Bangalore, Karnataka, India
Information Technology
Other
TVS Motor Company
Overview
Tamil Nadu, Chennai, Tamil Nadu, India
Department
D&AI-EHRL & SST support
Job posted on
Jul 20, 2025
Employment type
White Collar
Job Title: Principal Data Scientist
Location: Chennai
Job Description:
The ideal candidate will have a strong background in data analytics, statistics, programming, and data visualisation, as well as experience using data to generate actionable insights, drive business decisions, and productionize machine learning models. The candidate will be responsible for working with cross-functional teams to identify opportunities for leveraging data to solve business problems, developing and implementing analytical models, and productionizing models for deployment in a production environment.
Responsibilities:
§ Work with cross-functional teams to identify opportunities for leveraging data to solve business problems
§ Collect, clean, and transform data from various sources
§ Analyse and interpret large datasets using statistical techniques and data visualisation tools
§ Develop and maintain predictive models using Python
§ Evaluate the performance of analytical models and make recommendations for improvements
§ Productionize machine learning models for deployment in a production environment
§ Develop and maintain code for model deployment, monitoring, and retraining
§ Explain the model to both technical and non-technical stakeholders, including the model assumptions, limitations, and potential impact on the business
§ Communicate insights and model explanations to both technical and non-technical stakeholders using compelling data visualisations and storytelling techniques
§ Develop presentations and reports to share insights and model explanations with senior management and other stakeholders
Requirements:
§ Master's or Ph.D. degree in Computer Science, Engineering, Statistics, Mathematics, or related field
§ At least 8+ years of experience working as a data scientist or similar role
§ Strong programming skills in Python
§ Strong understanding of statistical analysis techniques and data visualization tools
§ Experience working with large datasets, including data cleaning, transformation, and visualization
§ Experience productionizing machine learning models for deployment in a production environment
§ Excellent communication skills, with the ability to effectively communicate insights and model explanations to both technical and non-technical stakeholders
§ Strong problem-solving skills and attention to detail
§ Ability to work collaboratively in a team environment
Expectation for lead/principal DS
30 days of joining
- Understand the residential real estate business process
- Understand the various ML models that are deployed across the customer lifecycle
- Understand the SFDC source system
- Understand the Azure ML services
- Get familiar with the vendor partners for augmented analytics
- Take part in the weekly cadence with business teams
60 days of joining
- Take end-to-end ownership of all the ML models
- Drive ML adoption with the business teams by sharing the insights both at the aggregate & lead levels
- Identify any gaps, if any, and either retrain or redevelop the ML models.
Behavioral competency
- Owns deliverables end-to-end; takes responsibility for both success and failure.
- Drives cross-functional alignment, even when not directly managing stakeholders.
- Can clearly explain complex models and insights to non-technical stakeholders.
- Makes progress in ambiguous, noisy, or incomplete data environments.
- Believes in experimentation, feedback loops, and continuous improvement.
- Breaks down problems methodically rather than relying on templates.
Tech stack:
1. Databricks
2. Azure microservices - Azure functions for model deployment
3. Visual basic code ide
4. Jupyter notebook
5. Python
6. Sql & Pyspark for data processing
7. Github for model versioning and setting up CICD pipelines
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