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Описание вакансии
Текст:
TL;DR
Sr. Data Scientist, Applied AI/ML (LLMs/Cybersecurity): Building production-grade LLM-driven applications and GenAI agents for AI safety and cyber detection with an accent on model architecture, training, evaluation, and scalable deployment. Focus on leading research strategy, optimizing GPU and operational efficiency, and translating research into maintainable product-ready systems.
Location: USA - Remote
Salary: $140,000–$215,000 per year, plus bonuses, equity grants, health insurance, 401(k), and paid time off.
Company
CrowdStrike is a cybersecurity company providing an AI-native platform that protects organizations from breaches and processes large-scale security data.
What you will do
- Develop efficient solutions for AI safety, cyber detection, and LLM-driven applications.
- Lead end-to-end research and development across data sourcing, labeling, modeling, evaluation, benchmarking, and product engineering.
- Define GenAI model architectures, training approaches, deployment strategies, and research direction for new agents and LLMs.
- Drive innovation in LLM reasoning, summarization, interactivity, and cybersecurity applications.
- Balance model accuracy, efficiency, and operational costs for production AI/ML systems.
- Mentor Data Scientists, establish technical standards and evaluation frameworks, and align cross-functional strategy with business goals.
Requirements
- Advanced degree in Computer Science, Data Science, or a related field.
- 7+ years of applied machine learning or research experience developing production-grade models.
- Deep expertise in LLM training, post-training, or large-scale deployment.
- Strong technical leadership experience, including mentoring and technical strategy.
- Advanced Python, deep learning frameworks, cloud technologies, GPU technologies, and optimization techniques.
- Outstanding communication skills and experience solving complex technical challenges at scale.
Nice to have
- AI patents or significant intellectual property contributions.
- Research publications in leading AI journals or conferences.
- Experience applying machine learning to cybersecurity.
- Research-to-production implementations at scale.
- Contributions to open-source machine learning projects.
Culture & Benefits
- Flexible, autonomous work environment with an AI-first approach.
- Comprehensive physical and mental wellness programs.
- Competitive vacation and holidays, plus paid parental and adoption leave.
- Professional development opportunities for all employees.
- Employee networks, geographic neighborhood groups, volunteer opportunities, and office amenities.
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