JPMorgan Lead Software Engineer - AI/ML & Python 

India, Karnataka, Bengaluru 

485608919

Job responsibilities

• Lead development and deployment of AI/ML solutions for AWM Client Service Function.
• Design, develop, and deploy state-of-the-art AI/ML/LLM/GenAI solutions to meet business objectives.
• Conduct thorough evaluations of Gen AI models, iterate on model architectures, and implement improvements to enhance overall performance across applications.
• Develop appropriate functional, non-functional, and performance testing frameworks for models.
• Guide and advise India team developers through Machine Learning Development Lifecycle (MDLC).
• Work directly with the US Core Client Service AI team on a daily basis to drive AI implementations from India.
• Collaborate with cross-functional teams to understand requirements and translate them into technical solutions.
• Stay updated with the latest trends and advancements in data science, machine learning, and related fields, and actively seek opportunities to enhance skills and knowledge.

Required qualifications, capabilities, and skills

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
• Experience strong programming skills in Python, with experience in developing and maintaining production-level code.
• Hands-on experience in applied AI/ML engineering with 3+ years, with a track record of developing and deploying business-critical machine learning models and applications in production.
• Experience leading developers in a high impact fast paced environment.
• Proficient in programming languages like Python for model development, experimentation, and integration with Azure OpenAI API.
• Ability to identify and address AI/ML/LLM/GenAI challenges, implement optimizations, and fine-tune models for optimal performance in NLP applications.
• Strong collaboration and communication skills to work effectively with geographically spread cross-functional teams, communicate complex concepts, and contribute to interdisciplinary projects.
• Strong problem-solving and analytical skills with emphasize on attention to detail.
• Experience with cloud platforms, for deploying and scaling AI/ML models.

• Experience in backend development, including databases (SQL/NoSQL/Graph), programming languages (Python/Java/Node.js), web frameworks, APIs, and microservices and possess front-end development skills.
• Knowledge of SRE practices.
• Knowledge of large language models (LLMs) and accompanying toolsets the LLM ecosystem (e.g. Lang chain, Vector databases, opensource Models like Mistral, Llama, etc)
• Exposure to cloud infrastructure as a code technologies such as Terraform
• Assess and choose suitable LLM tools and models for diverse tasks including but not limited to curating custom datasets and fine-tune LLM with a focus on parameter-efficient, mixture-of-expert, and instruction methods designing and developing advanced LLM prompts, Retrieval-Augmented Generation (RAG) solutions, and Intelligent agents for the LLMs and executing experiments to push the capability limits of LLM models and enhance their dependability.