Senior Data Scientist

4 weeks ago

Jaipur, India CIMET Full time

Job Title: Senior Data Scientist

Job Summary: 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.

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