Data Scientist Machine Learning & Applied Analytics. (Bengaluru)
Data Science Analytics & Machine Learning
Posted: 1 week ago
5-9 years
Bangalore
Data Science Analytics & Machine Learning
work from office
Full Time
Closes 1 Jan 2027
Posted: 1 week ago
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Job Description
- Data Scientist Machine Learning & Applied Analytics. (Bengaluru)
- Company: Tata Elxsi
- Job Location: Bengaluru, Karnataka, India
- Employment Type: Full-time
- Experience Required: 5 - 8 years
- Role & responsibilities
- Translate product and customer problems into well-defined analytics and ML use cases.
- Perform data exploration, feature engineering, statistical analysis and experimentation.
- Develop, train, validate and optimize machine learning and predictive models.
- Define appropriate model performance metrics, benchmarks and acceptance criteria.
- Convert prototypes and experiments into scalable, production-ready capabilities.
- Work with Product, Architecture and Engineering teams to integrate models and analytics into SaaS products and platforms.
- Model Evaluation & Productization
- Evaluate models and analytical solutions developed by internal teams, technology partners and specialist solution providers.
- Assess model assumptions, data requirements, accuracy, robustness, explainability and limitations.
- Benchmark alternative models/approaches and provide evidence-based recommendations.
- Establish practices for model versioning, validation, monitoring, drift detection and continuous improvement.
- Ensure that externally sourced models can be effectively integrated, governed and evolved within the product.
- Preferred candidate profile
- 5-8 years of relevant experience in Data Science, Machine Learning, Applied Analytics or related roles.
- Experience building ML/analytics capabilities that have been deployed into production products or platforms.
- Experience working with automotive, mobility, connected vehicle, battery/EV, IoT or industrial datasets is desirable but not mandatory.
- Experience collaborating with technology partners, research organizations or academic institutions is an advantage.
- Master's degree in Computer Science, Data Science, Statistics, Mathematics, Engineering or a related quantitative discipline preferred. .
Skills
Machine LearningData ScientistAnalyticsRobustnessModel Performance MetricsData RequirementsAccuracyData ExplorationStatistical AnalysisFeature EngineeringExperimentationIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
About Company
Tata Elxsi is a global design and technology services company focused on innovation and creating breakthrough products. We partner with global leaders across industries, including automotive, media & entertainment, and healthcare. We offer services in embedded systems, product engineering, digital experience, and more.
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