Your role
You will work closely with the Product Architect and help shape a product that is able to provide insights into enormous amounts of data in real time. Apart from designing and implementing new product features your scope of work also includes adding instrumentation code, automating data gathering tasks and management of the various APIs that our customers use.
Responsibilities
- BigQuery scripting (one-off scripts, data transformation, model implementation)
- Consulting customers reg. data-driven decision-making
- Application and fine tuning of existing models (binomial, lognormal, combinations)
- Streamline and automate data-collection, -transformation and decision-making processes
Required skills
- good command of SQL (BigQuery + Postgres dialects)
- understanding of digital marketing basics (tracking concepts, pixels, tracking parameters)
- understanding of KPIs and attribution concepts, specifically for e-Commerce businesses
- good understanding of marketing experimentation and A/B testing methodologies
- advanced modeling concepts (Shapley, Markov, MMM)
- PyData ecosystem (Numpy, Pandas, statsmodels)
- Bayesian statistics
- perfectly fluent English
Optional skills
- German
