Advanced Biometric Systems Developer

4 days ago

Melbourne, Victoria, Australia beBeeLiveness Full time $150,000 - $180,000

Job Overview

We are seeking a highly skilled Senior Software Engineer to spearhead the development of advanced systems for detecting and preventing spoofing attacks during biometric authentication processes.

The ideal candidate will have in-depth knowledge of machine learning frameworks such as TensorFlow, Keras, or PyTorch, with experience in developing deep learning models being essential. Proficiency in programming languages like Python, Java, or R for model development and algorithm implementation is also required.

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.
  • 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.

Required Skills and Qualifications

  • Bachelor's degree in Computer Science, Mathematics, or a related field.
  • Familiarity with anti-spoofing standards for biometrics such as NIST ISO/IEC 30107 or FIDO.
  • Strong problem-solving abilities and analytical skills.
  • Collaboration skills and experience working with cross-functional teams.

Benefits

We offer a range of benefits including discounted health plan rates, life assurance, and flexible working arrangements. If you are passionate about staying up-to-date with the latest advancements in AI and machine learning technologies, we encourage you to apply for this exciting opportunity.

Additional Information

Our ideal candidate will possess a strong understanding of statistics, probability theory, and data analysis techniques, as well as the ability to work effectively with cross-functional teams to achieve common goals.

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