We are seeking a data scientist with strong 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:
1.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.
2.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.
3.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.
TechnicalSkills:
- Languages: Proficient in Python MySQL.
- Libraries/Frameworks: scikit-learnPandas NumPyTime seriesARIMABayesian model Market Mix model Regression XGBoost LightGBM TensorFlow PyTorch.
- Statistical Method: Proficient instatistical techniquessuch as hypothesis testing regression analysis time-series analysis
- Databases: PostgreSQL BigQuery MySQL.
- Visualization: Plotly Seaborn Matplotlib.
- Deployment: Experience in Gitlab CI/CD pipelines(Good to have).
- CloudPlatforms: Familiarity with AWS GCP or Azure services(Good to have).
Location:
Chennai
Brand:
Paragon
Time Type:
Full time
Contract Type:
Permanent
Required Experience:
Manager