GenAI Engineer/Data Scientist

Job Description

Exp: 6+ Years Location: NCR/Pune/Bangalore Work mode: Hybrid Key Responsibilities: ? 6+ 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. Required Skills and Experience: ? Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics, statistics) or equivalent experience. ? 6+ years of experience in data science, building hands-on ML models . ? Experience with LLMs like Llama (1/2/3), Mistral, T5, Langchain or framework similar like Langchain) ? 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 ? Candidate must be comfortable interpreting research papers and architecture diagrams of Language Models ? Candidate must be comfortable with LORA, RAG, Instruct fine-tuning, Quantization, etc. ? Experience leading the end-to-end design, development, and deployment of predictive modeling solutions ? 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 i s preferred