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Technical Staff Member - Machine Learning Performance

On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Candidate ProfileOver 8 years of experience in software engineering, specifically focused on machine learning performance. In-depth knowledge of contemporary machine learning architectures with a keen instinct for performance optimization, particularly in distributed training and inference. Proven track record of managing projects from initiation to completion. A problem-solving approach with a readiness to learn new skills as necessary. Proficient in frameworks such as PyTorch.

About the job

About Us

Odyssey is at the forefront of artificial intelligence research, specializing in general-purpose world models that are revolutionizing consumer, enterprise, and intelligence applications. Our innovative models, such as the Odyssey-2 Pro, represent the next significant advancement in AI technology.

Position Overview

We are on the lookout for passionate individuals who are dedicated to maximizing performance from complex systems. Our goal is to develop inference infrastructure capable of scaling to hundreds of thousands of users within a year while handling vast and continuously expanding datasets. Your role will be critical in ensuring our models achieve outstanding speed, reliability, and scalability during both training and inference phases, optimizing efficiency to minimize TFLOPS per user and the costs associated with training compute.

Key Responsibilities

  • Enhance models for real-time use by a user base in the hundreds of thousands.
  • Design and execute distributed training strategies aimed at reducing training time and resource usage across extensive GPU clusters.
  • Collaborate with a high-caliber team of ML researchers and engineers to ensure model architectures are performance-driven from the start.
  • Create advanced tools to pinpoint performance issues and stability challenges in both training and deployment environments.
  • Innovate new approaches, frameworks, and system designs that improve performance metrics throughout our model development and inference infrastructure.
  • Enjoy a considerable degree of autonomy in making technical decisions.
  • Utilize state-of-the-art GPUs in your work.

About Odyssey AI Lab

Odyssey is an innovative AI lab that is leading the charge in developing general-purpose world models. Our cutting-edge technology is set to unlock new possibilities across various sectors by delivering advanced multimodal intelligence solutions.

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