Research Assistant

at  Singapore University of Technology and Design

JOB DESCRIPTION:

We are looking for a Research Assistant who will play a key role in implementing MLOPS strategies, designing and deploying machine learning models, and collaborating with domain experts to address cybersecurity challenges in industrial settings.

REQUIREMENTS:

• Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Data Science, or related field.
• Strong programming skills in Python, including experience with data manipulation and machine learning frameworks.
• Familiarity with MLOPS concepts and cybersecurity principles.
• Experience with ICS data or industrial systems is a plus.
• Excellent analytical, problem-solving, and communication skills.

• Collaborate with the research team on MLOPS strategies for ICS data analysis.
• Design and deploy machine learning models for intrusion and anomaly detection.
• Work closely with domain experts to understand ICS protocols and potential threats.
• Collect, preprocess, and analyze data from various ICS sources.
• Develop automated pipelines for data processing and model deployment.
• Conduct experiments and evaluate solution effectiveness.
• Stay updated with developments in machine learning and cybersecurity.
• Desirable: Knowledge in AWS or Azure for potential deployment considerations.