IT_Industries4.0_Data Scientist_CoE

About Welspun Welspun World is one of India's fastest growing global conglomerates with businesses in Home Textiles, Flooring Solutions, Advanced Textiles, DI Pipes, Pig Iron, TMT bars, Stainless Steel, Alloy, Line Pipes, Infrastructure & Warehousing. At Welspun, we strongly believe in our purpose to delight customers through innovation and technology, achieve inclusive & sustainable growth to remain eminent in all our businesses. From Homes to Highways, Hi-tech to Heavy metals, We lead tomorrow together to create a smarter & more sustainable world. Job Purpose/ Summary We are looking for an experienced Data Scientist with 4-5 years of expertise in developing and deploying AI/ML and Generative AI solutions. The ideal candidate will have a deep understanding of machine learning, deep learning, generative models, statistical modelling, and data engineering. They will be responsible for end-to-end model development, optimizing data pipelines, and collaborating with cross-functional teams to drive business impact. Job Title IT_Industries4.0_Data Scientist_CoE Job Description Data Scientist with 4-5 years of expertise in developing and deploying AI/ML and Generative AI solutions. The ideal candidate will have a deep understanding of machine learning, deep learning, generative models, statistical modelling, and data engineering. They will be responsible for end-to-end model development, optimizing data pipelines, and collaborating with cross-functional teams to drive business impact. Principal Accountabilities Design develop and deploy machine learning and deep learning models for various use cases including classification regression time series forecasting NLP and Generative AI applicationsbr Develop and finetune Generative AI models such as Transformers GANs VAEs and Diffusion Models for applications like text generation image synthesis and conversational AIbr Utilize advanced techniques like hyperparameter tuning feature selection transfer learning and prompt engineering to enhance model performancebr Develop and maintain realtime and batch AIML pipelines in production environments ensuring efficient data processing and model deploymentbr Extract clean and transform largescale structured and unstructured datasets to support datadriven decisionmakingbr Work with big data technologies including Spark and Hadoop to handle largescale data processing tasksbr Deploy ML and Generative AI models using containerization technologies like Docker and Kubernetes and leverage cloud platforms such as AWS Azure or GCPbr Implement MLOps and GenAI Ops best practices to automate model retraining monitoring and CICD pipelines ensuring robust and scalable AI solutionsbr Optimize the inference performance of largescale foundation models including LLMs Vision Models and Multimodal Models for production usebr Perform exploratory data analysis EDA to generate actionable insights and support datadriven strategiesbr Collaborate with stakeholders to understand business challenges and provide AIdriven solutions including GenAIpowered automation and augmentationbr Design AB testing frameworks to validate model performance and assess business impact effectivelybr Drive the adoption of LLMs Chatbots and AI copilots for various business use cases enhancing operational efficiency and customer engagementbr Mentor and guide junior data scientists and data engineers fostering a culture of continuous learning and innovationbr Collaborate with product managers data engineers and business leaders to drive the adoption of AIML and Generative AI technologies across the organizationbr Stay updated with the latest trends in AI LLMs multimodal AI and GenAI innovations contributing to research and innovation initiatives within the company Key Interactions Top Management,Mid Management,Junior Management,Cross-Functional Collaboration Experience 4 Competency Name Competency Name Proficiency Level AI\/ML modelsExpert MLOps pipelinesExpert Artificial IntelligenceExpert ChatbotProficient PythonExpert PyskarkExpert SQLExpert Business & Commercial acumenExpert EntrepreneurshipExpert Global Mind-setExpert People ExcellenceExpert AI\/ML modelsExpert MLOps pipelinesExpert Artificial IntelligenceExpert ChatbotProficient PythonExpert PyskarkExpert SQLExpert Business & Commercial acumenExpert EntrepreneurshipExpert Global Mind-setExpert People ExcellenceExpert LLMsExpert Low Traditional ModelingExpert GenAIExpert Additional Section (Can Be Added, If Required. NA