Senior Data Scientist - Media Mix Modeling

2 - 7 years

20 - 35 Lacs

Posted:4 hours ago| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

Senior Data Scientist with Media Mix Modeling

  • Develop and deploy scalable machine learning models using Python
  • Build and implement end-to-end MMM.
  • Define and enforce best practices for model testing, monitoring, and deployment governance.
  • Collaborate with data scientists, data engineers, product teams, and business stakeholders to deliver actionable ML solutions.
  • Conduct model validation and performance evaluation, ensuring fairness, robustness, and reproducibility.
  • Drive efficiency and scalability in MMM workflows through automation and distributed computing.
  • Stay up to date with emerging trends in MMM, ML, MLOps, and Snowflake ecosystem to continuously improve solutions.

Qualifications:

  • Proficiency in statistical modeling techniques

    , especially

    linear regression

    ,

    Bayesian models

    ,

    time series

    , or

    causal inference

    methods using Python, R
  • Experience with

    MMM frameworks

    (e.g., Robyn, lightweight MMM, custom solutions).
  • Knowledge of

    media metrics

    (e.g., impressions, GRPs, CPM, ROAS, etc.) and

    digital marketing channels

    (Facebook, Google Ads, TV, OOH, etc.).
  • Deep understanding of

    model validation

    ,

    multicollinearity

    ,

    adstock / decay effects

    ,

    saturation curves

    .
  • Experience with

    incrementality testing

    ,

    causal impact analysis

    , or

    A/B testing

    .
  • Exceptional communication and presentation skills, with the ability to present findings, complex data insights and provide recommendations to the non-technical stakeholders in a clear and concise manner.
  • Knowledge and experience with BI tools such as PowerBI, Tableau or Qlik Sense will be added advantage.

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