JPMorgan Software Engineer II - Machine Learning 

India, Maharashtra, Mumbai 

848687005

Job responsibilities

• Lead optimization of generative AI models, focusing on large language models (LLMs) and retrieval-augmented generation (RAG).
• Collaborate with cross-functional teams to integrate AI solutions into business processes and intelligent solutions.
• Conduct data preprocessing, transformation, and feature engineering for AI model training and analysis.
• Develop and implement data transformation pipelines to ensure data quality and accessibility.
• Deploy and manage AI models using frameworks like PyTorch and TensorFlow.
• Stay updated on advancements in AI and machine learning, applying new techniques to improve model performance.
• Participate in Agile teams, contributing to sprint planning, stand-ups, and retrospectives for timely AI solution delivery.

Required qualifications, capabilities, and skills

• Formal training or certification on software engineering concepts and 2+ years applied experience
• Demonstrate advanced proficiency in Python and experience with machine learning libraries and frameworks.
• Have proven experience in training and fine-tuning generative AI models, including large language models (LLMs) and retrieval-augmented generation (RAG).
• Exhibit a strong understanding of deep learning concepts and techniques, especially in the context of generative AI.
• Experience working on enterprise-scale machine learning projects in a professional environment.
• Expertise in data transformation, preprocessing, and feature engineering techniques.
• Proficient in using PyTorch and TensorFlow for deploying generative AI models.

Preferred qualifications, capabilities, and skills

• Familiarity with automation tools like Alteryx
• Bachelor's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
• Exposure to cloud technologies