GenAI Engineer

Job Title: GenAI Engineer Company: EXL Job Category: Machine Learning Roles & Responsibilities: Key Responsibilities * 3 years of experience as a NLP and Python developer. * Experience with Pandas, NumPy, Scikit, NLP a must have * Key fundamentals in object-oriented design, data structures and systems. * Ability to integrate multiple data sources into a single system. * Familiarity with testing tools. * Ability to collaborate on projects and work independently when required. * Working knowledge of GitHub and Jira * Ability to document requirements and specifications. * Develop and maintain advanced Python-based applications in the Generative AI domain, ensuring high performance, reliability, and scalability. * Implement and optimize Generative AI models, including GPT, LLAMA, Mistral, FLAN T5 and other cutting-edge AI technologies, to create innovative solutions and knowledge graph. * Development of advanced RAG pipelines with proper embeddings, indexing, chunking, reranking, prompts and evaluation * Collaborate with cross-functional teams to integrate AI functionalities into broader systems and applications. * Utilize AWS/Azure/Databricks GPU machines to manage GPU memory effectively, maximizing performance and efficiency. * Stay updated on the latest advancements in Generative AI, Python development practices, and cloud services to continually enhance our AI capabilities. * Assist delivery leads in delivering Generative AI solutions to clients in a timely manner, ensuring client satisfaction and project success. Work Location: Bengaluru, Karnataka, India Availability: Full time

Required Skills And Experience * Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics, statistics) or equivalent experience. * 3 years of experience in data science, building hands-on ML models. * Candidate must be aware of entire evolution history of NLP (Traditional Language Models to Modern Large Language Models), training data creation, training set-up and finetuning * Knowledge of advanced RAG pipelines with proper embeddings, indexing, chunking, reranking, prompts and evaluation * Excellent programming skills in Python. Strong working knowledge of Pythons numerical, data analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc * SQL skills with SQL Server and Spark experience is preferred but not necessary. * Knowledge of predictive/prescriptive analytics including Machine Learning algorithms (Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks * Experience with Natural Language Processing (NLTK) and text analytics for information extraction, parsing and topic modeling. * Excellent verbal and written communication. Strong troubleshooting and problem-solving skills. Thrive in a fast-paced, innovative environment * Experience with cloud platforms such as Azure, AWS, Databricks is preferred Key Skills: Machine Learning, Python, Scikit-learn, Pandas, NumPy, NLP Salary: Not disclosed