
Data Scientist t7
2 weeks ago
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
- WHAT YOU CAN EXPECT
- Problem Definition: Partner with stakeholders to translate business goals into clear, data-focused questions and define project scope and success metrics.
- Whiteboard hypothesis matrix and solution architecture design along with solution architect
- Data Collection and Preparation: Gather, clean, and preprocess data from diverse sources, ensuring quality and consistency, and engineer features to enhance model performance.
- Exploratory Data Analysis (EDA): Use statistical methods and visualization to uncover trends and validate assumptions, summarizing key insights for business alignment.
- Model Building and Evaluation: Select, train, and refine models suited to the business problem, evaluating performance with relevant metrics and documenting model assumptions.
- Deployment and Monitoring: Work with engineering teams to deploy models, establish performance monitoring, retrain as necessary, and incorporate feedback to improve accuracy.
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