The role involves partnering with malware analysts to define evaluation methodologies, design ML approaches for threat classification, and build scalable data pipelines.
Huawei Canada has an immediate permanent opening for a Researcher.
About the team:
The AnShi Lab focuses on developing next-generation gateway software architecture by prioritizing file security and software innovation. The focus is on conducting mid- and long-term research to create high-value patents and guide datacom gateway development. The goal is to establish industry benchmarks through cloud-based, intelligent software engineering. By leveraging local resources and fostering talent, we aim to build a high-performance technical expert team, improving both organizational vitality and personnel capabilities.
About the job:
Partner with malware analysts and security stakeholders to define problem scope, labeling strategy, and evaluation methodology.
Conduct industry/academic research and produce concise surveys and technical reports.
Design and implement LLM/GNN/ML approaches for malware/threat classification (e.g., family/behavior classification, malicious vs. benign).
Build scalable data pipelines for ingestion, preprocessing, deduplication, and dataset management.
Drive experimentation end-to-end: model training, calibration, benchmarking, error analysis, and iteration.
Contribute to patents/publications; (Optional) travel/conferences.
The total target annual compensation for this position ranges from $106,000 to $156,000 depending on education, experience and demonstrated expertise.
About the ideal candidate:
Ph.D or Masters degree in Computer Science, Electrical & Computer Engineering, Mathematics, or a closely related field, with a focus on systems, high-performance computing, or databases, or equivalent research experience.
Very strong foundation in LLM/AI/ML with solid mathematical understanding (Transformers, representation learning, optimization, evaluation).
Strong programming and engineering skills (Python; deep learning frameworks such as PyTorch/JAX; reproducible experimentation).
Excellent teamwork and cross-cultural communication; fluent English (written and spoken).
Malware analysis / reverse engineering experience; cybersecurity analysis background.
Big data processing experience (Spark/Ray, distributed ETL).
Knowledge of compilers (e.g., LLVM), operating systems, and low-level programming (C/C++ / embedded C).
Huawei Technologies Canada specializes in developing advanced data analytics platforms and innovative programming technologies. Targeted at enhancing public capacity and driving AI/ML advancements, Huawei Canada focuses on creating next-generation operating systems and optimizing performance across embedded systems.
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