Senior ML Platform Engineer: Production-Scale AI

Testing Site - JPMC; Jersey City (NJ); On-site; USD 180,000 - 240,000; Full time

Job summary

JPMorganChase is seeking a Lead Software Engineer within the Machine Learning Center of Excellence (MLCOE) to design and deliver production-grade software for enterprise ML pipelines. You will work on data ingestion, model pipelines, and serving outputs to a large user base.

Role requires deep experience in software engineering for ML, IAM security, and end-to-end data processing with AWS services, Terraform, and CI/CD. On-site role in NJ area with collaboration across teams.

Qualifications

• Formal training or certification on software engineering concepts and 5+ years applied experience.
• Infrastructure design for large-scale ML deployment using Terraform or AWS IaC.
• Building metrics and setting up AWS CloudWatch monitors and alarms for infra and app performance.
• Working with data lakes (Amazon S3) and data warehouses (AWS Redshift).
• Utilizing AWS services and CI/CD pipelines for deploying and maintaining ML apps.
• Developing dynamic, interactive dashboards with Tableau or Qlik Sense, including ETL automation and ODBC connectors.
• Data manipulation, structuring, design flow, and query optimization using SQL and Python.
• Processing large datasets with data containers, multithreading, and multiprocessing in PySpark and TensorFlow.
• Developing software or microservices deployed as REST APIs.
• Using AWS Kinesis and Firehose for large-scale data ingestion and ETL with AWS Glue.
• Developing and automating high-performance, large-scale data processing systems.

Responsibilities

• Designs, develops and maintains production grade software
• Engineers data pipelines to ingest and transform large volumes of data.
• Feeds processed data into machine learning model pipelines.
• Stores resulting data in data warehouses and data lakes.
• Designs and implements end-to-end ML model pipelines, from data input to serving outputs.
• Deploys complete systems into production environments.
• Resolves production issues within a 5-hour SLA.
• Adds new features and maintains product code to ensure ongoing system performance and reliability.

Skills

Software engineering

Python

SQL

REST APIs

Distributed data processing

Tools

Terraform

AWS CloudWatch

S3

Redshift

Tableau

Qlik Sense

Job description

JPMorganChase is seeking a Lead Software Engineer within the Machine Learning Center of Excellence (MLCOE) to design and deliver production-grade software for enterprise ML pipelines. You will work on data ingestion, model pipelines, and serving outputs to a large user base.

Role requires deep experience in software engineering for ML, IAM security, and end-to-end data processing with AWS services, Terraform, and CI/CD. On-site role in NJ area with collaboration across teams.