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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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- 5 - 8 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- SQL
- dbt
- Python
- CausalML
- DoWhy
- Statsmodels
- LightweightMMM
- GoogleMeridian
- DataBricks
- Snowflake
- BigQuery
Noch nicht perfekt?
- YousicianVollzeitnur vor OrtSeniorBerlin
- N26
Director of Marketing Data(m/w/x)
Vollzeitnur vor OrtManagementBerlin - Almedia
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Senior Growth Analyst(m/w/x)
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Senior Martech & Data Manager(m/w/x)
Vollzeitnur vor OrtSeniorBerlin
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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- 5 - 8 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- SQL
- dbt
- Python
- CausalML
- DoWhy
- Statsmodels
- LightweightMMM
- GoogleMeridian
- DataBricks
- Snowflake
- BigQuery
Über das Unternehmen
DeepL
Branche
IT
Beschreibung
DeepL is a global communications platform powered by Language AI, focused on breaking down language barriers and improving communication.
Noch nicht perfekt?
- Yousician
Senior Marketing Data Analyst(m/w/x)
Vollzeitnur vor OrtSeniorBerlin - N26
Director of Marketing Data(m/w/x)
Vollzeitnur vor OrtManagementBerlin - Almedia
Staff Data Scientist(m/w/x)
Vollzeitnur vor OrtSeniorBerlinab 130.000 / Jahr - Readdle
Senior Growth Analyst(m/w/x)
Vollzeitnur vor OrtSeniorBerlin - Famly
Senior Martech & Data Manager(m/w/x)
Vollzeitnur vor OrtSeniorBerlin