Job Summary:
Tata Consultancy Services is a leading global IT services, consulting, and business solutions organization. They are seeking a Gen AI Developer to develop and implement generative AI models, optimize RAG pipelines, and work on various NLP tasks.
Responsibilities:
• Develop and implement generative AI models using frameworks like TensorFlow and PyTorch.
• Build and optimize RAG (Retrieval-Augmented Generation) pipelines.
• Work on NLP tasks such as text classification, summarization, and conversational AI.
• Perform data preprocessing, cleaning, and feature engineering using Python libraries (NumPy, Pandas).
• Fine-tune and optimize transformer-based models and LLMs for specific use cases.
• Evaluate model performance using RAG and NLP evaluation metrics.
• Develop and integrate machine learning models into applications.
• Apply autonomous decision-making logic in AI-driven workflows where needed.
Qualifications:
Required:
• Experience in executing projects in Agile Framework
• Proven experience in machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch)
• Strong programming skills in Python and familiarity with libraries such as NumPy, Pandas, and Scikit-learn
• Experience with generative models (e.g., GANs, VAEs, Transformers) and natural language processing
• Proficiency in RAG (Retrieval-Augmented Generation) techniques
• Strong understanding of natural language processing (NLP)
• Experience with data preprocessing and model fine-tuning
• Familiarity with evaluation metrics for RAG systems
• Knowledge of transformer architectures and training techniques
• Awareness of ethical considerations and bias mitigation strategies
• Understanding of autonomous decision-making algorithms
• Proficiency in programming language Python
• Strong analytical and problem-solving skills
• Bachelor’s or master’s degree in computer science, data science or equivalent
Preferred:
• Good to have Manufacturing domain understanding
• Excellent communication
• Team collaboration
• Documentation and knowledge sharing
Company:
Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting. It is a sub-organization of Tata Group. Founded in 1968, the company is headquartered in Mumbai, IND, with a team of 10001+ employees. The company is currently Late Stage.