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Computer Vision Engineer

Company: Engtal
Location: West
Posted on: August 2, 2022

Job Description:

Position: Computer Vision EngineerIndustry: Mental HealthcareVisa: US Citizen needed due to government projects
We are on the cusp of revolutionizing Mental Health. Over the past 6 years we have invested millions of dollars in R&D to build our platform allowing us to measure cognitive activity via the eye through mobile phones. Through multiple iterations and use cases we are now focused on building the world's first Objective Mental Health Diagnostics on top of our core technology. Our first diagnostic is for PTSD and is entering clinical trials now, followed soon by additional indications for Anxiety and Depression.
As the world struggles with a mental health crisis, it is not hyperbolic to suggest that an objective diagnostic platform, that gives clinicians a safe and objective accurate approach to identifying and monitoring mental health disease, will redefine how mental health services are provided, and will enable access to treatment for hundreds of millions of sufferers. Our platform has the potential to be the technology that drives this change. This is a great opportunity to shape the future of digital medicine and address unmet medical needs that affect billions of people worldwide.
Computer vision is a fundamental activity here. A computer vision engineer has a mixture of experience with software, deep learning, computer vision algorithm, and knowledge of camera and acquisition technologies. Computer vision engineers are often working on very unique projects, and require a large amount of self-governance and planning. Computer vision engineers are expected to not only contribute to products and projects in the short term but help lay the foundation for future acquisition and signal extractions efforts. A computer vision engineer will use machine learning and computer vision for feature extraction from video/ images for use on predictive time series machine learning models.
Exploration of potential technologies for use in refining our pipeline be it hardware or new computer vision techniques. implement and train either methods from research papers of original ideas. Provide direction to new hardware rigs. curate labels or generate synthetic data for use of improving the ability of our models. Create a visualization to qualitatively assess performance of technique. Provide statistical analysis of methods robustness. Search for blind sights in our machine learning models. Write technological reports for Leadership review.
Responsibilities Include:

  • Explore ways to process non-invasive data from a wide array of camera technology
  • Use alternative methods to improve computer vision such as data simulation
  • Stays up to date on pertinent camera technologies
  • Experience with AWS, GCP, Azure, or equivalent
  • Quantifies all product setups and deeply understands how different acquisitions strategies affect the product
  • Experience working within a research and development environment.
    • Bachelors in engineering or computer science. Experience with ML/AI skills
    • Mastery of python, numby, pytorch, or equivalent deep learning libraries
    • Experience building software in a collaborative environment using version control such as Git, GitHub, Bitbucket, ect
    • Experience with video acquisition technologies

Keywords: Engtal, Waco , Computer Vision Engineer, IT / Software / Systems , West, Texas

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