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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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Anit Rai
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Ashmik Pratik
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Barnalii Dutta
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    • And our sales team comprises 100% of our clients.

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  • Innovative: Innovate or Die. We love to challenge the status quo.
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  • Responsible: Driven. Self motivated. Self governing teams. We own it.

Are you the one? Quick self-discovery test:

  1. Love for cloud: When was the last time your dinner entailed an act on “How would ‘Jerry Seinfeld’ pitch Cloud platform & products to this prospect” and your friend did the ‘Sheldon’ version of the same thing.
  2. Passion for sales: When was the last time you went at a remote gas station while on vacation, and ended up helping the gas station owner saasify his 7 gas stations across other geographies.
  3. Compassion for customers: You listen more than you speak.  When you do speak, people feel the need to listen.
  4. Humor for life: When was the last time you told a concerned CEO, ‘If Elon Musk can attempt to take humanity to Mars, why can’t we take your business to run on cloud ?

Introduction

When was the last time you thought about rebuilding your smart phone charger using solar panels on your backpack OR changed the sequencing of switches in your bedroom (on your own, of course) to make it more meaningful OR pointed out an engineering flaw in the sequencing of traffic signal lights to a fellow passenger, while he gave you a blank look? If the last time this happened was more than 6 months ago, you are a dinosaur for our needs. If it was less than 6 months ago, did you act on it? If yes, then let’s talk.

We are quite keen to meet you if:

  • You eat, dream, sleep and play with Cloud Data Store & engineering your processes on cloud architecture
  • You have an insatiable thirst for exploring improvements, optimizing processes, and motivating people.
  • You like experimenting, taking risks and thinking big.

3 things this position is NOT about:

  1. This is NOT just a job; this is a passionate hobby for the right kind.
  2. This is NOT a boxed position. You will code, clean, test, build and recruit & energize.
  3. This is NOT a position for someone who likes to be told what needs to be done.

3 things this position IS about:

  1. Attention to detail matters.
  2. Roles, titles, ego does not matter; getting things done matters; getting things done quicker & better matters the most.
  3. Are you passionate about learning new domains & architecting solutions that could save a company millions of dollars?

Roles and Responsibilities

This is an entrepreneurial Cloud/DevOps Lead position that evolves to the Director- Cloud engineering .This position requires fanatic iterative improvement ability - architect a solution, code, research, understand customer needs, research more, rebuild and re-architect, you get the drift. We are seeking hard-core-geeks-turned-successful-techies who are interested in seeing their work used by millions of users the world over.


Responsibilities:

  • Consistently strive to acquire new skills on Cloud, DevOps, Big Data, AI and ML technologies
  • Design, deploy and maintain Cloud infrastructure for Clients – Domestic & International
  • Develop tools and automation to make platform operations more efficient, reliable and reproducible
  • Create Container Orchestration (Kubernetes, Docker), strive for full automated solutions, ensure the up-time and security of all cloud platform systems and infrastructure
  • Stay up to date on relevant technologies, plug into user groups, and ensure our client are using the best techniques and tools
  • Providing business, application, and technology consulting in feasibility discussions with technology team members, customers and business partners
  • Take initiatives to lead, drive and solve during challenging scenarios

Requirements:

  • 3 + Years of experience in Cloud Infrastructure and Operations domains
  • Experience with Linux systems, RHEL/CentOS preferred
  • Specialize in one or two cloud deployment platforms: AWS, GCP, Azure
  • Hands on experience with AWS services (EC2, VPC, RDS, DynamoDB, Lambda)
  • Experience with one or more programming languages (Python, JavaScript, Ruby, Java, .Net)
  • Good understanding of Apache Web Server, Nginx, MySQL, MongoDB, Nagios
  • Knowledge on Configuration Management tools such as Ansible, Terraform, Puppet, Chef
  • Experience working with deployment and orchestration technologies (such as Docker, Kubernetes, Mesos)
  • Deep experience in customer facing roles with a proven track record of effective verbal and written communications
  • Dependable and good team player
  • Desire to learn and work with new technologies

Key Success Factors

  • Are you
    • Likely to forget to eat, drink or pee when you are coding?
    • Willing to learn, re-learn, research, break, fix, build, re-build and deliver awesome code to solve real business/consumer needs?
    • An open source enthusiast?
  • Absolutely technology agnostic and believe that business processes define and dictate which technology to use?
  • Ability to think on your feet, and follow-up with multiple stakeholders to get things done
  • Excellent interpersonal communication skills
  • Superior project management and organizational skills
  • Logical thought process; ability to grasp customer requirements rapidly and translate the same into technical as well as layperson terms
  • Ability to anticipate potential problems, determine and implement solutions
  • Energetic, disciplined, with a results-oriented approach
  • Strong ethics and transparency in dealings with clients, vendors, colleagues and partners
  • Attitude of ‘give me 5 sharp freshers and 6 months and I will rebuild the way people communicate over the internet.
  • You are customer-centric, and feel strongly about building scalable, secure, quality software. You thrive and succeed in delivering high quality technology products in a growth environment where priorities shift fast. 
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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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