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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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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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Akshita Bhat

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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.

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  • You like experimenting, taking risks and thinking big.

3 things this position is NOT about:

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3 things this position IS about:

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  2. Roles, titles, ego does not matter; getting things done matters; getting things done quicker & better matters the most.
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Responsibilities:

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  • Design, deploy and maintain Cloud infrastructure for Clients – Domestic & International
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  • Stay up to date on relevant technologies, plug into user groups, and ensure our client are using the best techniques and tools
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  • Take initiatives to lead, drive and solve during challenging scenarios

Requirements:

  • 3 + Years of experience in Cloud Infrastructure and Operations domains
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  • Specialize in one or two cloud deployment platforms: AWS, GCP, Azure
  • Hands on experience with AWS services (EC2, VPC, RDS, DynamoDB, Lambda)
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  • Good understanding of Apache Web Server, Nginx, MySQL, MongoDB, Nagios
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  • 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
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    • 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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If you do not have the relevant experience, please do not apply.

  • Any cloud provider (AWS, GCP, Azure, OpenStack)
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  • Scripting languages (PHP, Python, Shell, Bash, etc.?
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  • Troubleshoot and debug infrastructure Network and operating system issues.

 

 

 

 

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Searce Inc
at Searce Inc
64 recruiters
Ishita Awasthi
Posted by Ishita Awasthi
Hyderabad
4 - 6 yrs
₹10L - ₹20L / yr
Google Cloud Platform (GCP)
skill iconAmazon Web Services (AWS)
Microsoft Windows Azure
DevOps
skill iconDocker

 

Who we are?

Searce is  a niche’ Cloud Consulting business with futuristic tech DNA. We do new-age tech to realise the “Next” in the “Now” for our Clients. We specialise in Cloud Data Engineering, AI/Machine Learning and Advanced Cloud infra tech such as Anthos and Kubernetes. We are one of the top & the fastest growing partners for Google Cloud and AWS globally with over 2,500 clients successfully moved to cloud.

What we believe?

  • Best practices are overrated
      • Implementing best practices can only make one n ‘average’ .
  • Honesty and Transparency
      • We believe in naked truth. We do what we tell and tell what we do.
  • Client Partnership
    • Client - Vendor relationship: No. We partner with clients instead. 
    • And our sales team comprises 100% of our clients.

How we work?

It’s all about being Happier first. And rest follows. Searce work culture is defined by HAPPIER.

  • Humble: Happy people don’t carry ego around. We listen to understand; not to respond.
  • Adaptable: We are comfortable with uncertainty. And we accept changes well. As that’s what life's about.
  • Positive: We are super positive about work & life in general. We love to forget and forgive. We don’t hold grudges. We don’t have time or adequate space for it.
  • Passionate: We are as passionate about the great street-food vendor across the street as about Tesla’s new model and so on. Passion is what drives us to work and makes us deliver the quality we deliver.

  • Innovative: Innovate or Die. We love to challenge the status quo.
  • Experimental: We encourage curiosity & making mistakes.
  • Responsible: Driven. Self motivated. Self governing teams. We own it.

Are you the one? Quick self-discovery test:

  • 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.
  • 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.
  • Compassion for customers: You listen more than you speak.  When you do speak, people feel the need to listen.
  • 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 ?

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.
  • Continually augment skills and learn new tech as the technology and client needs evolve
  • Demonstrate knowledge of cloud architecture and implementation features (OS, multi-tenancy, virtualization, orchestration, elastic scalability)
  • 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.
  • Define tracking mechanisms and ensure IT standards and methodology are met; deliver quality results.
  • Define optimal design patterns and solutions for high availability and disaster recovery for applications
  • Participate in technical reviews of requirements, designs, code and other artifacts Identify and keep abreast of new technical concepts in AWS
  • Security, Risk and Compliance - Advise customers on best practices around access management, network setup, regulatory compliance and related areas
  • Develop solutions architecture and evaluate architectural alternatives for private, public and hybrid cloud models, including IaaS, PaaS, and other cloud services
  • 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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