Advanced Biometric Systems Developer

2 weeks ago

Sydney, New South Wales, Australia beBeeBiometric Full time $120,000 - $180,000
Biometric Security Specialist

About the Role:

The Senior Software Engineer focuses 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.

Please ensure that your resume is kept concise and relevant.

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.

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.

We Value Your Wellbeing

We offer a range of benefits to support your physical and mental wellbeing, including discounted health plan rates and employee assistance programs.

Join Our Team

We're committed to creating a diverse and inclusive workplace culture where everyone feels valued and supported.

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