✦ Luna Orbit — Cloud & Infrastructure

Cloud Platform Lead Engineer (ML DevOps)

at Allstate

📍 2 Locations Hybrid 💰 $110K – $160K USD / year Posted March 13, 2026
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Position Details

Salary $110K – $160K USD / year
Type Not Specified
Experience senior
Exp. Years 5+ years
Education Not specified
Category Cloud & Infrastructure

About this role

This role involves leading the design and operation of cloud-based ML platforms, establishing reliability and observability standards, and mentoring engineering teams.

Key Responsibilities

  • Design cloud ML infrastructure
  • Establish reliability standards
  • Build CI/CD pipelines
  • Lead platform automation
  • Mentor engineering teams

Technical Overview

Focus on cloud infrastructure, ML platform architecture, MLOps practices, automation, and observability with tools like Terraform and Kubernetes.

Ideal Candidate

The ideal candidate is a senior cloud infrastructure engineer with 5+ years experience in building and operating ML platforms, strong expertise in MLOps, automation, and reliability engineering, and leadership skills to mentor teams.

Must-Have Skills

Lead the designbuildand operation of cloud infrastructure supporting ML experimentationtrainingand production deploymentsDefine technical direction and best practices for ML platformsMLOpsreliabilityand cloud infrastructureArchitect ML platforms for high availabilityfault toleranceand resiliencyEstablish observability standards including metricsloggingtracingalertingand SLOsBuild and oversee CI/CD pipelines and automation

Nice-to-Have Skills

Model versioningValidationPromotionMonitoringRollback strategies

Tools & Platforms

TerraformKubernetesMonitoring toolsLogging toolsTracing tools

Required Skills

Cloud infrastructureML platformsMLOpsReliability engineeringObservability standardsCI/CD pipelinesAutomationInfrastructure as CodeTerraformKubernetesMonitoringTroubleshooting

Hard Skills

Cloud infrastructureML platformsMLOpsReliability engineeringObservability standardsCI/CD pipelinesAutomationInfrastructure as CodeTerraformKubernetesMonitoringTroubleshooting

Soft Skills

leadershipmentoringcollaborationproblem-solvingcommunication

Industry & Role

Industry Aerospace / Manufacturing / Transportation
Job Function Lead cloud ML platform development and operations

Keywords for Your Resume

Cloud Platform Lead EngineerML platformsMLOpsReliabilityObservabilityCI/CD pipelinesTerraformKubernetesMonitoringTroubleshootingAutomationInfrastructure as Code

Deal Breakers

Lack of experience with cloud ML infrastructure, Less than 5 years of relevant experience, No experience with automation or observability tools

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