Data Scientist t8

2 weeks ago

Bengaluru Karnataka, India Daimler Truck AG Full time

Tasks
- Become part of our team
- Team introduction
- Department of Data and Analytics has its hub at DTICI Bengaluru India catering to data and analytics requirements for Daimler Truck. we are 150+ strong team comprising of Data engineers, Data scientists, AI engineers and Analysts
- What makes the team/department special?
- Highly energetic and young team that solves business problems that have the potential to define we build our trucks

Job Title: Data Scientist (Iterative Model Development - Traditional ML)

Key Responsibilities:

- Work with Daimler’s Businesses and Enabling Areas to support key business functions
- Contribute to storyboarding our results, support recommendations for an executive-level audience and produce leadership-quality deliverables
- Develop and optimize traditional ML models (regression, decision trees, SVM, XGBoost, etc.) with strong knowledge on Hypothesis testing.
- Perform feature engineering and dataset preprocessing for model training.
- Work on time series forecasting, anomaly detection, recommendation systems, etc.
- Optimize model performance using hyperparameter tuning and cross-validation.
- Deploy ML models into production using cloud and on-premises solutions.
- Collaborate with cross-functional teams to integrate ML models into business processes.
- Analyze and interpret telematics data to derive actionable insights.
- Develop solutions for streaming data processing and real-time analytics.

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