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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 – 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 – 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.
Job Description
Responsible for fine-tuning large language models to improve their performance on specific tasks and able to innovate
Design and implement fine-tuning algorithms, adjust hyperparameters, and optimize model performance
Preprocess and analyze data during fine-tuning to ensure the quality and applicability of the dataset
Evaluate and analyze fine-tuning results and adjust the model to improve its performance
Collaborate with team members and guide others to ensure the smooth progress of fine-tuning tasks and high-quality results
In-depth understanding of the latest technologies and applications for large language models, and constantly improving fine-tuning skills and knowledge
Remain updated in the rapidly changing field of machine learning
Contribute to technology transfers through the implementation of the research findings into proof of concept (PoC) according to the research needs
Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback
Skills Required
Proven experience as an NLP/ML Engineer or similar role
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
Ability to effectively design software architecture
Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
Knowledge of Python, Java, and R
Ability to write robust and testable code
Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
Strong communication skills
An analytical mind with problem-solving abilities
Qualifications Required
MSC degree in Computer Science, Mathematics, Computational Linguistics or similar field
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.
DETAILS TO REGISTER FOR THIS JOB:
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