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PhD Researcher - Secure, Reliable and Efficient Transformer-Based AI Systems
Summary by AIEngineer.careers
PhD Researcher - Secure, Reliable and Efficient Transformer-Based AI Systems is a AI Research Engineer role (full-time). with Tallinn University of Technology. in TALLINN, EE. Imported listing (source: academicpositions.com). Apply on the employer's site (academicpositions.com).
Imported listing (source: academicpositions.com) · Apply on academicpositions.com
TALLINN · EE
—
Full-time
JUNIOR
The sections below reproduce the third-party job description for reference. AIEngineer.careers does not write or control this text.
Imported job description
Sourced from academicpositions.com
This PhD position focuses on the security, reliability, and efficient deployment of AI Transformer systems. The research includes quantization, pruning, sparsity, and developing lightweight protections for secure Transformer inference. The role is based at Tallinn University of Technology in Estonia.
Responsibilities
- Conduct research on secure, reliable, and efficient Transformer-based AI systems
- Develop and evaluate quantization, pruning, and sparsity techniques
- Design lightweight protections for secure Transformer inference
- Publish research findings and contribute to the academic community
Requirements
- Master's degree in Computer Science, Electrical Engineering, or a related field
- Strong background in machine learning and deep learning
- Experience with Transformer models and PyTorch or TensorFlow
- Knowledge of model optimization techniques (quantization, pruning, sparsity)
- Good programming skills in Python
Nice to Have
- Experience with secure inference or adversarial robustness
Tallinn University of Technology
Tallinn · EE · 2050+ employees
Tallinn University of Technology (TalTech) is Estonia’s only technological university and a research university focused on engineering, smart technologies, natural sciences, information technology, business, and maritime studies. It combines degree education, research, innovation, knowledge services, and cooperation with industry and society.
