Data Scientist

CGI is hiring a Senior Data Scientist for its Hyderabad location. The role focuses on applying machine learning, deep learning, Generative AI, and predictive modeling to solve real-world business problems. The position involves designing, developing, validating, and deploying scalable AI/ML solutions while working with data engineers, product teams, and business stakeholders. Key Responsibilities: - Design, build, and validate machine learning and deep learning models. - Apply statistical techniques to analyze large datasets and generate actionable insights. - Develop and evaluate models using frameworks such as Scikit-learn, PyTorch, and TensorFlow. - Drive the adoption of Generative AI and LLM-based solutions. - Apply prompt engineering and ethical AI practices. - Collaborate with data engineers, product teams, and business stakeholders. - Contribute to code reviews and model documentation. - Mentor junior data scientists. - Stay updated with the latest AI/ML research and technologies. - Develop scalable AI/ML solutions for production environments.

REQUIREMENTS: - Machine Learning - Deep Learning - Data Science - Statistical Analysis - Mathematical Modeling - Predictive Modeling - Generative AI - Large Language Models - NLP - Python - NumPy - pandas - matplotlib - Scikit-learn - PyTorch - TensorFlow - HuggingFace - Hypothesis Testing - A/B Testing - Regression - Probability Theory - Model Validation - Bias-Variance Trade-off - Regularization - Overfitting - Decision Trees - Ensemble Models - SVM - Neural Networks - Clustering - CNN - RNN - Transformers - LSTM - Prompt Engineering - Embeddings - Fine-tuning - Problem Solving - Git - ML Pipelines - Cloud Platforms - Docker - Kubernetes PREFERRED: - Generative Modeling - VAEs - GANs - Diffusion Models - AWS - GCP - Azure - MLflow - Airflow - Kubeflow - Docker - Kubernetes - HuggingFace - Experience with production AI/ML deployment - Mentoring junior data scientists