Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Staff Data Scientist (AI): Developing and implementing Machine Learning models to detect anomalous activity in products and analyzing the performance and pricing of security-related features with an accent on fraud and abuse detection, using state-of-the-art methods. Focus on identifying SaaS product misuse, enhancing compliance, and protecting Databricks and its customers from threats.
Location: San Francisco, California, United States
Salary: $192,000–$260,000 USD per year; additional compensation may include an annual performance bonus, equity, and benefits.
Company
Databricks is a Data and AI company providing a unified platform for data engineering, analytics, machine learning, governance, and AI applications.
What you will do
- Develop and deploy machine learning models to detect anomalous activity, fraud, and abuse across Databricks products.
- Analyze the performance and pricing of security-related features and identify opportunities with product and engineering teams.
- Partner with security engineers, Trust and Safety experts, and machine learning engineers to build threat-protection systems and tools.
- Create solutions and frameworks that meet compliance requirements.
- Define requirements, project OKRs, milestones, and progress updates for technical and non-technical stakeholders.
- Guide junior data scientists and interns through planning, technical decisions, code reviews, and documentation reviews.
Requirements
- 7+ years of experience in data science, machine learning, and advanced analytics in high-velocity, high-growth companies.
- Experience deploying data science or machine learning solutions to production.
- Strong understanding of software engineering practices, including testing, code reviews, and deployment.
- Proficiency in SQL and a software development language, preferably Python.
- Experience with distributed data processing systems such as Spark.
- Master’s degree or higher in a quantitative field, or equivalent industry experience.
Nice to have
- Experience applying machine learning and data analytics to identify SaaS product misuse and improve compliance.
Culture & Benefits
- Work on security, compliance, and governance systems protecting customer data across multiple clouds and global regions.
- Collaborate across data science, engineering, product, and security disciplines.
- Represent the data science discipline at academic and industry conferences and events.
- Comprehensive employee benefits and perks, with details varying by region.
- Inclusive workplace committed to equal employment opportunity and diversity.
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