Remote ML Platform Lead Architect

Allstate Northern Ireland Limited; Illinois; Remote; USD 110,000 - 181,000; Full time

Job summary

Allstate Corporation is seeking a Lead Consultant for the Machine Learning Platform to architect, build, and scale core ML platforms enabling enterprise-wide ML. You will lead ML infrastructure, MLOps automation, model deployment, and data pipelines across Azure, AWS, or GCP, partnering with data science, security, and product teams.

Ideal candidates have strong hands-on software engineering experience, cloud-native practices, and a proven ability to drive cross-team initiatives while ensuring

Qualifications

• Extensive experience in ML engineering or large-scale distributed systems.
• Hands-on expertise with MLOps tools and model deployment.
• Proficiency in Python and backend development for ML systems.
• Experience with Azure ML Studio, AWS SageMaker, or Vertex AI.
• 6+ years of progressive related experience.

Responsibilities

• Lead ML platform architecture for training, inference, data pipelines.
• Design and implement robust MLOps pipelines and CI/CD for ML.
• Develop cloud-based ML infrastructure on Azure, AWS, or GCP.
• Mentor engineers and collaborate with security/compliance teams.

Skills

CI/CD

Machine Learning

Model Development

ML Operations

Microsoft Azure

Python Automation

Python Frameworks

Tools

Kubernetes

Docker

Terraform

Infrastructure as Code

Job description

Allstate Corporation is seeking a Lead Consultant for the Machine Learning Platform to architect, build, and scale core ML platforms enabling enterprise-wide ML. You will lead ML infrastructure, MLOps automation, model deployment, and data pipelines across Azure, AWS, or GCP, partnering with data science, security, and product teams.

Ideal candidates have strong hands-on software engineering experience, cloud-native practices, and a proven ability to drive cross-team initiatives while ensuring