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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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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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Barnalii Dutta
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                                                     ***********************

 

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Way forward

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Your bucket of undertakings:

  • This position will be responsible to consult with clients and propose architectural solutions to help move & improve infra from on-premise to cloud or help optimize cloud spend from one public cloud to the other
  • Be the first one to experiment on new age cloud offerings, help define the best practise as a thought leader for cloud, automation & Dev-Ops, be a solution visionary and technology expert across multiple channels.
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  • Use your experience in Google cloud platform, AWS or Microsoft Azure to build hybrid-cloud solutions for customers.
  • Provide leadership to project teams, and facilitate the definition of project deliverables around core Cloud based technology and methods.
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  • Define optimal design patterns and solutions for high availability and disaster recovery for applications
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  • Demonstrate leadership ability to back decisions with research and the “why,” and articulate several options, the pros and cons for each, and a recommendation • Maintain overall industry knowledge on latest trends, technology, etc. • • Contribute to DevOps development activities and complex development tasks
  • Act as a Subject Matter Expert on cloud end-to-end architecture, including AWS and future providers, networking, provisioning, and management

Accomplishment Set 

  • Passionate, persuasive, articulate Cloud professional capable of quickly establishing interest and credibility
  • Good business judgment, a comfortable, open communication style, and a willingness and ability to work with customers and teams.
  • Strong service attitude and a commitment to quality. Highly organised and efficient. Confident working with others to inspire a high-quality standard.

Education, Experience, etc.

  • To reiterate: Passion to tech-awesome, insatiable desire to learn the latest of the new-age cloud tech, highly analytical aptitude and a strong ‘desire to deliver’ outlives those fancy degrees!
  • 6 - 10 years of experience with at least 5 - 6 years of hands-on experience in Cloud Computing
  • (AWS/GCP/Azure) and IT operational experience in a global enterprise environment.
  • Good analytical, communication, problem solving, and learning skills.
  • Knowledge on programming against cloud platforms such as AWS and lean development methodologies.
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What you bring:

● Problem-solving skills that enable you to identify the best solutions.
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in an accessible and engaging way.
● Ability to choose the best tools and technologies which best fits the business needs.

Aviso offers:

● Dynamic, diverse, inclusive startup environment driven by transparency and velocity
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● Unlimited leaves with manager approval and a 3 month paid sabbatical after 3 years of service
● CEO moonshots projects with cash awards every quarter
● Upskilling and learning support including via paid conferences, online courses, and certifications
● Every month Rupees 2,500 will be credited to Sudexo meal card
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Shubham Vishwakarma

Full Stack Developer - Averlon
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