Fastino Labs
Building the first foundational model for agent personalization.
Research Scientist
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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