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Sr. Machine Learning Engineer

Company: Johnson Service Group, Inc.
Location: Simi Valley
Posted on: August 31, 2020

Job Description:

Our client is seeking a Senior Machine Learning Engineer for a full-time opportunity. This role is part of a highly innovative R&D Group working on computer vision detection, classification, localization, and tracking solutions for defense and commercial applications. Position Responsibilities -- Lead development of computer vision and machine learning algorithms capable of detection, classifying, localizing, and tracking objects-of-interest from a group 1 UAV using the existing gimballed camera payload. -- Write and test software to Lead integration of autonomy algorithms into aircraft (such as autopilots, payloads, or other functional components) or other robotic systems. -- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect -- Implement Machine Learning systems and validate designs through a series of purpose-designed experiments. -- Create objectives and develop models that help to achieve them, along with metrics to track their progress -- Perform design and analysis tasks using industry developed tools. -- Leading Analysis of ML algorithms to solve a given problem and ranking them by their success probability -- Performance when deploying the model in the real world -- Verifying data quality, and/or ensuring it via data cleaning -- Supervising the data acquisition process if more data is needed -- Finding available datasets online that could be used for training -- Understanding the preprocessing feature-based engineering to be done on a given dataset -- Study and transform data science prototypes -- Research and implement appropriate ML algorithms and tools -- Other Matrixed Skills include: -- Proficiency with a deep learning framework such as TensorFlow or Keras -- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas -- Expertise in visualizing and manipulating big datasets -- Proficiency with OpenCV -- Familiarity with Linux -- Ability to select hardware to run an ML model with the required latency -- Computational statistics -- Mathematical optimization -- Data mining -- Exploratory data analysis -- Predictive analytics Special Requirement U.S. Citizenship required Basic Qualifications (Required Skills & Experience) -- BS in Computer Vision and Machine Learning with qualifications in any of the following fields: Mathematics, Optimization, Computer Science/Engineering, Electrical Engineering, Aerospace, or Mechanical Engineering with a minimum of 8 years experience or MS/Ph.D. related degree with 4 years of experience. -- Familiarity with C/C++ and Matlab required. -- Demonstrated ability to troubleshoot complex systems. -- Excellent verbal and written skills. -- Must be a team player and collaborate effectively. -- Familiarity with office software and computer-based productivity tools. -- Must be willing to work on government contracts and the ability to obtain a security clearance. -- Able to excel in a fast-paced, deadline-driven environment.

Keywords: Johnson Service Group, Inc., Simi Valley , Sr. Machine Learning Engineer, Engineering , Simi Valley, California

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