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MLOps Engineer

Barnalii Dutta's profile picture
Posted by Barnalii Dutta
3 - 5 yrs
₹10L - ₹15L / yr
Remote only
Skills
skill iconJenkins
DevOps
skill iconDocker
skill iconKubernetes
skill iconGit
mlops
cicd
azureml

MLOps Engineer

Required Candidate profile :

  • 3+ years’ experience in developing continuous integration and deployment (CI/CD) pipelines (e.g. Jenkins, Github Actions) and bringing ML models to CI/CD pipelines
  • Candidate with strong Azure expertise
  • Exposure of Productionize the models
  • Candidate should have complete knowledge of Azure ecosystem, especially in the area of DE
  • Candidate should have prior experience in Design, build, test, and maintain machine learning infrastructure to empower data scientists to rapidly iterate on model development
  • Develop continuous integration and deployment (CI/CD) pipelines on top of Azure that includes AzureML, MLflow and Azure Devops
  • Proficient knowledge of git, Docker and containers, Kubernetes
  • Familiarity with Terraform
  • E2E production experience with Azure ML, Azure ML Pipelines
  • Experience in Azure ML extension for Azure Devops
  • Worked on Model Drift (Concept Drift, Data Drift preferable on Azure ML.)
  • Candidate will be part of a cross-functional team that builds and delivers production-ready data science projects. You will work with team members and stakeholders to creatively identify, design, and implement solutions that reduce operational burden, increase reliability and resiliency, ensure disaster recovery and business continuity, enable CI/CD, optimize ML and AI services, and maintain it all in infrastructure as code everything-in-version-control manner.
  • Candidate with strong Azure expertise
  • Candidate should have complete knowledge of Azure ecosystem, especially in the area of DE
  • Candidate should have prior experience in Design, build, test, and maintain machine learning infrastructure to empower data scientists to rapidly iterate on model development
  • Develop continuous integration and deployment (CI/CD) pipelines on top of Azure that includes AzureML, MLflow and Azure Devops
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Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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About Cyphertree Technologies Pvt. Ltd.

Founded :
2015
Type :
Products & Services
Size :
0-20
Stage :
Bootstrapped
About
We help Startups, SMEs, Non Technical Entrepreneur to build their technical, management and marketing team. Providing tech and hiring services. Cyphertree is a Woman lead company also focusing on women safety. We believe in reusability, reliability and sustainability. We have successfully delivered and launched Dutch based companies development team in India. Write; [email protected]
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Connect with the team
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Anit Rai
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Ashmik Pratik
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Barnalii Dutta
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Position Overview & Priorities:

The DevOps Engineer will be responsible for effective provisioning, installation/configuration, operation, and maintenance of systems and software using Infrastructure as Code. This can include the provision of cloud instances, streamlining deployments, configuring virtual instances, scaling out DB servers.

Primary responsibility would be:

  • Oversight of all server environments, from Dev through Production.
  • Work on an infrastructure that is 100% on AWS.
  • Work on CI/CD tooling which is used to build and deploy code to our cloud.
  • Assist with day-to-day issue management.
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  • Research, design and implement solutions for fault tolerance, monitoring, performance enhancement, capacity optimization, and configuration management of systems and applications.

Work Location:

We operate on a Hybrid model – you choose where you work from! Remotely or from our offices. Currently, our talent is spread across 14 different cities globally.

Prioritized Experiences and Capabilities:

  • 2-4 years of experience working as a DevOps Engineer/currently practicing DevOps methodology
  • Experience in AWS Infrastructure
  • Hands-on experience with Infrastructure as Code (Cloud Formation / Terraform, Puppet / Chef / Ansible)
  • Strong background in Linux/Unix Administration
  • DevOps automation with CI/CD, a pipeline that enforces proper versioning and branching practices
  • Experience in Docker and Kubernetes.
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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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