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Описание вакансии
Текст:
TL;DR
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 training, evaluation, deployment, and operational efficiency. Focus on designing research strategies, optimizing GPU-enabled models, balancing accuracy with cost, and leading research-to-production innovation at scale.
Location: USA - Remote
Salary: $120,000–$180,000 per year, plus bonuses, equity grants, health insurance, 401(k), and paid time off.
Company
CrowdStrike is a cybersecurity company developing an AI-native platform that processes large-scale security data to help prevent breaches.
What you will do
- Develop efficient solutions for AI safety and cyber detection problems.
- Build end-to-end research and development workflows covering data sourcing, labeling, modeling, evaluation, benchmarking, and product-ready engineering.
- Drive research and development of LLM applications, GenAI agents, reasoning, summarization, and interactive capabilities.
- Define model architectures, training approaches, deployment strategies, and trade-offs between accuracy, efficiency, and operational cost.
- Set technical direction, establish evaluation frameworks and engineering standards, and mentor Data Scientists.
- Lead cross-functional initiatives with security, product, engineering, and senior leadership stakeholders.
Requirements
- Advanced degree in Computer Science, Data Science, or a related field.
- 5+ years of applied machine learning or research experience developing production-grade models.
- Deep expertise in LLM training, post-training, or deployment at scale.
- Strong technical leadership experience, including mentoring teams and driving technical strategy.
- Advanced Python, deep learning frameworks, cloud technologies, GPU technologies, and optimization techniques.
- Outstanding communication skills and a track record of 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 and autonomous work environment with an emphasis on responsible AI adoption, experimentation, and innovation.
- Comprehensive physical and mental wellness programs.
- Competitive vacation and holidays, plus paid parental and adoption leave.
- Professional development opportunities for employees at every level and role.
- Employee networks, geographic neighborhood groups, volunteer opportunities, and office amenities.
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