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Artificial Intelligence/Machine Learning (AI/ML) Engineer
Оценка ИИПривлекательная позиция для экспертов в AI/ML, желающих работать над проектами национального масштаба. Высокий балл за стабильность госсектора и работу с передовыми технологиями (LLM, автономные системы), несмотря на строгие требования к допуску.
Сложность вакансии
Оценка ИИВысокая сложность обусловлена требованием активного допуска TS/SCI, 8-летнего опыта и глубоких знаний в области автономных систем и стандартов NIST. Работа в оборонном секторе накладывает строгие ограничения на разработку и безопасность.
Анализ зарплаты
Оценка ИИДля позиции AI/ML инженера с допуском TS/SCI в районе Фолс-Черч (Вирджиния) рыночные зарплаты значительно выше средних по ИТ из-за дефицита кадров с таким уровнем проверки. Указанный опыт в 8 лет соответствует уровню Senior/Lead.
Сопроводительное письмо
I am writing to express my strong interest in the AI/ML Engineer position at Redhorse Corporation, supporting the CDAO’s mission. With over 8 years of experience in engineering and a deep focus on developing scalable machine learning systems, I am eager to contribute to the Algorithmic Warfare scaffolding project and the advancement of autonomous warfare capabilities. My background in Python development, combined with a solid understanding of cloud architectures like AWS and Databricks, aligns perfectly with the technical requirements of this role.
Throughout my career, I have demonstrated a commitment to building robust AI solutions that comply with rigorous standards. I am particularly excited about the opportunity to work on the Large Language Model task force and apply NIST guidelines to ensure information assurance. Holding an active TS/SCI clearance, I am prepared to hit the ground running and support the Department of War's critical initiatives with dedication and technical excellence.
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Описание вакансии
About the Organization
Now is a great time to join Redhorse Corporation. We are a solution-driven company delivering data insights and technology solutions to customers with missions critical to U.S. national interests. We’re looking for thoughtful, skilled professionals who thrive as trusted partners building technology-agnostic solutions and want to apply their talents supporting customers with difficult and important mission sets.
About the Role
Redhorse transforms how the government uses data and technology. We are seeking a dedicated Artificial Intelligence/Machine Learning (AI/ML) Engineer to join our team and contribute to the forefront of AI and deep learning within the Department of War (DoW). Working closely with the Chief Digital and Artificial Intelligence Office (CDAO), you will design, build, and integrate AI/ML solutions focused on autonomous warfare, making a significant impact on national security.
Key responsibilities
- AI/ML Development: Support the implementation of CDAO’s Algorithmic Warfare (AW) AI scaffolding project, including developing a process/structure for DoW teams to develop and test their own AI/ML models. Develop and maintain scalable and robust AI/ML systems compliant with government cybersecurity policies. Stay current with the latest AI/ML research and technologies, assessing their potential application in government projects.
- Autonomous Warfare: Support the development and integration of AI/ML solutions with existing government IT infrastructure and systems, focusing on improving autonomous warfare capabilities.
- Collaboration: Contribute to cross-functional team efforts on CDAO’s large language model task force. Participate in code reviews, testing, and debugging to ensure high-quality product delivery. Communicate complex AI/ML concepts and results clearly to non-technical stakeholders.
- Architecture and Design: Prepare technical documentation, including system design, development reports, and user manuals.
- Standards Compliance: Develop and maintain scalable and robust AI/ML systems compliant with government cybersecurity policies. Apply National Institute of Standards and Technology (NIST) guidelines for DoW information assurance, including NIST 800-37 and NIST 800-53.
Required experience/clearance
- US citizenship with an active Department of Defense (DoW) Top Secret (TS) security clearance and current access to Sensitive Compartmented Information (SCI) (TS/SCI) is required.
- Bachelor’s degree in engineering and 8 years of related experience, or a combination of advanced degree/experience.
- Experience in system development/configuration, integration, and support efforts. Knowledge and execution with DoW systems is highly desired.
Desired experience
- Experience in autonomous warfare development.
- Extensive knowledge of Cloud architecture, application, and integration (e.g., DataBricks, AWS, Azure, GCP).
- Proven experience with software development (in languages such as Python) and/or development of artificial intelligence/machine learning software.
- Experience with large language models (LLMs) and natural language processing (NLP).
- Experience with containerization technologies (Docker, Kubernetes).
Redhorse Corporation is an equal opportunity employer. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, veteran status, disability, or any other protected class.
Accommodations:
If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to access job openings or apply for a job on this site as a result of your disability. You can request reasonable accommodations by contacting Talent Acquisition at Talent-Acquisition@redhorsecorp.com
Redhorse Corporation shall, in its discretion, modify or adjust the position to meet Redhorse’s changing needs.
This job description is not a contract and may be adjusted as deemed appropriate in Redhorse’s sole discretion.
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Навыки
- AWS
- Azure
- Python
- Machine Learning
- Large Language Models
- Kubernetes
- Deep Learning
- NLP
- Google Cloud Platform
- Docker
- System Design
- Databricks
- NIST 800-53
Возможные вопросы на собеседовании
Роль предполагает работу с проектом Algorithmic Warfare. Важно понимать опыт кандидата в создании инфраструктуры для обучения моделей.
Опишите ваш опыт разработки масштабируемых систем для обучения и тестирования ML-моделей в закрытых контурах.
Вакансия требует соблюдения стандартов NIST 800-37/53. Проверка знаний в области информационной безопасности.
Как вы интегрируете принципы NIST Risk Management Framework в жизненный цикл разработки ИИ-решений?
Упоминается работа в группе по LLM. Нужно оценить практический опыт с современными архитектурами.
С какими проблемами безопасности и галлюцинаций в LLM вы сталкивались применительно к государственным или военным задачам?
Желателен опыт в автономной войне. Проверка понимания специфики домена.
Какие уникальные вызовы вы видите при интеграции ИИ в системы автономного ведения боевых действий по сравнению с гражданскими ИТ-системами?
Работа требует взаимодействия с нетехническими стейкхолдерами.
Приведите пример, когда вам нужно было объяснить сложную архитектуру нейронной сети руководству, не имеющему технического образования.
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