Research Scientist
4 weeks ago
At TikTok, we're committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace.
Job SummaryWe're seeking a highly skilled Research Engineer, Experimentation to join our team. As a key member of our experimentation and evaluation team, you'll be responsible for building the next-gen A/B testing platform, empowering the company to make data-driven decisions for our products.
Responsibilities- Design, develop, and implement complex exploratory analysis, leveraging both theoretical and business perspectives.
- Develop and improve methodologies, leveraging deep statistical expertise.
- Collaborate with multidisciplinary teams to implement algorithms in production.
- Effectively communicate insights and recommendations to support decisions on future research directions.
- Mentor junior statisticians and data scientists, supporting their professional development.
- M.S. or Ph.D. in Statistics, Econometrics, Operations Research, Mathematics, Computer Science, or other quantitative fields.
- Passion for solving unstructured and nonstandard mathematical problems.
- Expertise in experimental design and/or Bayesian inference & optimization.
- Fluency with SQL or similar.
- Proficiency with Python, or other interpreted programming languages like R or Matlab.
- Experience with Bayesian experiment/optimization system design.
- Experience with quasiexperimental causal inference (Rubin causal model/ structural causal model/ instrumental variables etc.).
- Indepth understanding and handson experience in wielding tools like graphs.
- Experience with applying modern machine learning techniques and/or collaborating with ML scientists.
- Excellent written and oral communication skills, including an ability to translate statistical methods and findings for a nontechnical audience.
- Comfortable with massive paper searching, reading and composing.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us.
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