Sr. Data Scientist I (Adtech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Sr. Data Scientist I (Adtech): Taking ownership of statistical modeling to provide actionable insights into campaign effectiveness, helping brands with data-driven decisions. Focus on optimizing statistical models, integrating data science projects into the platform, and communicating mathematical results as business insights to external stakeholders.
Location: Remote (USA)
Salary: [$107,000 - $193,000]
Company
Rockerbox with empowers marketing executives to confidently make data-driven decisions, helping brands such as Tula, Figs, and Burton with the strategic decision-making that drives growth.
What you will do
- Conduct exploratory data analysis and engineer features to build statistically sound models.
- Adapt, optimize, and iterate on current modeling packages.
- Stay up to date with the latest causal inference and experimental design techniques.
- Translate complex business asks into rigorous mathematical problems.
- 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.
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.)
Nice to have
- 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.
Culture & Benefits
- Fast-paced, results-driven environment.
- Iterative development process with quick impact.
- Supportive, light-hearted team that values collaboration and innovation.
- Committed to professional growth and will actively support your development in both technical and business domains.
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