At Allstate, great things happen when our people work together to protect families and their belongings from life’s uncertainties. And for more than 90 years, our innovative drive has kept us a step ahead of our customers’ evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.
Job Description
We are looking for a Cloud Platform Engineer to support and accelerate our Machine Learning development and deployment workflows. In this role, you'll work at the intersection of machine learning, infrastructure, and software engineering—building tools and platforms that empower data scientists and ML engineers to iterate, deploy, and scale models efficiently.You will leverage test driven development and continuous integration to ensure agility and quality of products. You will actively participate in the decision-making process of the team ensuring that the simplest appropriate technology and design is chosen to meet user needs.
The internal Allstate job title used for this role is Cloud Platform Engineer Senior Consultant II.Key Responsibilities
Designs, builds, and maintains infrastructure for ML experimentation, model training, and deployment.
Develops and manages CI/CD pipelines for ML workflows (data ingestion, model training, testing, and deployment).
Implements and manages ML platforms (e.g., MLflow, Kubeflow, SageMaker, Vertex AI) to support reproducibility and scalability.
Creates tools and environments to automate data versioning, model tracking, and artifact management.
Collaborates with data scientists to enable self-service access to compute resources and production systems.
Monitors, logs, and alerts on ML system health and model performance in production.
Enforces MLOps best practices across teams, including governance, model validation, and rollback strategies.
Ensures infrastructure security, cost-efficiency, and compliance.
Practices daily paired programming and test-driven development in writing software and building product
Participates in executing the strategy, keeping the customer needs and wants in mind
Establishes continuous integration, continuous delivery, and continuous deployment pipelines and practices
Participates in retrospectives to gather feedback and derive actionable items to improve the team and the product
Participates in iteration planning meetings ensuring that the team has a common understanding of each story and chores in a team’s backlog
• 4 year Bachelors Degree (Preferred)
Experience2+ years of experience with software development languages such as Python, Java. (Preferred)
2+ years of experience with Cloud Technologies such as Azure and/or AWS. (Preferred)
1+ years of experience with DevOps. (Preferred)
1+ years of experienced with Infrastructure as Code technologies such as Terraform, Cloud Formation etc. (Preferred)
Exposure to machine learning frameworks and distributed data processing tools like Apache Spark or equivalents.
• This job does not have supervisory duties.
Education & Experience (in lieu)• In lieu of the above education requirements, an equivalent combination of education and experience may be considered.
Primary Skills
Shift Time
Shift B (India)Recruiter Info
Shriya Kumari[email protected]About Allstate
Joining our team isn’t just a job — it’s an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. One where you can shape the future of protection while supporting causes that mean the most to you. Joining our team means being part of something bigger – a winning team making a meaningful impact.
The Allstate Corporation is one of the largest publicly held insurance providers in the United States. Ranked No. 84 in the 2023 Fortune 500 list of the largest United States corporations by total revenue, The Allstate Corporation owns and operates 18 companies in the United States, Canada, Northern Ireland, and India. Allstate India Private Limited, also known as Allstate India, is a subsidiary of The Allstate Corporation. The India talent center was set up in 2012 and operates under the corporation's Good Hands promise. As it innovates operations and technology, Allstate India has evolved beyond its technology functions to be the critical strategic business services arm of the corporation. With offices in Bengaluru and Pune, the company offers expertise to the parent organization’s business areas including technology and innovation, accounting and imaging services, policy administration, transformation solution design and support services, transformation of property liability service design, global operations and integration, and training and transition.
Learn more about Allstate India here.
