Research Engineer (1-year contract), School of Information Systems

Singapore Management University| Date Posted: 8-Nov-2020
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Job Nature:
Contract
Position Level:
Manager
Job Category:
Qualification:
Bachelor's / Honours, Masters / PhD

Job Description

  • Design and implement advanced software composition analysis solutions that scan dependency hierarchies and builds new deep learning architectures to analyse code and document repository dataand flag vulnerabilities.
  • Design and implement advanced directed grammar-based fuzzing solution that generates valid test cases (following predefined grammars) and drives test executions to vulnerable code.
  • Conduct evaluations to validate the effectiveness of the algorithms and tools
  • Write and publish research papers and present them to reputable academic conferences
  • Package the documents, implementation code, evaluate results of the project for public release
  • Liaise with the overseas and industry collaborators of this project to realize the overall goal of the project

Qualifications

  • Minimum Bachelor or Master degree with first or second upper class degree classification (or their equivalent) in Information Systems / Computer Science/ Information Technology / Informatics Engineering / Computer Engineer / Software Engineering
  • Good knowledge about program analysis, data mining and/or machine learning techniques
  • Highly fluent in Python
  • Competent in designing and implementing algorithms and data structures
  • Good oral and written communication skills
  • Able to work both independently and as part of a team
  • Able to work under strict deadlines
  • Prior experience as Research Assistant or Research Engineer is preferred
  • Research capability as evidenced by tangible deliverable i.e publication in an international conference orjournal will be advantageous
Company Overview
Singapore Management University