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Jobs→株式会社HACARUS→[Machine Learning Engineer] Edge AI / Model Optimization Specialist (Kyoto Office)

[Machine Learning Engineer] Edge AI / Model Optimization Specialist (Kyoto Office)English summary from Japanese

株式会社HACARUS

✓ Detailed
Salary
500万円〜1000万円
Location
京都府
Job Type
Full-time
Work Style
9:00~18:00
Apply on GREEN

Role summaryEnglish summary from Japanese

English summary for screening — check the original posting before applying.

As a Machine Learning Engineer, you will understand and modify PyTorch image analysis models for edge devices. This role focuses on optimizing models for inference speed, accuracy, and memory usage on edge hardware.

Must-haves

  • Experience understanding and modifying PyTorch image analysis models for edge devices.
  • Ability to optimize models for inference speed, accuracy, and memory usage.
  • Experience with model conversion, quantization (e.g., INT8), and ONNX export.
  • Proficiency in Python for implementing evaluation scripts.
  • Experience with Git/GitHub for code management and team development.
  • Ability to document and share findings on model conversion, quantization, and evaluation results.

Nice-to-haves

  • Experience identifying and replacing unsupported PyTorch operations for edge devices.
  • Experience building and operating reproducible evaluation environments.
  • Familiarity with MLOps practices for quantitative evaluation and validation reproducibility.
  • Experience with smart factories or IoT.

About the Company

株式会社HACARUS

Categories
MarketplaceAI / MLManufacturing
Headquarters
東京都千代田区紀尾井町3-12 紀尾井町ビル11階
Visit Website
Posted6/12/2026
Updated2026/06/12
Sourcegreen

Tech stack

PyTorchPythonONNXGitGitHubVue.jsNuxt.jsVuetifyFlutterNode.jsFastAPIFlaskStrapiGitLabAWSEC2FargateECSLambdaRDSS3CloudFrontStepFunctionsSageMakerAmplifyAnsibleDockerAdobeFigmaSlackGoogle MeetZoom

Work style

Onsite (Kyoto Office)