Data Scientist, Marketing
Mountain View
Full Time

DiDi Labs
Responsibilities
- Partner with the Acquisition Marketing team to measure Digital App marketing campaigns and optimize incremental marketing performance
- Provide thought partnership and data support to drive the design, execution, and measurement of impactful marketing campaigns
- Lead application of best practices in experimental design and statistical analysis across digital and offline channels to measure incremental lift and diminishing returns; design, perform, and evangelize marketing tests such as A/B testing, matched market, and pre/post analysis
- Build data visualization, advanced reports, measurement and propensity models that explain and track performance against business KPIs
- Collaborate with Analytics Engineers and marketing stakeholders to design and update data models
- Perform ad hoc campaign analysis and deep dive investigations to understand customer journey
Qualifications
- BS/MS in Engineering, Computer Science, Math, Economics, Statistics, Marketing Analytics or equivalent experience
- 2-4 years of marketing analytics and data science experience with deep knowledge in digital or app marketing functions
- Strong analytical grasp of app marketing measurement
- Experience with SQL, Tableau, Big Data and working with large sets of data
- Experience with ETL, data cleaning and data modeling (R, Python, SAS)
- Experience in Media Mix Models (MMM), designing digital media attribution models from scratch, customer lifetime value models, experimental design, A/B testing, incremental lift study, conversion propensity models, creative optimization models etc.
- Knowledge of tracking and data infrastructures of digital advertising and app tracking platforms (Google UAC, Apple Ads, Facebook, MMPs etc.)
- Comfortable with spreadsheet and presentation tools (Excel, PowerPoint)
- Strong presentation skills and ability to effectively communicate complicated analyses to non-technical team members
Job tags:
Big Data
Economics
Engineering
ETL
Marketing
Python
R
SQL
Tableau
Job region(s):
North America
Job metrics:
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