トレンド企業

Allstate
Allstate

Insurance company.

Cloud Platform Engineer (ML DevOps)

職種DevOps
経験ミドル級
勤務地United States, Israel
勤務オンサイト
雇用正社員
掲載2ヶ月前
応募する

必須スキル

Python

Java

AWS

Terraform

Azure

Spark

Machine Learning

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

Software Engineer Senior Consultant II implements applications following 12-factor principles to build out the product and iterative enhancements. They own the full stack of software products, developing and implementing frontends (web or mobile), and backend services. They leverage test driven development and continuous integration to ensure agility and quality of products. They actively participate in the decision-making process of the team ensuring that the simplest appropriate technology and design is chosen to meet user needs.

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., Azure MLStudio, Fabric, MLflow, Kubeflow, Sage Maker, 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

Qualifications

  • 4+ years of experience with software development languages such as Python, Java. (Preferred).
  • 4+ years of experience with Cloud Technologies such as Azure and AWS. (Preferred).
  • 4+ years of experience with DevOps. (Preferred).
  • 4+ years of experienced with Infrastructure as Code technologies such as Terraform, Ansible, Chef or Puppet. (Preferred).
  • Exposure to machine learning frameworks and distributed data processing tools like Apache Spark or equivalents.

Supervisory Responsibilities:

  • This job does not have supervisory duties.

Skills

Amazon Web Services (AWS), Cloud Automation, Cloud Computing, Cloud Deployment, Cloud Operations, Cloud Software, DevOps, Google Cloud Platform (GCP), Microservice Framework, Microsoft Azure, Microsoft Cloud, Python Automation, Python Frameworks, Terraform, Terraform (Software)

Compensation

Compensation: Base compensation offered for this role is $90,700.00 - $135,000.00 annually and is based on experience and qualifications.

Total compensation for this role is comprised of several factors, including the base compensation outlined above, plus incentive pay (i.e., commission, bonus, etc.) as applicable for the role.

The candidate(s) offered this position will be required to submit to a background investigation.

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.

Allstate generally does not sponsor individuals for employment-based visas for this position.

Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.

For jobs in San Francisco, please click “here” for information regarding the San Francisco Fair Chance Ordinance.

For jobs in Los Angeles, please click “here” for information regarding the Los Angeles Fair Chance Initiative for Hiring Ordinance.

To view the “EEO Know Your Rights” poster click “here”. This poster provides information concerning the laws and procedures for filing complaints of violations of the laws with the Office of Federal Contract Compliance Programs.

To view the FMLA poster, click “here”. This poster summarizing the major provisions of the Family and Medical Leave Act (FMLA) and telling employees how to file a complaint.

It is the Company’s policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee’s ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment.

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Allstateについて

Allstate

Allstate

Public

The Allstate Corporation is an American insurance company, headquartered in Glenview, Illinois since 2022. Founded in 1931 as part of Sears, Roebuck and Co., it was spun off in 1993, but was still partially owned by Sears until it became an independent company completely in June 1995.

10,001+

従業員数

Northbrook

本社所在地

$43B

企業価値

レビュー

10件のレビュー

3.9

10件のレビュー

ワークライフバランス

4.2

報酬

2.8

企業文化

4.1

キャリア

3.2

経営陣

3.4

72%

知人への推奨率

良い点

Supportive management and team

Good work-life balance

Excellent benefits and health plans

改善点

Low or non-competitive compensation

Limited growth opportunities

High workload and long hours

給与レンジ

2,684件のデータ

Mid/L4

Senior/L5

Mid/L4 · Security Operations Engineer

4件のレポート

$205,932

年収総額

基本給

$158,409

ストック

-

ボーナス

-

$173,766

$238,098

面接レビュー

レビュー2件

難易度

3.0

/ 5

期間

14-28週間

体験

ポジティブ 0%

普通 50%

ネガティブ 50%

面接プロセス

1

Application Review

2

HR Screen

3

Hiring Manager Interview

4

Skills Assessment

5

Final Interview

6

Offer

よくある質問

Behavioral/STAR

Past Experience

Culture Fit

Technical Knowledge

Customer Service Scenarios