Senior Software Engineer
Skills
About This Role
Overview
Technology Innovation Institute (TII) is a publicly funded research institute, based in Abu Dhabi, United Arab Emirates.
It is home to a diverse community of leading scientists, engineers, mathematicians, and researchers from across the globe, transforming problems and roadblocks into pioneering research and technology prototypes that help move society ahead.
As part of TII’s Artificial Intelligence Research Center, the Extreme-Scale Language Model team is developing and implementing innovative deep learning technologies with a broad range of applications, from Natural Language Processing to Perception and Vision.
Our team has developed the Falcon models and is now planning to continue our journey into cutting-edge applied research in the topic of large language models.
Responsibilities
- Build products and MVPs on top of the models.
- Fine-tune the models for domain-specific use cases.
- Design evaluation pipelines and benchmarks for fine-tuned models.
- Build and maintain product backends and front-end interfaces to integrate and showcase models capabilities.
- Work with researchers and engineers to move models from lab to product.
- Translate product needs into model capabilities and technical requirements.
- Optimize model performance and user experience.
Requirements
- Strong coding skills in Python and ML frameworks (PyTorch, TensorFlow, JAX, etc).
- Hands-on experience fine-tuning large models.
- Knowledge of LoRA, prompt tuning, RLHF or similar methods.
- Experience with cloud, GPU environment, Docker/Kubernetes, etc.
- Experience with backend development frameworks.
- Experience with frontend frameworks.
- Ability to quickly build prototypes and iterate.
- Good communication and teamwork.
Qualifications
- Master's degree in Computer Science or a related field
- Strong experience in applied AI software development
- At TII, we help society to overcome its biggest hurdles through a rigorous approach to scientific discovery and inquiry, using state-of-the-art facilities and collaboration with leading international
- institutions.
- Our rigorous discovery and inquiry-based approach helps to forge new and disruptive breakthroughs in AI, advanced materials, autonomous robotics, cryptography, digital security, directed energy, quantum computing and secure systems.
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