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DEDeepL

Senior Data Scientist(m/w/x)

Berlin
Full-timeOn-siteSenior
AI/ML
Data Science

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

  • EnglishBusiness Fluent

Tools & Technologies

  • SQL
  • dbt
  • Python
  • CausalML
  • DoWhy
  • Statsmodels
  • LightweightMMM
  • GoogleMeridian
  • DataBricks
  • Snowflake
  • BigQuery
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of DeepL and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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