Senior Liveness Detection Specialist

3 days ago

Melbourne, Victoria, Australia beBeeBiometric Full time $1,440,000 - $1,688,000

Advanced Biometric Authentication Systems

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As a Senior Software Engineer in this role, you will be instrumental in designing and developing cutting-edge biometric authentication systems that can effectively detect and prevent spoofing attacks.

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The ideal candidate for this position should have a solid understanding of machine learning and deep learning techniques, with expertise in selecting and optimizing algorithms for liveness detection. Proficiency in programming languages such as Python, Java, or R is also essential for model development and algorithm implementation.

">Key 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, selecting appropriate algorithms and conducting experiments to enhance accuracy and reliability.
  • Feature Engineering: Identify and extract features from biometric data 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:">
  • 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.
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