Job DescriptionAre you passionate about leveraging advanced technology to solve complex business challenges? As an applied AI/ML, you will have the opportunity to shape the future of document management through cutting-edge AI and machine learning. Join a collaborative team where your expertise will drive impactful solutions and strategic outcomes. This role offers a platform to innovate, lead, and make a difference across the organization.
As an Applied AI/ML lead in the Digital Document Management team, you will design, develop, and deploy secure, scalable, and innovative technology products that transform how documents are processed and managed. You will use advanced AI and machine learning to extract, analyze, and manage information, driving strategic business outcomes. You will collaborate with cross-functional teams, mentor others, and continuously seek opportunities for improvement and innovation.
Job 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
- Collaborate with business systems to ensure seamless integration and data flow
- 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
- Mentor junior engineers and promote best practices in AI/ML, software engineering, and testing
- Work closely with cross-functional teams to translate business needs into technical solutions
- Contribute to communities of practice and explore new and emerging technologies
Required qualifications, capabilities, and skills- Master's or Ph.D. in Computer Science, Data Science, Machine Learning, or related field, with relevant industry experience
- 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, Google Cloud Platform, Azure)
- Skills in containerization and orchestration (Docker, Kubernetes, Amazon EKS)
- Solid understanding of software development life cycle, agile methodologies, and data engineering
- Experience deploying and maintaining AI/ML solutions in large-scale, production environments
- Strong problem-solving, communication, and collaboration skills
Preferred qualifications, capabilities, and skills- Experience in financial services, especially investment banking or credit risk operations
- Expertise in agentic AI frameworks, prompt optimization, and fine-tuning SLMs
- Familiarity with distributed computing, data sharing, and DDP training
- Experience in design/code reviews and mentoring teams
About UsJPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans
About the TeamOur professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we're setting our businesses, clients, customers and employees up for success.
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