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Senior Data Scientist(m/w/x)
Developing causal inference and ROI models for marketing touchpoint influence at a Language AI communications platform. Expertise in SQL, data transformation, and Python for statistical modeling essential. Building production-grade dbt models and self-service dashboards.
Requirements
- 5–8+ years experience in Marketing Science, Data Science, or Econometrics
- Desirable experience in B2B, SaaS, or high-consideration B2C
- Expertise in SQL and data transformation tools
- Ability to build and maintain data pipelines
- Strong Python skills for statistical modelling
- Comfort with modern cloud data platforms
- Experience measuring incremental impact using various methods
- Ability to model complex multi-touch journeys
- Excellent communication and data storytelling skills
- Self-starter acting as data product owner
- Ability to prioritise workstreams and structure problems
Tasks
- Model marketing touchpoint influence on revenue
- Develop sophisticated causal inference and ROI models
- Translate complex models into actionable playbooks
- Build self-service dashboards for stakeholders
- Write production-grade dbt models
- Build scalable marketing data architecture
- Integrate CRM, web, and marketing data
- Apply rigorous data quality tests
- Maintain integrity of data pipelines
- Execute A/B and incrementality tests
- Predict lead quality and lifetime value
- Develop forecasting tools and Marketing Mix Models
- Maintain multi-touch attribution models
Work Experience
- 5 - 8 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SQL
- dbt
- Python
- CausalML
- DoWhy
- Statsmodels
- LightweightMMM
- GoogleMeridian
- DataBricks
- Snowflake
- BigQuery
Not a perfect match?
- YousicianFull-timeOn-siteSeniorBerlin
- N26
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Senior Data Scientist(m/w/x)
Developing causal inference and ROI models for marketing touchpoint influence at a Language AI communications platform. Expertise in SQL, data transformation, and Python for statistical modeling essential. Building production-grade dbt models and self-service dashboards.
Requirements
- 5–8+ years experience in Marketing Science, Data Science, or Econometrics
- Desirable experience in B2B, SaaS, or high-consideration B2C
- Expertise in SQL and data transformation tools
- Ability to build and maintain data pipelines
- Strong Python skills for statistical modelling
- Comfort with modern cloud data platforms
- Experience measuring incremental impact using various methods
- Ability to model complex multi-touch journeys
- Excellent communication and data storytelling skills
- Self-starter acting as data product owner
- Ability to prioritise workstreams and structure problems
Tasks
- Model marketing touchpoint influence on revenue
- Develop sophisticated causal inference and ROI models
- Translate complex models into actionable playbooks
- Build self-service dashboards for stakeholders
- Write production-grade dbt models
- Build scalable marketing data architecture
- Integrate CRM, web, and marketing data
- Apply rigorous data quality tests
- Maintain integrity of data pipelines
- Execute A/B and incrementality tests
- Predict lead quality and lifetime value
- Develop forecasting tools and Marketing Mix Models
- Maintain multi-touch attribution models
Work Experience
- 5 - 8 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SQL
- dbt
- Python
- CausalML
- DoWhy
- Statsmodels
- LightweightMMM
- GoogleMeridian
- DataBricks
- Snowflake
- BigQuery
About the Company
DeepL
Industry
IT
Description
DeepL is a global communications platform powered by Language AI, focused on breaking down language barriers and improving communication.
Not a perfect match?
- Yousician
Senior Marketing Data Analyst(m/w/x)
Full-timeOn-siteSeniorBerlin - N26
Director of Marketing Data(m/w/x)
Full-timeOn-siteManagementBerlin - Almedia
Staff Data Scientist(m/w/x)
Full-timeOn-siteSeniorBerlinfrom 130,000 / year - Readdle
Senior Growth Analyst(m/w/x)
Full-timeOn-siteSeniorBerlin - Famly
Senior Martech & Data Manager(m/w/x)
Full-timeOn-siteSeniorBerlin