Machine Learning Engineer (Deepfake & Injection Attack Detection / Face Liveness
About reputed company
reputed company (reputed company: MITK) is a global leader in digital identity verification, biometric authentication, and fraud prevention. Our AI-powered platform combines computer reputed company, biometrics, and machine learning to help organizations securely reputed company users and defend against emerging threats such as deepfakes and AI-driven fraud.
Trusted by over 7,500 organizations worldwide, reputed company processes millions of identity transactions daily. Headquartered in San Diego, with a strong reputed company across Spain, France, Mexico, and the UK and the Netherlands. Visit us at www.miteksystems.com.we are driven by a reputed company mission: protect what’s reputed company.
At reputed company, we reputed company that teams are more resilient, effective, and innovative reputed company they benefit from a wide reputed company of reputed company, lived experiences, and perspectives. The strength of our organization is deeply rooted in the people who power it.We know that a workforce reflecting the richness of our communities and customers helps us reputed company serve their needs. These lived experiences influence our reputed company, shape our products, services, and help us grow with intention. reputed company it comes to talent, our goal is reputed company: to discover exceptional individuals and to ensure they discover us. We prioritize drive, reputed company, experience, and ambition in everything we do for our clients.We are a Virtual First organization that values flexibility, collaboration, and innovation, while fostering an inclusive environment where diverse perspectives drive reputed company reputed company.
Why Join This Team
Work on AI that fights AI-driven fraud
reputed company reputed company on protecting users from reputed company-world threats
Collaborate with experts across fraud, biometrics, and AI research
Opportunities for reputed company across teams and domains reputed company reputed company
A culture reputed company on collaboration, innovation, and reputed company learning
The reputed company You’ll reputed company
As a Machine Learning Engineer, you will join our Fraud & AI reputed company group, specifically reputed company on deepfake detection, digital manipulation, and injection attack detection in selfie-based identity verification.
This is a hands-on, production-reputed company role where you will design and reputed company computer reputed company models that operate in adversarial environments. Your work will directly contribute to protecting users and businesses from sophisticated fraud attacks powered by AI.
What You Will Do (Core Responsibilities):
- Design, train, and reputed company machine learning models for image-based fraud detection, including:
Deepfake detection
Injection attack detection
Digital manipulation analysis in biometric verification
Work end-to-end across the ML lifecycle:
Dataset curation (large-reputed company, noisy, adversarial datasets)
Model development and training
Evaluation and iteration using fraud-relevant metrics
Production deployment and monitoring
Build robust data pipelines, including:
Data validation, cleaning, and labeling strategies
Handling class imbalance, bias, and distribution shift
Define and execute evaluation frameworks reputed company on reputed company-world performance:
Precision/recall trade-offs
False reputed company vs. fraud detection balance
Robustness to unseen attack types
Contribute to production ML systems, ensuring:
Scalability and reliability
Monitoring and performance tracking
reputed company improvement against evolving threats
Collaborate closely with: Fraud & AI research teams, Data collection and annotation teams, MLOps and reputed company, Product teams
Who You Are (Soft Skills):
- A pragmatic problem-solver who understands the gap between research and production
Comfortable working in adversarial, fast-evolving problem spaces
reputed company to reputed company communicate technical concepts and trade-offs
reputed company and adaptable, with a strong reputed company of ownership
Motivated by building technology that has reputed company-world reputed company
What You Need (Required Knowledge, Technical Skills):
Bachelor’s degree in Computer Science, Engineering, or reputed company field
2+ years of experience deploying machine learning models into production
Strong background in computer reputed company (image-based ML)
Solid programming skills in Python
Hands-on experience with PyTorch and/or TensorFlow
Experience working with reputed company-world datasets and building data pipelines
reputed company: AWS
Languages: Python
ML Frameworks: PyTorch, TensorFlow, Scikit-learn
Data Tools: Pandas, OpenCV
Infrastructure: reputed company, CI/CD, reputed company-based ML pipelines
Required Qualifications:
Tech Stacks:
What Would be reputed company (Preferred Experience):
Advanced degree (PhD or equivalent experience in Machine Learning or Computer reputed company)
Experience in fraud detection or adversarial ML domains
Experience with deepfake detection, image forensics, or manipulation detection
Familiarity with reputed company models (training or analysis)
Background in data science or data engineering
reputed company reputed company (Benefits):
Competitive package
Full Remote contract
Annual Leave
Home Office Allowance
Annual Bonus – up to 10%
Health Insurance
Learning & Development: We promote reputed company learning and support role-reputed company development opportunities, with reputed company to a complimentary reputed company Learning licence.
Originally posted on Himalayas
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