Assistant Research Scientist (PREP0005091)

Johns Hopkins, founded in 1876, is America's first researchuniversity and home to nine world-class academic divisions workingtogether as one university. Johns Hopkins University: Whiting School of Engineering: Office ofResearch and Translation Salary : $50,000-$100,000 a year PREP Research Associate This position is part of the National Institute of Standards and Technology (NIST) Professional Research Experience Program (PREP). NIST recognizes that its research staff may want to collaboratewith researchers at academic institutions on specific projects ofmutual interest and, therefore, requires those institutions to be recipients of a PREP award. The PREP program involves staff from a wide range of backgrounds conducting scientific research across various fields. Individuals in this position will perform technical work supporting the collaboration's scientific research. Research Title: Machine Vision Engineer for PCBInspection The work will entail: NIST is investigating the performanceof commercial and custom AI systems (hardware and software) forprinted circuit board (PCB) inspection and manufacturing defectdetection. The work will focus on conducting experiments, acquiringand analyzing data to understand these systems' performance, andgenerating data to train AI systems. U.S. Citizen Preferred Key responsibilities will include but are not limited to: Develop AI/ML based image processing pipelines usingPython/Pytorch and other relevant software modules in collaborationwith other NIST researchers. Develop test rigs to acquire 2D and 3D images of PCBs anddefective parts. Research the effects of various physical properties of an objectand sensor settings on the AI metrics. Write reports and develop weekly presentations to discuss theprogress of the project. Perform a literature review and market research of relevantalgorithms, hardware and software. Qualifications Education: Engineering majors with a Ph.D or master’s degree (Ex: ComputerScience, Computer Engineering, Robotics, Electrical Engineering,and/or Mechanical Engineering) PCB design and hardware: Experience with PCB layout and design software such as KiCad,DipTrace Experience with developing and inspecting PCBs AI/ML and computer vision: Experience using Python, PyTorch, and Tensorflow for developingAI/ML pipelines. Experience with OpenCV, MVTec HALCON, or Matlab Computer VisionToolbox. Basic understanding of imaging sensors such as RGB and RGB-Dcameras Experience with computer vision algorithms to perform objectdetection, data augmentation, and 2D/3D pose estimation Point cloud data processing, 2D and 3D imaging Experience with physics engines such as Unity, Unreal Engine andMuJoCo. Experience developing on both Windows and Linux platforms. Experience with CAD software such as SolidWorks and OnShape Background Checks After receiving a conditional offer, the successful candidate(s) for this position will be subject to a pre-employment backgroundcheck including education verification. When deciding whether a candidate’s conviction history is job-disqualifying, the Universityconsiders the nature and gravity of the offense, the time that haspassed since the conviction, and the nature of the job beingsought. Privacy Act Statement Purpose: The National Institute for Standards and Technology(NIST) hosts the Professional Research Experience Program (PREP) which isdesigned to provide valuable laboratory experience and financialassistance to undergraduates, post-bachelor’s degree holders,graduate students, master’s degree holders, postdocs, andfaculty. PREP is a 5-year cooperative agreement between NIST laboratoriesand participating PREP Universities to establish a collaborativeresearch relationship between NIST and U.S. institutions of highereducation in the following disciplines including (but may not belimited to) biochemistry, biological sciences, chemistry, computerscience, engineering, electronics, materials science, mathematics,nanoscale science, neutron science, physical science, physics, andstatistics. This collection of information is needed to facilitatethe administrative functions of the PREP Program. Routine Uses: NIST will use the information collected toperform the requisite reviews of the applications to determineeligibility, and to meet programmatic requirements. Disclosure ofthis information is also subject to all the published routine usesas identified in the Privacy Act System of Records Notices: NIST-1:NIST Associates. Disclosure: Furnishing this information is voluntary. Whenyou submit the form, you are indicating your voluntary consent forNIST to use of the information you submit for the purpose stated.By applying to a CHIPS-funded PREP opportunity, you alsoacknowledge that participation in the project requires signing aNon-Disclosure Agreement (NDA) prior to beginning any work. Equal Employment Opportunity Statement Salary Range The referenced salary range represents the minimum and maximumsalaries for this position and is based on Johns HopkinsUniversity's good faith belief at the time of posting. Not allcandidates will be eligible for the upper end of the salary range.The actual compensation offered to the selected candidate may varyand will ultimately depend on multiple factors, which may includethe successful candidate's geographic location, skills, workexperience, internal equity, market conditions, education/trainingand other factors, as reasonably determined by theUniversity. 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