Data Scientist
- Alstom
- 7 - 12 years
- Bengaluru
- 2 days ago
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Job Description
- Designing and developing data-driven solutions, integrating engineering aspects and evaluating financial impacts
- Implementing feature selection/extraction methods to improve ML models and derive interpretable insights
- Building and optimizing machine learning models, including supervised and unsupervised approaches
- Assessing and enhancing the quality of incoming data and model outputs using appropriate evaluation metrics
- Collaborating with domain experts to define and meet business requirements
- Creating reports and explanatory materials to communicate insights effectively
- Evaluating opportunities from emerging mathematical approaches and data science technologies
- Applying strong testing and quality assurance practices
- Masters Degree in computer science or engineering, supplemented by training in data science/ML or related disciplines
- 7+ years of experience in data science/machine learning.
- Excellent knowledge of Python programming
- Understanding of modern statistics, including time-series and signal processing, text mining, or image processing
- Experience with Python data science stack (e.g., pandas, scikit-learn, keras, numpy, tensorflow)
- Strong knowledge of artificial intelligence and machine learning algorithms (e.g., classification, regression, dimensionality reduction, neural networks, deep learning)
- Strong knowledge on Generative AI, Large Language Models
- Experience in building and optimizing supervised and unsupervised ML models
- Experience with database management (SQL, ElasticSearch, etc.)
- Proficiency in a LINUX environment (shell scripting)
- [Optional: Experience in PHM, predictive maintenance, traffic modelling, NLP, video analytics, or sequence mining]
- [Optional: Familiarity with Git and release management]
- Enjoy stability, challenges and a long-term career free from boring daily routines
- Work with cutting-edge technologies to revolutionize digital mobility
- Collaborate with cross-functional teams and supportive colleagues
- Contribute to innovative projects in the mobility domain
- Utilise our flexible and inclusive working environment
- Steer your career in whatever direction you choose across functions and countries
- Benefit from our investment in your development, through award-winning learning programs
- Progress towards leadership or technical expert roles
- Benefit from a fair and dynamic reward package that recognizes your performance and potential, plus comprehensive and competitive social coverage (life, medical, pension)
Job Classification
Industry: Urban TransportFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Full Stack Data ScientistEmployement Type: Full timeContact Details:
Company: AlstomLocation(s): Bengaluru
Keyskills: data scientist python neural networks ai numpy machine learning artificial intelligence sql pandas deep learning tensorflow git nlp data science elasticsearch shell regression devops quality assurance linux keras shell scripting
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