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