Software Engineer
Role details
Job location
Tech stack
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, A leading TV streaming company is looking for a Software Engineer to contribute to the development of large-scale, low-latency advertising systems. You will design and maintain interconnected data pipelines while collaborating with various stakeholders to enhance product...
Requirements
- Required - Great velocity for building and shipping agents / AI products.
- Optional - 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
- Optional - Demonstrated ability to do independent research in Academic or Industry settings
- Optional - 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
- Optional - 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 & conditions
£85,000
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