Machine Learning Platform - Lead Engineer

Allstate

Base: $110,000.00 - $160,000.00 annually; bonus/eq...
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Machine learning platform architecture
Mlops automation and ci/cd
Cloud native infrastructure on azure aws gcp
** Allstate is seeking a Machine Learning Platform Lead Engineer to architect and scale core platforms for enterprise-wide machine learning solutions. The role emphasizes technical leadership in ML infrastructure, MLOps automation, and collaboration across various teams to ensure reliable ML adoption. **

Job Summary

  • The role involves architecting and scaling core platforms that power enterprise-wide machine learning solutions at Allstate.
  • Candidates will drive architectural decisions for distributed systems and automated MLOps workflows supporting enterprise-scale adoption.
  • This position requires deep technical leadership in cloud-native engineering, security compliance, and cost optimization for ML infrastructure.

Matching Summary

Match Score: 75

** Allstate is seeking a Machine Learning Platform Lead Engineer to architect and scale core platforms for enterprise-wide machine learning solutions. The role emphasizes technical leadership in ML infrastructure, MLOps automation, and collaboration across various teams to ensure reliable ML adoption. **

Salary

Base: $110,000.00 - $160,000.00 annually; Bonus/Equity: Incentive pay (commission, bonus) as applicable; Benefits: Not specified

Skills & Requirements

Must-have

  • Machine Learning Platform Architecture
  • MLOps Automation and CI/CD
  • Cloud Native Infrastructure on Azure AWS GCP
  • Kubernetes Docker and Terraform
  • Python Backend Development for ML

Nice-to-have

  • Experience with Feature Stores and Model Registries
  • Knowledge of Responsible AI Principles
  • Ability to mentor engineering teams
  • Familiarity with Data Drift Detection

Key Requirements

  • 6 or more years of related experience
  • Extensive experience in ML engineering or platform engineering
  • Strong proficiency in Python and backend development

Work Rights

Not specified

Tailored Resume

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