Senior ML Engineer: GenAI in Production (Java/Spring)

Allstate Insurance Company; Northern (KY); Hybrid; USD 120,000 - 194,000; Full time

Job summary

Allstate Insurance Company in the United States is seeking a Machine Learning Software Engineer Senior Consultant II who will own the full stack, apply 12-factor principles, and drive CI/CD and testing practices across the product. The role requires strong Java 17+ with Spring Boot 4.x+, proficiency in Python, and experience deploying GenAI/ML systems to production while guiding junior engineers.

You will collaborate to design features, troubleshoot production issues, uphold security standards,

Qualifications

• 3+ years of professional software engineering experience.
• Strong Java 17+ and Spring Boot 4.x+ expertise.
• Python proficiency.
• Experience deploying GenAI/ML systems to production.
• Experience building/maintaining CI/CD pipelines (Jenkins, GitHub Actions).
• Experience with MongoDB schema design and performance tuning.
• Experience implementing authentication (OAuth, OIDC, SSO).
• Familiarity with cloud services (AWS, Azure, GCP).

Responsibilities

• Architect and design features across UI, APIs, backend, and infrastructure.
• Develop and maintain features end-to-end across the product platform.
• Practice test-driven development and daily paired programming.
• Expand test coverage and CI/CD pipelines and deployment readiness.
• Lead standups and participate in retrospectives across sites and teams.
• Troubleshoot production issues and perform root-cause analysis.

Skills

Java 17+

Spring Boot

Python

Data Science

Machine Learning

API

Tools

MongoDB

Jenkins

GitHub Actions

AWS

Azure

GCP

Job description

Allstate Insurance Company in the United States is seeking a Machine Learning Software Engineer Senior Consultant II who will own the full stack, apply 12-factor principles, and drive CI/CD and testing practices across the product. The role requires strong Java 17+ with Spring Boot 4.x+, proficiency in Python, and experience deploying GenAI/ML systems to production while guiding junior engineers.

You will collaborate to design features, troubleshoot production issues, uphold security standards,