Senior ML Engineer—LLM Document Digitization

Aumni; Jersey City (NJ); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Competitive compensation

Health benefits

401(k)

Paid time off

Job summary

JPMorgan Chase & Co. is seeking a senior Machine Learning Engineer – Document Digitization to design and deploy secure AI/ML solutions for processing diverse documents. You will lead end-to-end ML workflows, apply generative AI, and build scalable pipelines in production.

You will mentor engineers, collaborate across teams, and ensure governance, security, and compliance while delivering measurable business impact.

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, ML or related field.
• Proficiency in Python; familiarity with Java and front-end technologies (React.js, AngularJS).
• Hands-on AI/ML model development, deployment, and MLOps in production.
• Experience with TensorFlow, PyTorch, scikit-learn, PyTorch Lightning.
• Knowledge of generative AI techniques and LLMs.
• Experience with AWS SageMaker, Bedrock; Docker, Kubernetes; Terraform.
• Familiarity with NoSQL and search tech (MongoDB Atlas, Elasticsearch, OpenSearch, Neo4j).
• Experience with autonomous code agents and agentic development workflows.
• Understanding SDLC, CI/CD, resiliency and security in production.

Responsibilities

• Design, develop, and integrate AI-powered document digitization solutions to extract information and insights.
• Manage end-to-end AI/ML lifecycle: training, validation, deployment, monitoring, and improvement.
• Use generative AI and LLMs to automate document workflows.
• Build scalable digitization pipelines with Python, AI frameworks, and cloud tech.
• Provision and manage cloud resources with Terraform and AWS services (SageMaker, Bedrock).
• Ensure scalability, security, and governance of AI/ML solutions.
• Collaborate with cross-functional teams to modernize legacy processes with AI/LLMs.
• Develop dashboards to monitor digitization accuracy and efficiency.
• Mentor junior engineers and promote best practices in AI/ML and software engineering.
• Conduct model validation and continuous improvement with human-in-the-loop.

Skills

Python

TensorFlow/PyTorch

MLOps

AWS SageMaker

Terraform

Docker/Kubernetes

LLMs

Java

React/Angular

Education

Bachelor's or Master's in Computer Science/Data Science/ML

Tools

SageMaker

Bedrock

Docker

Kubernetes

Terraform

MongoDB Atlas

Elasticsearch

OpenSearch

Neo4j

Job description

JPMorgan Chase & Co. is seeking a senior Machine Learning Engineer – Document Digitization to design and deploy secure AI/ML solutions for processing diverse documents. You will lead end-to-end ML workflows, apply generative AI, and build scalable pipelines in production.

You will mentor engineers, collaborate across teams, and ensure governance, security, and compliance while delivering measurable business impact.