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Applied AI Modeling Engineer

Applied AI Modeling Engineer

LMI TechnologiesBoston, MA
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What will you do as an Applied AI Modeling Engineer?

LMI Applied AI Modeling Engineers solve tough factory inspection applications using state of the art AI models. As an Applied AI Modeling Engineer, you will work directly with customers to develop custom inspection solutions. You are responsible for sensor specification, data collection and wrangling, AI model pipeline design and training, and model runtime performance. You will also be working hand in hand with the software engineering team to advance the Inspection Gadget runtime platform and with the internal AI R&D team to develop new AI models for customer applications.

  • Works with Field Application Engineers to qualify inspection opportunities.
  • Determines all vision sensor specifications for 2D and 3D applications,
  • Designs, trains, and optimizes AI model pipelines for customer applications using state of the art open source models and custom models from AI R&D team.
  • Work with Solutions Team engineers to optimize model runtime performance.
  • Last mile configuration of Gadget App including layout, image annotations, and graphs and Gadget OS including controller and services (sensor, automation, pipeline).
  • Responsible for coordinating customer engagements, pilot deployment and production scaling.
  • Provides input to AI R&D team to help with prioritization.
  • Proactively contributes to and implements continuous improvement initiatives.
  • Adheres to LMI Employee Policy Manual.

What do you need to be successful?

  • BS / MS / PhD with 0-3 years of related professional experience.
  • Fluent : Python, TensorFlow, OpenCV, Numpy, SciKit Learn and other ML.
  • Superb knowledge of AI modeling techniques and trends, especially CNN based model architectures.
  • Familiarity with semantic segmentation / FCN, object detectors, auto-encoder, GAN, etc.
  • Demonstrated experience extracting / applying software from open source repos.
  • Excellent problem solving skills in the face of ambiguity using a clear understanding of facts and implementation of test plans and solution strategies.
  • Solid interpersonal skills to be effective in a team environment.
  • Exceptional verbal and written communication skills with proficiency using Google products as an asset.
  • Exceptional organizational and prioritization skills.
  • Self-motivated, have a positive attitude and a results oriented approach to business.
  • A valid passport and the ability to travel domestically up to 20%.
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