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Staff Applied Research Engineer, Biometrics

1 month, 4 weeks ago
Spain, United States
Full-time
Senior
AI Engineer
Software Development
Bash Computer Vision OpenCV Python PyTorch SQL TensorFlow
Apply Now
Veriff

Veriff

Veriff is an industry leader in online identity verification, providing AI-powered software to help businesses build trust and transparency online. With a combination of AI technology and human verification teams, Veriff offers fraud prevention, compli...

IT Services
51-250
Founded 2015
$92M raised
View All Jobs 9

Description

  • Build the infrastructure to reproduce and adapt state-of-the-art research into production-ready models on 4–6 week cycles.
  • Develop attack-agnostic biometric defenses using optical flow, specular reflection, and 3D geometry.
  • Implement domain adaptation and generalization techniques to reduce performance variance across devices, demographics, and environmental conditions.
  • Write high-performance, maintainable Python code for scalable, latency-optimized computer vision systems.
  • Decide when to pursue a new model architecture versus improving data curation or procedural attack generation.
  • Bridge theoretical computer vision research with production code that supports identity verification at scale.
  • Investigate failure modes, bias, and model assumptions using an empirical, skeptical approach.
  • Build data pipelines and debug containerized services as needed to support experimentation and deployment.

Requirements

  • 5+ years of experience in Applied Research or Data Science with a track record of moving computer vision models from paper to production.
  • Expert-level experience with PyTorch or TensorFlow, including custom layers, loss functions, and domain-adversarial training loops.
  • Strong background in classical image processing with OpenCV and 3D geometry.
  • Proficiency in Python, Bash, and SQL.
  • Experience building data pipelines and debugging containerized services.
  • Ability to balance inference latency and compute cost as primary production constraints.
  • A skeptical, evidence-driven approach to evaluating SOTA claims and model failure modes.
  • Experience with computer vision frameworks and production ML systems (preferred).

Benefits

  • Flexibility to work from home.
  • Stock options that provide ownership in the company’s success.
  • Extra recharge days on top of annual vacation.
  • Comprehensive relocation support to Estonia or Spain.
  • Extensive medical, dental, and vision insurance.
  • Learning and Development budget plus Health and Sports budget tailored to your needs.
  • Four weeks of fully paid sabbatical leave after your 5th work anniversary.

Interested in this position?

Apply directly on the company website

Apply Now

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