Research and Development Specialist

3 weeks ago


Lenexa, Kansas, United States Jumio Full time

Role Overview

The Research and Development Specialist will play a vital role in advancing Jumio's capabilities in computer vision and fraud detection projects. This position will contribute to research and development initiatives, assisting in various tasks related to biometric data collection, algorithm testing, and model validation.

Key Responsibilities

  • Assist in computer vision and fraud detection projects by contributing to algorithm testing, model validation, and biometric data collection.
  • Utilize Python, MATLAB, and deep learning libraries such as PyTorch and TensorFlow for image processing and analysis tasks.
  • Collaborate with the research team to implement benchmarking metrics and perform ROC analysis.
  • Ensure accuracy in data collection, labeling, and algorithmic testing by paying meticulous attention to detail.
  • Communicate effectively with team members through written and verbal channels to provide updates on project progress and findings.

Requirements

  • Enrollment in a graduate program in computer science, computer/electrical engineering, or related fields.
  • Proficiency in Python with working knowledge of image processing and deep learning libraries.
  • Familiarity with MATLAB and its statistics, deep learning, computer vision, and image processing toolboxes.
  • Understanding of machine learning concepts and benchmarking metrics.
  • Attention to detail and ability to adapt and learn quickly in a fast-paced environment.

Preferred Qualifications

  • Familiarity with C++ and its application in software development.
  • Knowledge of different biometric modalities, eKYC, and presentation attacks.
  • Experience in porting MATLAB scripts to Python and potentially C/C++.
  • Understanding of databases, cloud computing, and storage, particularly AWS data and ML pipelines such as SageMaker and S3 buckets.

About Jumio

Jumio is a B2B technology company dedicated to eradicating online identity fraud, money laundering, and other financial crimes to help make the internet safer. We leverage AI, biometrics, machine learning, liveness detection, and automation to create solutions that are trusted by leading brands worldwide and respected by industry thought leaders.



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