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Senior Data Scientist-Causal Modeling

Senior Data Scientist-Causal Modeling

Tredence Inc.bangalore, karnataka, in
17 days ago
Job description

We are looking for a highly skilled Data Scientist / Sr Data Scientist / Lead Data Scientist with expertise in Causal Modeling to join our analytics team. The ideal candidate will have strong statistical and econometric foundations, hands-on experience in designing and implementing causal inference methods, and the ability to derive business insights that influence strategic decisions.

Key Responsibilities

  • Design and implement causal inference frameworks to measure the true impact of business initiatives, marketing campaigns, and product interventions.
  • Apply methods such as propensity score matching, instrumental variables, difference-in-differences, regression discontinuity, uplift modeling, and causal graphs .
  • Build and validate robust statistical and machine learning models to support experimentation (A / B testing, quasi-experiments).
  • Partner with cross-functional teams (product, marketing, operations, data engineering) to define problems, frame hypotheses, and deliver actionable insights.
  • Develop scalable analytical pipelines and dashboards for causal impact monitoring.
  • Stay up to date with advances in econometrics, Bayesian methods, and causal ML techniques .

Required Skills & Qualifications

  • Masters or PhD in Statistics, Econometrics, Computer Science, Mathematics, Economics, or a related field .
  • 3–10 years of experience as a Data Scientist / Quantitative Researcher / Econometrician .
  • Strong knowledge of causal inference methods and experimental design .
  • Proficiency in Python / R / SQL for data manipulation, statistical modeling, and visualization.
  • Experience with ML frameworks (scikit-learn, PyTorch, TensorFlow) is a plus.
  • Strong analytical mindset with the ability to translate complex results into clear business recommendations.
  • Good to Have

  • Experience in forecasting, recommendation systems, or optimization .
  • Exposure to big data tools (Spark, Snowflake, Databricks, etc.).
  • Publications or applied research in causal inference or related fields.
  • Role : Data Scientist

    Industry Type : IT Services & Consulting

    Department : Data Science & Analytics

    Employment Type : Full Time, Permanent

    Role Category : Data Science & Machine Learning

    Education

    UG : B.Tech / B.E. in Any Specialization

    PG : MS / M.Sc(Science) in Any Specialization, M.Tech in Any Specialization

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    Senior Data Modeling • bangalore, karnataka, in

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