Data Scientist

Key Responsibilities

• Develop, train, evaluate, and deploy machine learning and AI models to solve complex business problems.
• Design and implement Generative AI and LLM-based solutions for enterprise use cases.
• Work with structured and unstructured data to identify patterns, trends, and actionable insights.
• Develop NLP solutions using modern transformer-based and LLM technologies.
• Build and optimize prompts, embeddings, retrieval pipelines, and RAG (Retrieval-Augmented Generation) solutions.
• Evaluate LLM outputs for accuracy, relevance, reliability, and performance.
• Perform exploratory data analysis, feature engineering, model development, and statistical analysis.
• Collaborate with data engineers, software engineers, product teams, and business stakeholders to take AI solutions from concept through production.
• Develop model evaluation frameworks and monitor model performance in production.
• Apply appropriate machine learning, deep learning, and statistical techniques to business problems.
• Work with cloud-based AI/ML platforms and modern data technologies.
• Document models, methodologies, experiments, results, and technical recommendations.
• Stay current with emerging developments in Generative AI, LLMs, NLP, and machine learning and evaluate their applicability to enterprise solutions.

Required Skills

• Strong experience as a Data Scientist / Machine Learning Engineer / AI Engineer.
• Strong hands-on experience with Python and common data science/ML libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch.
• Strong understanding of Machine Learning, Deep Learning, NLP, and statistical modeling.
• Hands-on experience with Generative AI and Large Language Models (LLMs).
• Experience with RAG, embeddings, vector databases, prompt engineering, and LLM evaluation.
• Experience working with structured and unstructured datasets.
• Strong SQL and data manipulation skills.
• Experience developing and deploying production-grade AI/ML solutions.
• Strong analytical and problem-solving skills.
• Excellent communication and collaboration skills.