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Principal Machine Learning Engineer

Mitek Systems
New York City, United Statesfull_timeVerifiedPosted 1 Apr 2024

About the role

Mitek (NASDAQ: MITK) is a global leader in digital & biometric identity authentication, fraud prevention, and mobile deposit solutions. Our verified identity platform and advanced image capture solutions are built on the latest advancements in biometric recognition, artificial intelligence, computer vision and machine learning, and trusted by over 7,500 organizations worldwide. We are headquartered in San Diego, California, with operations in the United Kingdom, Spain, France, Mexico, and the Netherlands. Visit us at www.miteksystems.com.
At Mitek, we believe that teams are stronger and more innovative when they have the range of opinions and perspectives that come from diversity. Very simply, we know that diversity is a foundational strength for our organization. A diverse workforce makes for stronger teams as a wider breadth of thinking and experience broadens the power of our collective mind. Building stronger teams is foundational to serving our customers comprehensively, innovating our products and solutions, and enabling more impactful decision-making across our business.   
We are Virtual 1st! Whether you choose to work remotely from your home office or in-person from one of Mitek’s offices, our practices, processes and tools are designed to enable your success. At Mitek, the Future of Work is about flexibility and preference wherever and whenever we are working.

What You Will Do (Core Responsibilities):

  • Provide technical guidance to the R&D team, and conduct research and development in computer vision and image processing techniques.
  • Research and develop computer models and algorithms for image analysis, pattern recognition, and other AI-driven computer vision applications.
  • Design and build large-scale datasets for training image analysis, pattern recognition, and other computer vision neural networks.
  • Collaborate with other teams, such as software development, product management, and data engineering, to ensure successful integration of computer vision solutions.
  • Test models by conducting in-house experiments, as well as collaborate with the external teams for outsourced testing and validation.
  • Optimize the selected models for various hardware (including edge devices), and develop cloud and server-based solutions for image analysis, voice recognition and other pattern recognition applications.
  • Develop prototypes for innovative computer vision solutions such as object detection, activity recognition, and scene understanding, and collaborate with cross-functional teams to bring them to the market.
  • Develop and implement research project plans, setting milestones and deadlines to ensure timely completion of R&D activities.
  • Report on R&D progress to senior management, providing updates on project status and key performance indicators.
  • Stay up-to-date with the latest advancements in computer vision, machine learning, and related fields to maintain a competitive edge and drive innovation.
  • Employer offers optional hybrid work from home within commuting distance to the office.

What You Will Need (Required Education, Knowledge, Skills, and Abilities):

  • Education Requirements:
  • PhD degree or equivalent in Computer Science, Artificial Intelligence, Machine Learning, Data Science, Mathematics, Statistics or a related field; coursework or academic research to include image identification or artificial intelligence.
  • 2 years of experience in machine learning, data science, artificial intelligence or a combination of these fields (to include any relevant job titles within these occupations).
  • In lieu of a PhD degree and 2 years of experience, employer will accept a Master’s degree or equivalent in Computer Science, Artificial Intelligence, Machine Learning, Data Science, Mathematics, Statistics or a related field (coursework or academic research to include image identification or artificial intelligence) and 5 years of experience in machine learning, data science, artificial intelligence or a combination of these fields (to include any relevant job titles within these occupations).

  • Work Experience Requirements:
  • Two years of experience utilizing Agile Development methodologies (3 years for the applicants with a Master’s degree); must include 2 years of experience leading Agile teams.
  • Two years of experience in: Python programming, using Tensorflow or Pytorch; and working with Linux, Docker, git and   MongoDB.
  • Two years of experience in designing and training of neural network architectures, including Deep Convolutional Networks.
  • Two yea

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Company

Mitek Systems

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