Fastino Labs

Building the first foundational model for agent personalization.

Research Scientist

Research ScientistResearch ScientistFull TimeRemoteTeam 11-50Company SiteLinkedIn

Location

United States

Posted

18 days ago

Salary

Not specified

Postgraduate DegreeEnglishPy TorchTensorflow

Job Description

• Experiment with novel language model architectures, helping drive and execute Fastino's research roadmap • Optimize Fastino’s multimodal models to improve response quality, instruction adherence, and overall performance metrics • Architect data processing pipelines, implementing filtering, balancing, and captioning systems to ensure training data quality across diverse content categories • Implement reinforcement learning techniques including Direct Preference Optimization and Generalized Reward Preference Optimization to align model outputs with human preferences and quality standards • Build robust and real-world motivated evaluations • Partner with Fastino engineering team to ship model updates directly to customers • Establish best practices for code health and documentation on the team, to facilitate collaboration and reliable development

Job Requirements

  • Advanced degree (Master's or PhD) in Computer Science, Artificial Intelligence, Machine Learning, or related technical discipline with concentrated study in deep learning and computer vision methodologies
  • Demonstrated ability to do independent research in Academic or Industry settings
  • Substantial industry experience in large-scale deep learning model training, with demonstrated expertise in at least one of Large Language Models, Vision-Language Models, Diffusion Models, or comparable generative AI architectures
  • Comprehensive technical proficiency and practical experience with leading deep learning frameworks, including advanced competency in one of PyTorch, JAX, TensorFlow, or equivalent platforms for model development and optimization

Benefits

  • Full-time work
  • Hybrid or Remote

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