Roblox предлагает хорошо очерченную исследовательскую стажировку с влиянием на реальные продукты; при этом важно учитывать ограничения по визам и фиксированную почасовую оплату.
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Ограничения по визамСовременные технологииВлияние на продуктПонятные задачи
Оценка от Hirify AI
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Hirify AI/Оригинал
TL;DR
Data Scientist (Machine Learning) - PhD Intern (Causal Inference/Machine Learning): Developing advanced analytics, causal inference, experiment design, and machine learning solutions for Roblox products and business strategy with an accent on scientific research and large-scale consumer products. Focus on researching complex data challenges, applying models to experiments and recommendations, and presenting findings to technical and non-technical stakeholders.
Location: San Mateo, California, United States; onsite Tuesday, Wednesday, and Thursday, with optional office presence on Monday and Friday
Salary: $66 per hour
Company
Roblox builds a platform and tools for creating and experiencing 3D immersive digital experiences.
What you will do
Research and develop data analytics, causal inference, experiment design, and machine learning solutions.
Collaborate with data scientists and engineers on product and business innovation.
Conduct in-depth research on complex data-related challenges.
Apply analytical work to in-experience experiments, friend recommendations, and dynamic resource allocation for experience servers.
Present findings and recommendations to technical and non-technical stakeholders.
Requirements
Possessing or pursuing a PhD in Statistics, Applied Mathematics, Computer Science, Economics, Computational Social Science, or another quantitative field.
At least one year of research or internship experience in causal inference, machine learning, or experiment design.
Programming proficiency in one or more of SQL, Python, or R.
Experience with big data query or processing tools such as SQL, Hive, Spark, or Airflow.
Experience with machine learning modeling.
For U.S.-based roles, certain U.S. visa categories may not be supported, and future H-1B sponsorship may not be available.
Nice to have
Experience developing production solutions.
Culture & Benefits
Work on products used by tens of millions of people in shared 3D digital experiences.
Collaborate across data science, engineering, and product organizations.
Contribute to safer, more civil, and scalable online experiences.
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