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AI Inference Engineer (Edge) (100% Remote - Japan)

TOL

Location
Japan
Tether Operations Limited

Job Description

At Tether, we're committed to making advanced AI technologies more accessible. Thanks to its investment in AI infrastructure, starting from Northern Data, Tether is now in a prime position to tackle ambitious AI projects. Our goal is to build the next generation of AI models, leading innovation in AI, through an accessible, transparent and privacy preserving approach.

The role involves building AI solutions across the spectrum from large-scale models designed for advanced applications to smaller, highly performant models tailored for efficiency on edge devices such as mobile phones and laptops.

Our dynamic team operates entirely remotely, uniting talent from every corner of the globe. Our journey has been marked by rapid growth and efficient operations, firmly establishing us as pioneers within the industry. Join us in building AI models and solutions that not only compete with but exceed the capabilities of current leaders, driving both technological advancement and broad accessibility.

What You'll Do:

  • Work on deploying machine learning models to edge devices using frameworks such as TVM, MLC, and IREE (MLIR).
  • Collaborate closely with researchers to assist in coding, training and transitioning models from research to production environments.
  • Integrate AI features into existing products, enriching them with the latest advancements in machine learning.

Requirements

  • Excellent programming skills in Python, C and C++.
  • Experience with platforms such as TVM, MLC, and IREE (MLIR), which facilitate the deployment of models to specific GPU architectures.
  • Experience in NLP, computer vision, TensorFlow, PyTorch, JAX and CUDA toolkit.
  • Experience with different aspects of Large Language Models (LLMs), such as fine-tuning techniques to tailor models to specific tasks and prompt engineering.
  • Extensive experience in training models using multi-GPU setups.
  • Demonstrated ability to rapidly assimilate new technologies and techniques.
  • A degree in Computer Science, AI, Machine Learning, or a related field, complemented by a solid track record in AI R&D.

Advice from our career coach

As someone who has worked with AI technologies for many years, I can offer insights into what it takes to succeed in a role like the one described. To stand out as an applicant for this position at Tether, focus on showcasing your expertise in deploying machine learning models to edge devices, collaborating closely with researchers, and integrating AI features into existing products. Here are some specific tips:

  • Highlight your programming skills in Python, C, and C++ as these are essential for the role.
  • Emphasize your experience with platforms like TVM, MLC, and IREE (MLIR) for model deployment.
  • Showcase your knowledge in NLP, computer vision, TensorFlow, PyTorch, JAX, and CUDA toolkit to demonstrate your technical capabilities.
  • Demonstrate your experience with Large Language Models (LLMs) and multi-GPU setups to illustrate your expertise in training complex models.
  • Detail your ability to quickly adapt to new technologies and techniques, a critical skill in the fast-paced AI industry.
  • Ensure your educational background aligns with the requirements, with a degree in Computer Science, AI, Machine Learning, or a related field.

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