Sr Engineer

4 days ago

Chennai, Tamil Nadu, India Tata Communications Full time ₹ 15,00,000 - ₹ 25,00,000 per year

About The Company
Tata Communications Redefines Connectivity with Innovation and IntelligenceDriving the next level of intelligence powered by Cloud, Mobility, Internet of Things, Collaboration, Security, Media services and Network services, we at Tata Communications are envisaging a New World of Communications

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 1 to 3 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

  • Research and implement state-of-the-art ML algorithms and tools to build PoCs and MVPs
  • 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

  • Bachelor's or master's 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.

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