and paid parental leave.
- 401(k) with company match and financial wellness support.
- Training and development opportunities, award programs, and company-sponsored events.
- Focus on work-life balance and professional growth.
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