Pune, Maharashtra, India
Information Technology
Full-Time
Sampoorna Consultants
Overview
Position Overview
We are seeking a 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+ 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.
Detailed Job Description & Key Responsibilities
We are seeking a 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+ 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.
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/Llama/Claude/Grok
- 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.
- 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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