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Deep Learning Software Engineer at National Engineering Resources (Minneapolis, MN)

Deep Learning Software Engineer

Our client is developing cutting edge video and radar-based image processing technology utilizing deep learning and AI techniques. They are seeking an experienced Software Engineer to join their team who has a strong background knowledge of deep learning techniques who can train models and deploy them on advanced hardware. This is a direct hire position in St. Paul, MN.


Responsibilities:

    • Conduct advanced research for Computer Vision utilizing Deep Learning and AI
    • Train, augment, evaluate, optimize, and deploy new neural network models.
    • Charting out achievable problem spaces; establishing clear development goals, milestones, and deliverables.
    • Rapidly develop proof-of-concept implementations, prototypes, and demos to vet technologies and techniques
    • Produce algorithms that first meet the performance acceptance criteria, then optimize the algorithm to run as efficiently as possible
    • Perform experiments and evaluations to quantify and validate improvements made to existing systems
    • Investigate new technologies to keep products ahead of the competition
    • Innovate and develop algorithms and solutions to advance object tracking and classification
    • Perform source control, code reviews, and bug tracking
    • Provide technical expertise and vision in key areas of interest: object detection, tracking, and recognition
    • Assume responsibility for the overall planning, execution, delivery and success of algorithm performance

Requirements:

    • Bachelors, Masters, or Ph.D. in Computer Science, Computer Engineering, Physics, Mathematics, or similar field
    • 2+ years of development and prototyping experience using real-time computer vision and graphic systems
    • 1+ years of experience working with and deploying deep learning models
    • Programming skills using Python and C/C++ with a solid understanding of software development principles.
    • Familiarity with at least one of the following deep learning library environments: TensorFlow, Keras, PyTorch, Caffe, Theano, etc.
    • Strong experience in image processing and nice to have background including feature extraction, feature matching, object classification and motion estimation.
    • Strong experience with source control systems (ex. Git, SVN)
    • Able to succeed in an Agile Scrum environment.
    • Should be able to travel nationally and internationally as needed

Desirable Skills:

    • Experience with real-time embedded systems
    • Experience targeting and optimizing computer vision algorithms to run efficiently on real-time hardware including OpenCL, GPUs, FPGAs, ARM Neon, CUDA, Open ACC, or OpenMP
    • Experience with radar signal systems

This is not a position for which sponsorship is available now or in the future. Must be authorized to work in US without VISA sponsorship.