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ML Engineer
MNC
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ML Engineer

at MNC

Agency job
3 - 7 yrs
₹15L - ₹20L / yr
Bengaluru (Bangalore)
Skills
skill iconMachine Learning (ML)
skill iconDeep Learning
Load Testing
Performance Testing
Stress Testing
Test Planning

Primary Responsibilities

  • Understand current state architecture, including pain points.
  • Create and document future state architectural options to address specific issues or initiatives using Machine Learning.
  • Innovate and scale architectural best practices around building and operating ML workloads by collaborating with stakeholders across the organization.
  • Develop CI/CD & ML pipelines that help to achieve end-to-end ML model development lifecycle from data preparation and feature engineering to model deployment and retraining.
  • Provide recommendations around security, cost, performance, reliability, and operational efficiency and implement them
  • Provide thought leadership around the use of industry standard tools and models (including commercially available models and tools) by leveraging experience and current industry trends.
  • Collaborate with the Enterprise Architect, consulting partners and client IT team as warranted to establish and implement strategic initiatives.
  • Make recommendations and assess proposals for optimization.
  • Identify operational issues and recommend and implement strategies to resolve problems.

Must have:

  • 3+ years of experience in developing CI/CD & ML pipelines for end-to-end ML model/workloads development
  • Strong knowledge in ML operations and DevOps workflows and tools such as Git, AWS CodeBuild & CodePipeline, Jenkins, AWS CloudFormation, and others
  • Background in ML algorithm development, AI/ML Platforms, Deep Learning, ML Operations in the cloud environment.
  • Strong programming skillset with high proficiency in Python, R, etc.
  • Strong knowledge of AWS cloud and its technologies such as S3, Redshift, Athena, Glue, SageMaker etc.
  • Working knowledge of databases, data warehouses, data preparation and integration tools, along with big data parallel processing layers such as Apache Spark or Hadoop
  • Knowledge of pure and applied math, ML and DL frameworks, and ML techniques, such as random forest and neural networks
  • Ability to collaborate with Data scientist, Data Engineers, Leaders, and other IT teams
  • Ability to work with multiple projects and work streams at one time. Must be able to deliver results based upon project deadlines.
  • Willing to flex daily work schedule to allow for time-zone differences for global team communications
  • Strong interpersonal and communication skills
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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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“Many of the problems we face have no textbook solution, and so we-happily-invent new ones.”  – Jeff Bezos

 

Amazon.com – a place where builders can build. We hire the world's brightest minds and offer them an environment in which they can invent and innovate to improve the experience for our customers. A Fortune 100 company based in Seattle, Washington, Amazon is the global leader in e-commerce. Amazon offers everything from books and electronics to apparel and diamond jewelry. We operate sites in Australia, Brazil, Canada, China, France, Germany, India, Italy, Japan, Mexico, Netherlands, Spain, United Kingdom and United States, and maintain dozens of fulfillment centers around the world which encompass more than 26 million square feet.

 

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We made our foray into the Indian market with the launch of Junglee.com, enabling retailers in India to advertise their products to millions of Indian shoppers and drive targeted traffic to their stores. In June 2013, we launched http://www.amazon.in">www.amazon.in for shoppers in India. With www.amazon.in, we endeavor to give customers more of what they want – low prices, vast selection, fast and reliable delivery, and a trusted and convenient online shopping experience. In just over a year of launching our India operations, we have expanded our offering to over 18 million products across 36 departments and 100s of categories! Our philosophy of working backwards from the customers is what drives our growth and success.

 

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Amazon India offers opportunities where you can dive right in, work with smart people on challenging problems and make an impact that contributes to the lives of millions. Join us so you can - Work Hard, Have Fun and Make History.

 

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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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