Applied Machine Learning Engineer II

Allstate Corporation

Chicago, IL, United States

1 day ago

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Role details

Contract type

Permanent contract

Employment type

Full-time (> 32 hours)

Experience level

Expert

Compensation

$120,000.0 - $193,725.0

Working hours

Regular working hours

Job source

find.jobs

Tech stack

Java (Programming Language) Computer-Aided Design Application Programming Interfaces (APIs) Automation of Tests Database Schema Design of User Interfaces HP Systems Insight Manager Python (Programming Language) Machine Learning MongoDB OAuth OpenID

+7 more

Performance Tuning Single Sign-On Test-Driven Development (TDD) Spring-boot Generative AI Indexer Backend

Job description

Build and enhance full-stack software products and backend services, with a strong focus on Java and Spring Boot. Develop and deploy machine learning and generative AI solutions, establish CI/CD practices, improve test coverage, and support secure, reliable production applications., * Design and maintain product features across user interfaces, APIs, backend services, and supporting infrastructure.

Build and support software using Java, Spring Boot, and Python.
Develop and deploy machine learning and generative AI solutions in production.
Create and maintain CI/CD pipelines and deployment verification practices.
Expand automated test coverage and apply test-driven development.
Troubleshoot production issues, perform root cause analysis, and address security and compliance findings.

Requirements

Java 17+Spring Boot 4.x+Python
Machine learning deployment
Generative AI deployment
Mongo
DB schema design
Mongo
DB indexing and performance optimization
CI/CD pipelines
OAuth, OIDC, and SSO authentication
Application monitoring and observability

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