CIMET - Senior Data Scientist - Artificial Intelligence/Machine Learning

Job Description : We are looking for a highly experienced Senior Data Scientist with a deep understanding of AI/ML technologies, including Recommendation Systems, Chatbots, Generative AI, and Large Language Models (LLMs). The ideal candidate will have hands-on experience in applying these technologies to solve real-world problems, working with large datasets, and collaborating with cross-functional teams to deliver innovative data-driven solutions. Responsibilities : - Design, develop, and optimize recommendation systems to enhance user experience and engagement across platforms. - Build and deploy chatbots with advanced NLP capabilities for automating customer interactions and improving business processes. - Lead the development of Generative AI solutions, including content generation and automation. - Research and apply Large Language Models (LLMs) like GPT, BERT, and others to solve business-specific problems and create innovative solutions. - Collaborate with engineering teams to integrate machine learning models into production systems, ensuring scalability and reliability. - Perform data exploration, analysis, and feature engineering to improve model performance. - Stay updated on the latest advancements in AI and ML technologies, proposing new techniques and tools to enhance our product capabilities. - Mentor junior data scientists and engineers, providing guidance on best practices in AI/ML model development and deployment. - Collaborate with product managers and business stakeholders to translate business goals into AI-driven solutions. - Work on model interpretability, explainability, and ensure models are built in an ethical and responsible manner. Required Skills and Qualifications : - 5 years of experience in data science or machine learning, with a focus on building and deploying AI models. - Strong expertise in designing and developing recommendation systems and working with collaborative filtering, matrix factorization, and content-based filtering techniques. - Hands-on experience with chatbots using Natural Language Processing (NLP) and conversational AI frameworks. - In-depth understanding of Generative AI, including transformer-based models and GANs (Generative Adversarial Networks). - Experience working with Large Language Models (LLMs) such as GPT, BERT, T5, etc. - Proficiency in machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn. - Strong programming skills in Python and libraries such as NumPy, Pandas, Hugging Face, and NLTK. - Experience with cloud platforms like AWS, GCP, or Azure for deploying and scaling machine learning models. - Solid understanding of data pipelines, ETL processes, and working with large datasets using SQL or NoSQL databases. - Knowledge of MLOps and experience deploying models in production environments. - Strong problem-solving skills and a deep understanding of statistical methods and algorithms. Preferred Qualifications : - Experience with Reinforcement Learning and Recommender Systems personalization techniques. - Familiarity with ethical AI and model bias mitigation techniques. - Experience with A/B testing, experimentation, and performance tracking for AI models in production. - Prior experience mentoring junior data scientists and leading AI/ML projects. - Strong communication and collaboration skills, with the ability to convey complex technical concepts to non-technical stakeholders. (ref:hirist.tech)

Location: jaipur, IN

Posted Date: 11/27/2024