Description
The Senior Software Engineer focuses on developing advanced systems to detect and prevent spoofing attacks during biometric authentication processes.
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.
- Monitoring and Maintenance: Deploy liveness detection systems into production environments, ensuring scalability and high performance.
Requirements:
- 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 for model development and algorithm implementation.
- 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.
- Experience in similar roles focusing on anti-spoofing or biometric security systems.
- 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
- Benefits for you and your family
- Access to learning and development resources