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About the Role
Supports the Biometrics Innovation Team by developing AI solutions for biometric recognition, identity verification, image processing, video analytics, and signal processing applications. The role applies machine learning and deep learning technologies across biometric sensing platforms and collaborates with engineering, product, and innovation teams to develop and deploy production-ready capabilities.
Responsibilities
- Designing, developing, training, evaluating, and optimizing AI and deep learning models for biometric applications.
- Developing image processing, video analytics, biometric signal processing, feature extraction, and model evaluation pipelines.
- Defining and developing data collection tools, datasets, annotation workflows, and benchmarking processes.
- Applying data engineering, data quality, and data governance practices throughout the AI lifecycle.
- Supporting the deployment and continuous improvement of biometric AI solutions in production environments.
- Supporting AI innovation initiatives and product development activities.
- Supporting cross-functional collaboration with engineering, product management, and business stakeholders.
- Evaluating and supporting the adoption of emerging AI technologies for biometric applications.
- Improving model development, deployment, and evaluation methodologies.
- Supporting biometric application development across multiple sensing platforms.
Requirements
- PhD in Computer Science, Artificial Intelligence, Machine Learning, Computer Vision, Signal Processing, Electrical Engineering, or a related technical field.
- 0-4 years of industry, research, or postdoctoral experience.
- Experience with Python, PyTorch or TensorFlow, OpenCV, NumPy, Pandas, and Jupyter.
- Knowledge of CNNs, Vision Transformers (ViT), attention networks, hybrid methods, image processing, video analytics, object detection, feature extraction, and image quality assessment.
- Familiarity with face recognition, face matching, presentation attack detection (PAD), liveness detection, identity verification, and biometric recognition systems.
- Exposure to biometric modalities including face, fingerprint, iris, and palm recognition is preferred.
- Exposure to imaging modalities including RGB, NIR, IR, thermal, structured-light, ToF/3D depth, polarization, and multispectral imaging is preferred.
- Knowledge of biometric standards, compliance requirements, and benchmarking methodologies is preferred.
- Experience with MLOps, software engineering, data engineering, and responsible AI governance is preferred.
- Applicants for this position must be currently and legally authorized to reside and work in the hiring country.
- HID Global will not offer immigration sponsorship or assume sponsorship of an employment visa for this position.
- International relocation or remote work arrangements outside of the hiring country will not be considered.
Skills
- AI
- Deep Learning
- Biometric Recognition
- Identity Verification
- Image Processing
- Video Analytics
- Signal Processing
- Machine Learning
- CNNs
- ArcFace
- Siamese Networks
- Vision Transformers
- Python
- PyTorch
- TensorFlow
- OpenCV
- NumPy
- Pandas
- Jupyter
- Attention Networks
- Hybrid Methods
- Object Detection
- Feature Extraction
- Image Quality Assessment
- Face Recognition
- Face Matching
- Presentation Attack Detection (PAD)
- Liveness Detection
- Biometric Recognition Systems
- MLOps
- Software Engineering
- Data Engineering
- Responsible AI Governance
Location
- Austin, TX
- Palm Beach Garden, FL
Work Type
- Onsite
Experience Level
- 0-4 years of industry, research, or postdoctoral experience
Education Level
- PhD in Computer Science, Artificial Intelligence, Machine Learning, Computer Vision, Signal Processing, Electrical Engineering, or a related technical field.
Benefits
- Competitive salary and rewards package
- Competitive benefits and annual leave offering, allowing for work-life balance
- A vibrant, welcoming & inclusive culture
- Extensive career development opportunities and resources to maximize your potential
- To be a part of a global organization that is pioneering the hardware, software and services that allow people to confidently navigate the physical and digital worlds
About the Company
- HID powers the trusted identities of the world’s people, places, and things, allowing people to transact safely, work productively and travel freely.
- We are a high-tech software company headquartered in Austin, TX, with over 4,500 worldwide employees.
- At the Biometric Identity Technologies Business Area, within HID, we aim to create a safer world with biometric solutions that enhance everyday life, ensuring trust and reliability in every interaction.
- As a trusted biometric leader, we seamlessly and ethically protect people, places, and things, where we create a secure and equitable environment where everyone’s data is protected and their privacy respected.
- Driven by years of innovation, we offer a broad range of biometric identity technologies for transactions requiring irrefutable proof of identity, such as customer onboarding, fraud prevention, loss prevention, seamless travel, forensic investigation, background checks, border security, and government benefit issuance.
- We provide peace of mind to a great array of organizations and industries who know that they are getting the highest level of safety and security through trusted identity.
- You’ll have 63,000 colleagues in more than 70 different countries.
- We empower our people to build their career around their aspirations and our ambitions – supporting them with regular feedback, training, and development opportunities.
- Our colleagues think broadly about where they can make the most impact, and we encourage them to grow their role locally, regionally, or even internationally.
- As we welcome new people on board, it’s important to us to have diverse, inclusive teams, and we value different perspectives and experiences.
Equal Opportunity
- HID is committed to building a diverse, equitable, and inclusive workforce that reflects the global communities we serve.
- As an equal opportunity employer, we welcome applications from individuals of all backgrounds, experiences, and perspectives.
- We evaluate applicants without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, disability, age, veteran status, or any other legally protected characteristic.
- Our goal is to create a workplace that empowers everyone to thrive and be their authentic selves, fostering an environment of mutual respect and inclusivity.
- If you have a disability and require assistance or accommodation to participate in the application process or to perform essential job functions, please contact accommodations-ext@hidglobal.com.