JPMorganChase is looking to transform how documents are processed and managed through the application of cutting-edge AI and machine learning. The goal is to extract, analyze, and manage information from documents to drive strategic business outcomes and improve efficiency.
Requirements
- Hands-on experience in Python programming; familiarity with Java and front-end technologies (React.JS, AngularJS)
- Experience with NoSQL databases (Mongo Atlas, ElasticSearch, OpenSearch, Neo4J)
- Proficiency in machine learning frameworks (TensorFlow, PyTorch, Scikit-learn, Pytorch Lightning)
- Knowledge of generative AI models (GANs, VAEs, transformers, diffusion models)
- Experience with MLOps practices and cloud platforms (AWS SageMaker, Bedrock, GCP, Azure)
- Skills in containerization and orchestration (Docker, Kubernetes, Amazon EKS)
- Solid understanding of software development life cycle, agile methodologies, and data engineering
Responsibilities
- Lead the development and integration of AI-powered document management solutions, focusing on extracting information and insights from diverse document types
- Employ advanced natural language processing, generative AI, and large language models to automate and optimize document workflows
- Design, implement, and deploy machine learning models and algorithms to enhance document processing and prediction capabilities
- Oversee the full MLOps lifecycle, including model design, experimentation, deployment, monitoring, and maintenance in production environments
- Ensure scalability, reliability, and security of AI/ML solutions
- Analyze large, complex datasets to extract actionable insights and inform business decisions
- Develop effective visualizations and reporting tools to communicate findings to stakeholders
Other
- Master’s or Ph.D. in Computer Science, Data Science, Machine Learning, or related field, with relevant industry experience
- Experience deploying and maintaining AI/ML solutions in large-scale, production environments
- Strong problem-solving, communication, and collaboration skills
- Experience in financial services, especially investment banking or credit risk operations
- Experience in design/code reviews and mentoring teams
