Senior AI/ML Engineer: LLMs, Production Pipelines

JPMorgan Chase & Co.; Columbus (OH); Presencial; USD 61.000 - 101.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Health care coverage

Wellness centers

Retirement savings

Backup childcare

Tuition reimbursement

Mental health support

Financial coaching

Descripción de la vacante

JPMorgan Chase & Co. in Columbus, OH, is seeking a senior ML/AI engineer to design, build, and operate ML models and LLM solutions for enterprise-scale monitoring and risk applications.

You will collaborate with product managers, SRE, and compliance SMEs to improve product adoption, reliability, and outcomes while deploying in cloud-scale microservice architectures. A strong NLP/IR background and hands-on ML framework experience are required.

Formación

• PhD or MS/BS with significant practical experience in CS/DS/AI
• Strong foundation in information retrieval and NLP
• Expertise in Python, Java, and JVM-based languages
• Experience integrating models into cloud-scale microservices architectures
• Hands-on experience with ML frameworks (PyTorch, TensorFlow, SciKit, NeMo, HF Transformers)
• Practical experience with AWS and Databricks
• Exposure to SQL, NoSQL, and messaging stacks
• Excellent communication with ownership in early-stage environments
• Operational experience supporting an enterprise-grade ML application in production
• Preferred: Databricks CDAO platform experience
• Preferred: production-grade ML pipelines, APIs, and MLOps frameworks
• Preferred: AML, monitoring, and investigations systems
• Preferred: data engineering, distributed systems, scalable architectures
• Preferred: vector databases, model serving, inference optimization

Responsabilidades

• Design, build, and operate ML models
• Design, build, and run LLM solutions
• Create feedback/accuracy measurement methods for AI solutions
• Design, build, and operate risk feature data pipelines in Databricks
• Monitor drift, bias, and performance degradation; alert on issues
• Collaborate with cross-functional teams using agile processes
• Work with Product Managers, SRE, and Compliance SMEs to improve adoption, reliability, and outcomes

Conocimientos

Python

Java

Functional programming

JVM-based languages

Information retrieval

Natural language processing

ML frameworks: PyTorch

ML frameworks: TensorFlow

ML frameworks: Scikit-Learn

ML frameworks: NeMo

Hugging Face Transformers

AWS

Databricks

SQL

NoSQL

Messaging stacks

Vector databases

Model serving

Distributed systems

Cloud architectures

Educación

PhD in Computer Science / Data Science / AI

MS in Computer Science / Data Science / AI

BS in Computer Science / Data Science / AI

Herramientas

Databricks

AWS

Databricks CDAO platform

ML pipelines

APIs

Descripción del empleo

JPMorgan Chase & Co. in Columbus, OH, is seeking a senior ML/AI engineer to design, build, and operate ML models and LLM solutions for enterprise-scale monitoring and risk applications.

You will collaborate with product managers, SRE, and compliance SMEs to improve product adoption, reliability, and outcomes while deploying in cloud-scale microservice architectures. A strong NLP/IR background and hands-on ML framework experience are required.