Unconventionalinc

Unconventionalinc

AI Systems, Training

Palo Alto, CA I US Remote

Sponsorship not specifiedDetected 49 days ago
Node.jsAlgorithmsMachine LearningPyTorchNLPElectrical EngineeringHardware DesignResearchCommunicationCollaboration

About the role

  • You will be a key contributor to our training ecosystem.

Responsibilities

  • The Training Infrastructure: Design and scale multi-node distributed training systems, implementing elastic sharding and robust data streaming pipelines for fast, large-scale iteration. Implement and robust model checkpointing and recovery mechanisms.
  • Optimization & Benchmarking: Develop and optimize kernels using low-level programming models like CUDA andTriton. Design rigorous benchmarking suites to track Model Flops Utilization (MFU), memory bandwidth, and convergence stability.
  • You will co-design and implement training systems alongside novel AI models and hardware platforms that push the boundaries of physics-based compute.
  • Design and scale multi-node distributed training systems, implementing elastic sharding and robust data streaming pipelines for fast, large-scale iteration.

Requirements

  • Demonstrated ability to map state-of-the-art AI model architectures (e.g., transformers, Mixture of Experts, diffusion models) to system performance implication.
  • Deep expertise in how models are partitioned across a cluster, with a mastery of communication primitives, and parallelism strategies.
  • The Mission: Redefine computing for the next 50 years by solving the fundamental energy limitation of AI at a global scale.

Benefits

  • A comprehensive package including best-in-class health benefits, 401k matching, truly unlimited PTO, and complimentary meals in our Palo Alto office.
  • Build and maintain highly optimized, model-specific training stacks specifically tuned for state-of-the-art generative vision, language, and world models.
  • Since 2022, AI has entered the mainstream, reshaping entire industries from education and software development to fundamental consumer behaviors.

Company info

  • At Unconventional, our mission is to solve this.
  • We are rethinking computing from the ground up to build a new foundation for AI that is 1000x more efficient.
  • Your goal is to build the next-generation ML model training platform tailored for a world where compute is no longer constrained by the digital abstraction.
Apply directly at Unconventionalinc →Create a free account for alerts like thisView Unconventionalinc immigration profile

This listing is sourced directly from Unconventionalinc's careers page and normalized into a canonical job model.