Research Engineer - Foundation Models

The Rundown AI, Inc.; Palo Alto (CA); On-site; USD 180,000 - 250,000; Full time

Job summary

Une entreprise innovante dans le domaine de l'IA recherche un ingénieur de recherche pour rejoindre son équipe. Le candidat idéal a une expérience solide dans le développement de modèles AI multimodaux et sera responsable de l'optimisation et de la gestion des performances des systèmes à grande échelle. Un environnement dynamique offre de nombreuses opportunités de croissance et d'innovation.

Benefits

Stock Options

Comprehensive Benefits Plan

Qualifications

• Expérience en ingénierie en Python et Pytorch.
• Forte capacité à développer des modèles ML à partir de zéro.
• Compréhension des modèles multimodaux et des concepts de deep learning.

Responsibilities

• Diriger et contribuer à des recherches sur des modèles multimodaux.
• Développer des algorithmes et techniques pour améliorer la performance des modèles.
• Collaborer avec des équipes transverses.

Skills

Python

Pytorch

Deep Learning

Multimodal Models

Tools

Linux

Distributed Systems

Job description

We are looking for research engineer with extremely strong technical experience in training Generative AI models. You’ll be part of the research team, helping build our core multimodal foundation models and manage training runs across thousands of GPUs.

Responsibilities

• Lead and contribute to cutting-edge research in multimodal foundation models

• Design, develop, and experiment with novel algorithms, architectures, and techniques that enhance the performance, efficiency, and scalability of our AI models.

• Optimize the performance of models for deployment in production environments, focusing on latency, throughput, and computational efficiency without compromising accuracy or robustness.

• Inspect and manage large-scale data clusters to find inefficiencies and bottlenecks in model training, and data loading

• Collaborate with cross-functional teams including data, applied research and infrastructure

Experience

• Very strong demonstrated engineering ability in Python and Pytorch.

• Experience building ML models from scratch in Pytorch.

• Academic or Professional experience with (and understanding of) generative multimodal models such as Diffusion Models and GANs, as well as deep learning concepts such as Transformers.

• Good to have familiarity with Linux clusters, systems & scripting.

• Good to have experience working with large distributed systems (>100 GPUs).

Compensation

• The pay range for this position in California is $180,000 - $250,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan.

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