Advanced Biometrics Developer

5 days ago

Sydney, New South Wales, Australia Bebeeexpert Full time

Senior Software Engineer Job
About the Business:
We are a leading provider of advanced systems to detect and prevent spoofing attacks during biometric authentication processes.
Job Description:
The Senior Software Engineer will focus on developing advanced systems to detect and prevent spoofing attacks during biometric authentication processes. This role involves utilizing machine learning and deep learning techniques to create models capable of distinguishing between genuine human interactions and fraudulent attempts.
Responsibilities:
Liveness Detection System Design: Develop and design liveness detection systems that utilize AI algorithms to differentiate between real and fake biometric data.
Deep Learning Model Development: Build and optimize deep learning models specifically for liveness detection.
Feature Engineering: Identify and extract features from biometric data that are crucial for detecting spoofing attempts.
Data Collection and Preprocessing: Collaborate with data scientists to collect, clean, and preprocess large datasets required for training liveness detection models.
Algorithm Implementation: Implement machine learning algorithms capable of processing real-time biometric data to detect inconsistencies indicative of spoofing attempts.
System Testing and Validation: Conduct rigorous testing of liveness detection systems to ensure performance in real-world scenarios.
Required Skills and Qualifications:
Machine Learning Expertise: In-depth understanding of machine learning frameworks such as TensorFlow, Keras, or PyTorch.
Programming Skills: Proficiency in programming languages such as Python, Java, or R.
Analytical Skills: Strong problem-solving abilities with a solid grasp of statistics, probability theory, and data analysis techniques.
Collaboration Skills: Ability to work effectively with cross-functional teams to achieve common goals.
Bachelor's degree in Computer Science, Mathematics, or a related field.
Benefits:
Discounted Health plan rate and Optical Assistance
Life assurance and income protection
Option to buy additional Annual Leave days
Employee Assistance Program
Flexible working arrangements
Others:
We are committed to providing a fair and accessible hiring process. If you have a disability or other need that requires accommodation or adjustment, please let us know.
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