DevOps/MLOps Engineer

DevOps/MLOps Engineer
RYTE Corporation, Kazakhstan

Experience
1 Year
Salary
0 - 0
Job Type
Job Shift
Job Category
Traveling
No
Career Level
Telecommute
No
Qualification
Bachelor's Degree
Total Vacancies
1 Job
Posted on
Nov 2, 2022
Last Date
Dec 2, 2022
Location(s)

Job Description

About Us:

We're a team of physicians, healthcare executives, data scientists and Tech experts committed to empowering anyone, anywhere with the insights they need to make well-informed, healthcare decisions. Through the combined power of AI and big data, we have created the first all-in-one solution that provides our users with everything they need to know about medical professionals and facilities. RYTE transforms the comprehensive data we collect on millions of healthcare providers and medical experts worldwide into knowledge that helps individuals and organizations navigate healthcare systems. Headquartered in Toronto (Canada) and having operations in Canada, France, Kazakhstan, and Philippines, you will join a truly international, multi-cultural, and dynamic workforce driven toward building something unique and that affects Life and Healthcare on a global scale. For more information about Us, please connect with us at www.ryte.ai.

We are looking for a ML Engineer who is passionate about technologies and automation, ready to roll up your sleeves to tackle complex technological challenges. Your role is to build and support cloud based MLOps that enables data scientists and IT teams to collaborate and increase the pace of model development and deployment via automation and monitoring at all steps of ML system construction, including integration, testing, releasing, deployment, infrastructure management and governance of machine learning models to deliver a unique Health Application Solution. This is a full-time position, working at the Astana office in Kazakhstan. No remote work for this position. You will be working full time for the Ryte team under the supervision of the Ryte team lead.


Position Summary

This is a hands-on IT infrastructure position in a dynamic and fast-paced environment. With your technical expertise you will participate in the architecture design and technical implementation of the MLOps framework across multiple projects as well as the larger DevOps strategy of the organization, that aligns with SaaS driven as well as big data analytics powered and artificial intelligence-based business strategy. You will design, develop, test, deploy, maintain, and enhance continuous integration (CI), continuous delivery (CD), and continuous training (CT) pipelines for machine learning (ML) systems.

  • Job Titled: DevOps/MLOps Engineer
  • Job Type: Full-time position
  • Language: English, Russian
  • Schedule: 8-hour, Monday to Friday
  • Work Location: Astana office in Kazakhstan


Primary Responsibilities:

  • Build MLOps framework and pipelines including integration, testing, releasing, deployment, infrastructure management and governance of machine learning models.
  • Conduct and build operational systems as well as tests to ensure security, performance, and availability of ML models
  • Responsible for continuous integration (CI), continuous delivery (CD), and continuous training (CT) pipelines management.
  • Design and develop reusable components and operational strategies on Azure Cloud to support scalability, high availability, performance, monitoring, and observability.
  • Integrate the MLOps framework into the larger DevOps strategy of the organization, bridging the gap between traditional CI/CD and modern ML.
  • Identify, prototype, and generate new methods of business problem resolution through continuous evaluation of new technologies, design patterns and development models
  • Work as MLOps subject matter expert (e.g., develop and maintain enterprise standards, user guides, release notes, FAQs)
  • Build processes supporting seamless MLOps (e.g., app monitoring, troubleshooting, life cycle management and customer support)
  • Walk stakeholders and solution partners through solutions and reviewing product change and development needs.
  • Maintain effective relationships with app userbase to develop education and communication content as per life cycle events
  • Researching and gain expertise on emerging tools and technologies. An enthusiasm to ask questions and try and learn new things is essential.

Requirements

Job Experience Requirements:

  • 3+ years of Microsoft-based architecture and infrastructure production level experience in architecture design, system installations, administration, migration and/or infrastructure support of business systems
  • 3+ years of experience in operation of production systems, including troubleshooting, testing, and automation.
  • 3+ years of experience in Linux/Unix environments
  • Experience in the DevOps (Infra) area of IaaS, PaaS, and SaaS services
  • Configuring, building, and deploying applications into cloud (Azure DevOps Pipelines, GitHub Actions, Terraform)
  • Building, deploying and maintaining container images (Docker, Kubernetes)
  • Experience

Job Specification

Job Rewards and Benefits

RYTE Corporation

Information Technology and Services - Nur-Sultan, Aqmola oblisi, Kazakhstan
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