Machine Learning Engineer

HTC Global Services logo

HTC Global Services

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Job Summary


Job Type
-

Seniority

Years of Experience
Information not provided

Tech Stacks
Python PyTorch CI Google Cloud Terraform TDD

Job Description

About The Role

We are seeking a Machine Learning Engineer with minimum 4 to 7 years of overall experience in machine learning with proven experience in deep learning model training and deployment.

Requirements

  • Minimum 2+ years of solid hands-on experience in PyTorch, Hugging face and competent understanding of optimizers, learning rate schedulers etc.
  • Expertise in distributed GPU compute is preferable.
  • At least 4+ years of energetic expertise with Python programming language.
  • Skilled in constantly integrating and deploying developed software; modifying CI/CD pipeline and scripts as necessary to improve continuous integration practices such as Terraform.
  • Experience in Google Cloud Platform.
  • Proficient in constructing deep learning models to understand and derive insights from unstructured data.
  • Expert in developing custom transformer architectures to solve business problems in unstructured space.
  • Understanding business needs and come up with an appropriate solution architecture for the use-case.
  • Seasoned in ensuring deployment of ML models into production by performing closely with data engineers / ML-Ops engineers.
  • Well versed with exploitation of test-driven development and code pairing practices.
  • Cooperate with other product teams on integrations, testing and deployment.

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