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Data Scientist Internship

7 - 12 years

0 Lacs

bengaluru

Posted:2 days ago| Platform: Naukri logo

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Skills Required

time series analysis python natural language processing scikit-learn predictive analytics numpy analysis machine learning sql pandas deep learning r data science spark design kafka statistical modeling statistical inference logistic regression ml

Work Mode

Work from Office

Job Type

Internship

Job Description

  • Revenue Forecasting : Build predictive models to estimate publisher revenue streams, fill rates, and eCPM across different ad networks and geographies.
  • User Behavior Prediction : Analyze in-app user journeys and predict churn, retention, and engagement to help publishers personalize experiences.
  • Ad Performance Modeling : Develop CTR and conversion rate prediction models to optimize bidding strategies and ad placements.
  • Inventory Forecasting : Forecast ad inventory availability and demand to help sales and publisher teams plan better.
  • Campaign Optimization : Work with account managers and product teams to provide real-time insights on campaign pacing, under-delivery risks, and performance anomalies.
  • Experimentation : Design and run experiments (A/B/n tests) to evaluate new ad formats, placements, and targeting algorithms.
  • Data Products : Partner with engineering to embed forecasting models into GreedyGame s platform, enabling self-serve insights for publishers and advertisers.
Requirements -
  • 1 years of hands-on experience in predictive analytics , time series forecasting, or applied ML.
  • Strong proficiency in Python (Pandas, NumPy, Scikit-learn, Statsmodels) and SQL.
  • Familiarity with MLOps practices (model deployment, monitoring, retraining).
  • Solid understanding of statistical inference, experiment design, and causal analysis.
  • Knowledge of real-time prediction pipelines (Kafka, Spark)

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