Mô tả công việc
About Project
Our research project involves Anomaly Detection in blockchain data and Machine Learning model development. We will address the following research questions:
1. What approaches can be taken to improve data collection techniques and bolster labelled data for supervised learning in cryptocurrencies?
2. How does the imbalance between normal and anomalous transactions affect the performance of anomaly detection models?
3. What Machine Learning strategies can be employed to mitigate this issue for high-Volume, low-Variety data?
We are seeking a highly skilled and motivated Research Assistant who is a Data & Artificial Intelligence (AI)/Machine Learning (ML) Specialist to contribute to a cutting-edge research project focused on identifying fraudulent transactions in public blockchains. The successful candidate will be responsible for creating a Data Pipeline, and classifying ML solutions to test and enhance anomaly detection in blockchain data.
Reports to: Chief Investigator
Indirectly reports to: Office of Research and Innovation
Key Accountabilities
Conduct desktop research regarding blockchain data pipelining, and AI/ML anomaly detection techniques.
Research, design, integrate and implement appropriate solutions to test anomaly detection.
Analyse, design, develop, implement, and test algorithms and AI-ML models.
Collaborate with the research team to identify innovative approaches for the problem.
Yêu cầu
Key Selection Criteria
Bachelor's or Master's degree in Mathematics, CS, or a related field.
Proven experience and expertise in machine learning classification.
Interest or proficiency in blockchain systems.
Knowledge or ability to learn data pipelining.
Proficient in programming languages such as Python, and tools like TensorFlow, or PyTorch, and GitHub.
Ability to work independently and collaboratively within a research team.
Other Information
Expected duration: March 2025 - October 2025
Highly competitive gross salary
Workload: 20 hours per week
Working location: Ha Noi Campus
Annual leave: 1 day per working month
Accident Insurance 24/7
Free use of onsite sports and fitness facilities
Library on campus and online - access to RMIT Australia online library
English Proficiency
English is the language of teaching and communication at RMIT Vietnam. For this role, the minimum requirement is IELTS General 6.5 (or equivalent Linguaskill 170).
To be eligible for this position you must be a Vietnamese citizen. Applications received from non-Vietnamese candidates will not be considered.
To Apply
Please submit your CV and cover letter addressing your suitability for this position by clicking on the 'Apply' link below
Quyền lợi
Chăm sóc sức khoẻ
Accident Insurance 24/7
Nghỉ phép có lương
Annual leave: 1 day per working month
Khác
Free shuttle bus & Free use of onsite gym
Thông tin khác
NGÀY ĐĂNG
[protected info]
CẤP BẬC
Nhân viên
NGÀNH NGHỀ
Giáo Dục > Nghiên Cứu Học Thuật
KỸ NĂNG
Machine Learning, Blockchain Technology, Python, Data Pipeline, Python (Tensorflow, Pytorch, Or Scikit-Learn)
LĨNH VỰC
Giáo dục/Đào Tạo
NGÔN NGỮ TRÌNH BÀY HỒ SƠ
Tiếng Anh
SỐ NĂM KINH NGHIỆM TỐI THIỂU
Không yêu cầu
QUỐC TỊCH
Không hiển thị
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