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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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Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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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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Job Summary

Creates, modifies, and maintains software applications individually or as part of a team.  Provides technical leadership on a team, including training and mentoring of other team members.  Provides technology and architecture direction for the team, department, and organization.

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Experience

Education

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Minimum Qualifications

  • Mastered advanced programming concepts, including object oriented programming
  • Mastered technologies and tools utilized by team and project assigned
  • Able to train others on general programming concepts and specific technologies
  • Minimum 8 years’ experience developing software applications

 

 

Skills/Knowledge

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  • .Net Core, C#, Java, SQL, JavaScript, Typescript, Python
  • Additional desired skills:
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    • Test First approach, Test Driven Development (TDD), Automated testing (Protractor, Jasmine), Newman Postman, artillery.io
    • Microservices, Terraform, Jenkins, Jupyter Notebook, Docker, NPM, Yarn, Nuget, NodeJS, Git/Gerrit, LaunchDarkly
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    • Database Design, Optimization, Replication, Partitioning/Sharding, NoSQL, PostgreSQL, MongoDB, DynamoDB, Elastic Search, PySpark, Kafka
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  • Strong problem-solving skills
  • Outstanding communications and interpersonal skills
  • Strong organizational skills and ability to multi-task
  • Ability to track software issues to successful resolution
  • Ability to work in a collaborative fast paced environment
  • Setting up complex AWS data storage hub
  • Well versed in setting up infrastructure security in the interactions between the planned components
  • Experienced in setting up dashboards for analyzing the various operations in the AWS infra setup.
  • Ability to learn new development language quickly and apply that knowledge effectively
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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