Python-Data Science - AI/ML
LTIMindtreeFull Description
Skill: Python-Data Science - AI/ML
Experience: 8 - 12 years
Location: Bangalore
Job Description:
We are seeking a highly skilled Python Data Scientist with strong expertise in AI/ML to design, build, and deploy scalable machine learning solutions. The ideal candidate will have hands-on experience in production-grade ML systems, NLP, LLMs, and Generative AI, along with a strong foundation in data science and cloud-based ML platforms.
This role involves working on cutting-edge AI solutions, including RAG-based applications, and contributing across the full lifecycle—from data exploration to model deployment.
Key Responsibilities
* Design, develop, and deploy machine learning models in production environments
* Build and optimize NLP, LLM, and Generative AI solutions
* Develop Retrieval-Augmented Generation (RAG) based applications
* Work with large datasets to perform EDA, feature engineering, and hypothesis testing
* Collaborate with cross-functional teams to integrate ML models into business systems
* Deploy and manage ML models on cloud platforms (Azure ML / AWS SageMaker)
* Ensure scalability, performance, and reliability of AI/ML solutions
* Create data pipelines and workflows for model training and inference
* Develop dashboards and visualizations to communicate insights
Primary Skills (Must Have)
* Strong experience in Python for Data Science and Machine Learning
* Hands-on experience in ML model deployment in production
* Expertise in NLP, LLMs, and Generative AI
* Experience building RAG-based applications
* Proficiency in PyTorch or TensorFlow
* Experience with cloud ML platforms (Azure ML / AWS SageMaker)
Secondary Skills (Good to Have)
* Exposure to Reinforcement Learning
* Strong understanding of EDA & statistical hypothesis testing
* Experience with Spark ML / distributed computing
* Knowledge of SQL / NoSQL databases
* Experience in data visualization tools (Tableau, ELK stack)
Qualifications
* Bachelor’s or Master’s degree in Computer Science, Data Science, AI, or related field
* 3+ years of experience in Data Science / AI-ML roles
* Strong problem-solving and analytical skills
Nice to Have
* Experience working with enterprise-scale AI systems
* Familiarity with MLOps practices and CI/CD pipelines
* Exposure to real-time data processing and model monitoring