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Computer Vision / Machine Learning Engineer

Company: Leidos
Location: Herndon
Posted on: June 24, 2022

Job Description:

DescriptionJob Description:We are seeking a motivated and talented Computer Vision / Machine Learning Engineer / Algorithm Scientist to join our algorithm development team and participate in software development for advanced real-time detection and computer vision algorithms. You will be involved in the development of computer vision, image processing, machine learning, and deep learning algorithms for our real-time airport personnel and baggage scanning products. You will be working on algorithms for multi-view 2-d and 3-d volumetric detection of prohibited concealed on passengers or in their baggage. We have thousands of scanners in daily operation around the world on which your algorithms will be deployed!This position has opportunity for up to 100% telework, but occasional travel may be required.Primary ResponsibilitiesContribute to a team that is developing object detection and image processing system architectures that will be implemented in real-time decision processes in security screening systems fielded across the worldHands on research and development of advanced deep learning, object detection, image processing, and scene segmentation algorithmsImplement production quality real-time C++ software for sophisticated computer vision and machine learning algorithms; primarily for detecting threat objects in 3-d volumetric data.Design and implement new algorithms and improve existing algorithms in C++ and Python class structure using good software engineering techniques with emphasis on reusability and efficiency.Train machine learning classifiers with emphasis on classifier generalizationAssist with the development of new deep learning algorithms to improve the detection performance for challenging threatsAnalyze data, make recommendations, write technical reportsInterface with other software teams to integrate algorithms with external software components.May require occasional travel (5%), domestic or international.Basic QualificationsBS degree in computer science/engineering in a related subject such as data science, computer vision, machine learning or AI and 4+ years experience or Masters degree with 2+ years of experience.Industry and/or research experience developing algorithms in one or more of the following areas: image/radar/video processing, computer vision, machine learning, or deep learningImage processing experience (filtering, segmentation, edge detection, object detection)Machine learning classifier development experience including approaches to use limited data to train and validate generalizable classifiersC++ software development in a product development environmentExperience designing machine learning algorithms, including creating software for data loading, training, and inference for novel machine learning architecturesExperience with product quality software development including profiling and optimizing real-time algorithm runtimeMust have positive, team focused attitude and approach to work tasks.Strong math, analytical and communication skills.Ability to obtain and maintain a US secret security clearance, which requires US Citizenship. We are unable to sponsor visas for this position and require applicants to be either a US citizen or a permanent resident (Green Card holder)Preferred QualificationsPhD in computer science/engineering in a related subject such as computer vision, machine learning or AI2 years' experience developing deep learning computer vision algorithms using CNNs, GANs, Transformers, Single and Two-stage detectorsStrong understanding of supervised, semi-supervised and self-supervised machine learning2 years' experience with PythonFamiliarity with Azure and GitStrong understanding of statistical pattern recognition and classification.Basic knowledge of the electromagnetic spectrum (x-ray/radar) and related technologiesExperience with Windows and Linux development environments including writing Perl and shell scriptsCurrent US secret security clearanceAbout UsOur St. Petersburg Office is a fast-paced and collaborative environment, just steps away from white sand beaches ranked in US and Top 5 worldwide by TripAdvisor! We value and support the well-being and mobility of our employees with competitive benefit packages, flexible work arrangements, complementary e-learning training, work-life flexibility, exciting referral programs, and a diverse, inclusive and ethical work place.Driven by our talented workforce, the Security Enterprise Solutions (SES) Operation is the cornerstone of Leidos' comprehensive suite of fully integrated security detection and automation solutions for aviation, ports and borders, and critical infrastructure customers around the world, with more than 24,000 products deployed across 120 countries. Leidos is positioned to address emerging and evolving threats through rapid development of innovative solutions for our global customers.Check out this link to learn more about Security Enterprise Solutions (SES), formally known as Security Detection & Automation.

Pay Range:Pay Range $74,750.00 - $115,000.00 - $155,250.00The Leidos pay range for this job level is a general guideline only and not a guarantee of compensation or salary. Additional factors considered in extending an offer include (but are not limited to) responsibilities of the job, education, experience, knowledge, skills, and abilities, as well as internal equity, alignment with market data, applicable bargaining agreement (if any), or other law.

Keywords: Leidos, Germantown , Computer Vision / Machine Learning Engineer, IT / Software / Systems , Herndon, Maryland

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