Date: 13 Oct 2023 Location: AE Company: Technology Innovation Institute
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. AI and Digital Science Research Centre The Artificial Intelligence Cross-Center Unit is the machine learning powerhouse of TII, working in close collaboration with our other research centers to harness the full benefits of AI across our projects \xe2\x80\x93 and drive innovation from new computing paradigms, designing and delivering new AI methodologies, technologies, solutions, and systems that address challenging issues across multiple sectors of the economy \xe2\x80\x93 from technology to healthcare, cybersecurity, and government, among others. We incorporate core elements of intelligence (perception, sensing, planning, and language) in the ideation, design, and prototyping of next-generation systems with human-like intelligence. We build advanced AI computing and scalable AI-based software stacks and hardware systems to deliver significant enhancements in systems infrastructure. Our AI researchers, scientists, and engineers collaborate to ensure innovative outcomes, from AI theory to AI technologies towards better intelligence.
Familiarity with the paradigm of reinforcement learning from human feedback (RLHF)
Experience with following and reproducing academic publications
Experience with any of the following:
NLP
Computer Vision
Large language model training and finetuning
Development of CUDA drivers for optimized GPU training
HPC
Cloud computing (Amazon Web Services, Azure, \xe2\x80\xa6)
Front-End and/or back-end development
LangChain
Skills Required
3+ Years work experience developing in Python
Strong experience in Deep Learning / ML applications (Pytorch, TensorFlow, \xe2\x80\xa6)
Strong experience with code versioning and containerization
Strong experience in deep reinforcement learning architecture (DQN, PPO, TRPO, actor critic)
Experience with distributed training
You look forward to learning with researchers and engineers with diverse backgrounds and expertis
Master\'s degree and/or PhD in above in a relevant field (e.g., software engineering, computer science)
Knowledge of Arabic is not necessary, but it can be a plus for some projects
Qualifications Required Master\'s degree and/or PhD in above in a relevant field (e.g., software engineering, computer science 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 advanced materials, autonomous robotics, cryptography, digital security, directed energy, quantum computing and secure systems.
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