DoubleVerify
DoubleVerify powers performance for the world's largest brands, marketplaces and publishers.
Senior Data Scientist
Location
United States
Posted
42 days ago
Salary
$107K - $193K / year
Bachelor Degree5 yrs expEnglishAWSCloudNumpyOpen SourcePandasPythonSQL
Job Description
• Conduct exploratory data analysis, engineer features in order to build statistically sound models that are interpretable and aligning with domain knowledge
• Adapt, optimize, and iterate on the current modelling packages, modifying open source packages to adapt our need
• Stay up to date with the latest causal inference and experimental design techniques.
• Translate complex business asks into rigorous mathematical problems and, conversely, use data-driven storytelling to communicate mathematical results as clear, actionable business insights to external stakeholders
• Provide code reviews and feedback on system/model design for team members
• Work closely with product and engineering to integrate data science projects into the Rockerbox platform.
Job Requirements
- 5+ years of industry experience with a BA or BSc in sciences or engineering or 2+ years of industry experience with a MSc or PhD degree in sciences or engineering.
- Strong knowledge of regression modelling, statistical testing and experimental design
- Proficiency in scientific Python stack (NumPy, Pandas, Statsmodels, Matplotlib etc.)
- SQL for data wrangling
- Applying Bayesian techniques to predictive modelling problems
- Working with AWS cloud technologies
- Experience using Probabilistic programming libraries, e.g. STAN, PyMC, numpyro
- Familiarity with marketing analytics concepts such as campaign allocation, measurement or budget optimization.
Benefits
- Bonus/commission (as applicable)
- Equity
- Benefits
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