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