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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
Read more
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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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HOW YOU’LL RAMP

In First Week…

By Day 30…

By Day 90…

 

WHO YOU ARE

To be successful in this role, you’ll need to have the following skills:

 

ABOUT TOPPR

Toppr is India’s leading edtech company with a mission to make learning personalized. Our adaptive after- school learning app for classes 5th to 12th is used by over 60 lakh students. We have the widest syllabus support that covers over 20 subjects, 20 boards, and 50 exams. We believe each child is unique with distinct learning needs. We are building Toppr as an adaptive platform to increase engagement, optimize learning and improve outcomes for all students. Toppr was started in 2013 by IIT Bombay alumni Zishaan Hayath and Hemanth Goteti and is backed by venture capital firms like SAIF, Helion, Eight Roads, and Kaizen.

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Shubham Vishwakarma's profile image

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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