30 Jul
|
dentsu
|
Chennai
We are seeking a data scientist with robust technical expertise in machine learning and statistical analysis to develop and deploy impactful data solutions. The role involves designing and implementing predictive models (e.g., regression, classification, NLP, time series), collaborating with stakeholders to solve business problems, and driving strategic decisions through experimentation and data-driven insights
Job Description:
Key responsibilities:
Modeling & Machine Learning
Designand implement robust machine learning solutions (e.g., regression, classification, NLP, time series, recommendation systems).
Evaluateand tune models using appropriate metrics (AUC, RMSE, precision/recall, etc.).
Workon feature engineering, model interpretability, and performance optimization.
Data-Driven Business Strategy
Partnerwith stakeholders to identify key opportunities where data science can drive business value.
Translatebusiness problems into data science projects with clearly defined deliverables and success metrics.
Provideactionable recommendations based on data analysis and model outputs.
Analytics and Experimentation
Conductdeep-dive exploratory analysis to uncover trends and insights.
Apply statistical methods to test hypotheses, forecast trends, and measure campaign effectiveness
Designand analyze A/B tests and other experiments to support product and marketing decisions.
Automatedata pipelines and dashboards for ongoing monitoring of model and business performance.
Technical Skills:
Languages : Proficient in Python, MySQL.
Libraries/ Frameworks : scikit-learn,Pandas, NumPy,Time series,ARIMA,Bayesian model, Market Mix model, Regression, XGBoost, LightGBM, TensorFlow, PyTorch.
Statistical Method : Proficient instatistical techniques such as hypothesis testing, regression analysis, time-series analysis
Databases : PostgreSQL, BigQuery, MySQL.
Visualization : Plotly, Seaborn, Matplotlib.
Deployment : Experience in Gitlab, CI/CD pipelines(Valuable to have).
Cloud Platforms : Familiarity with AWS, GCP, or Azure services(Valuable to have).
📌 Senior Account Manager Data Science Chennai
🏢 dentsu
📍 Chennai