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Machine Learning Operations Engineer - Remote

Posted 10 weeks ago
Simbe Robotics logo

Simbe Robotics

DevOps / Sysadmin
Full Time
Worldwide
$90,000 - $150,000/year

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Overview

The Machine Learning Operations Engineer supports our machine learning infrastructure by ensuring seamless model training, optimization, and deployment. This role is perfect for a tech-savvy individual who enjoys managing machine learning systems and hardware configurations rather than focusing solely on programming, although coding experience would be a strong plus. The ideal candidate is a computer enthusiast with a knack for machine learning infrastructure and model optimization with a passion for working in a collaborative, fast-paced environment.

In Short

  • Maintain and manage the software configuration of on-premises machine learning hardware.
  • Set up and maintain cloud-based training environments on Google Cloud Platform.
  • Automate training workflows to enhance efficiency.
  • Develop automated accuracy assessments and generate performance reports.
  • Ensure efficient turnaround times for model training.
  • Organize and manage model weights and documentation.
  • Apply quantization and pruning techniques to models.
  • Design and deploy infrastructure for low-latency inference.

Requirements

  • Proven experience with Linux server maintenance.
  • Proficient in scripting with Bash and Python.
  • Hands-on experience with neural network training and data pipelines.
  • Familiar with data and model parallelism strategies.
  • Knowledgeable in neural network model conversion and optimization.

Benefits

  • Work with cutting-edge AI and robotics technologies.
  • Dynamic and inclusive company culture.
  • Opportunity to reshape the future of retail.
  • Comprehensive benefits package.

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