Data Science Engineer
- Tata Communications
- 2 - 5 years
- Bengaluru
- 8 months ago
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Job Description
Position overview:
We are seeking an experienced Data Scientist with a strong background in Machine Learning, Natural Language Processing (NLP), Generative AI, and Retrieval-Augmented Generation (RAG). The ideal candidate will possess 3 to 6 years of hands-on experience in developing and deploying advanced data-driven solutions. You will play a key role in our AI-CoE team, contributing to cutting-edge projects that drive innovation and business value. A special focus area for this role would be to build AI enabled products that would result in the creation of monetizable product differentiators for Tata Communications products and services.
Detailed job description & Key Responsibilities:
- Develop, Test, and Deploy machine learning models for various business and Telco use cases.
- Perform data preprocessing, feature engineering and ML/DL model evaluation.
- Optimize and fine-tune models for performance and scalability.
- Good understanding of NLP concepts and projects involving entity recognition, text classification, and language modelling like GPT
- Build and refine RAG models to improve information retrieval and answer generation systems.
- Integrate RAG methods into existing applications to enhance data accessibility and user experience.
- Work closely with cross-functional teams including software engineers, product managers, and domain experts.
- Communicate technical concepts to non-technical stakeholders effectively.
- Document processes, methodologies, and model development for internal and external stakeholders.
Skills:
- Bachelors or masters degree in Computer Science, Data Science, Statistics, Mathematics, or a related field from reputed institutions.
- Strong knowledge of probability and statistics.
- Working knowledge of machine learning and deep learning skills.
- Strong knowledge of programming knowledge Python, SQL and commonly used frameworks & tools PyTorch, Sci-kit, NumPy, Gen AI tools like langchain/llamaIndex
- Working knowledge of MLOPs principles and implementing projects with Big Data in batch and streaming mode.
- Excellent problem-solving skills and a proactive attitude.
- Strong communication and teamwork abilities.
- Ability to manage multiple projects and meet deadlines
- Interview will involve coding tests.
Job Classification
Industry: Software ProductFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: Tata CommunicationsLocation(s): Bengaluru
Keyskills: Generative Ai Artificial Intelligence Natural Language Processing Machine Learning rag
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