Lead Software Engineer
On-site · Jersey City, New Jersey, United States
Jersey City, New Jersey, United StatesOn-siteFull TimeSenior LevelLicense Or CertificationInvestment BankingEnterprise
Type
Full Time
Level
Senior Level
Education
License Or Certification
Company size
Enterprise
Industry
Investment Banking
Job Summary
Lead Software Engineer to design and deliver production-grade software within JPMorgan Chase's MLCOE. Design and maintain data pipelines, ML model pipelines, data warehouses/lakes, REST APIs; deploy to production; maintain SLA of 5 hours; build dashboards; work with AWS, Terraform, S3/Redshift, Kinesis/Glue, CI/CD; expertise in PySpark, TensorFlow, SQL, Python.
Required Qualifications
- Formal training or certification on software engineering concepts
- 5+ years applied experience
- Infrastructure design for large-scale machine learning model deployment using tools like Terraform or AWS Infrastructure as Code
- Building metrics and setting up AWS CloudWatch monitors and alarms
- Working with data lakes (Amazon S3) and data warehouses (AWS Redshift)
- Utilizing AWS services and CI/CD pipelines for deploying and maintaining machine learning applications
- Developing dynamic, interactive dashboards with Tableau or Qlik Sense
- 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
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