• Verify FPGA-based modules against system requirements using simulation.
• Responsible for analysis and modeling.
• Perform system modeling of camera systems components, which include imagers, CDS sampling, and digital image processing.
• Perform system modeling of image compression algorithms, including MPEG-2 and MPEG-4 standards.
• Determine empirical methods to validate analytical models.
• Update the model assumptions and/or empirical methods to correlate the results.
• Document the results of the analyses in technical reports.
• Develop image processing algorithms for acquisition based on CCD and CMOS sensors using color filter array, trichroic prism, interlaced and progressive scan.
• Research and develop new image processing techniques, solutions for use in the future and existing KSI products.
• Project Development Teams Support.

Skills: FPGA Verification, System Modeling, Camera Analysis, Image Compression, Model Validation, Technical Reporting, Algorithm Development, Imaging Research

• Lead the innovation, development and implementation of novel signal and image processing algorithms.
• Support intravascular ultrasound imaging and vascular functional measurement technologies.
• Collaborate with cross-functional teams to define user clinical needs.
• Translate those needs into technical specifications and requirements applicable to the signal and imaging pipelines.
• Participate in the research, design, development, and integration of new ultrasound systems and transducers.
• Tune intravascular ultrasound systems for optimum image quality.
• Support new product development projects and sustaining projects.
• Adhere to quality control and regulatory procedures.
• Plan and lead/execute laboratory research.
• Participate in clinical human and animal imaging studies for the assessment and testing of new technologies and products.
• Collaborate with marketing and product management organizations.
• Define new feature requirements to meet specific clinical applications and market needs.
• Provide technical expertise to support other departments.
• Identify opportunities for and drive internal process improvements.
• Provide technical leadership to engineers and/or engineering staff.

Skills: Signal Processing, Image Processing, Clinical Needs Analysis, Technical Specifications, Ultrasound System Design, Image Quality Optimization, Regulatory Compliance, Technical Leadership

• Design and develop medical image processing algorithms and systems.
• Work with imaging scientists to define requirements and identify suitable algorithms and libraries.
• Participate in troubleshooting image processing failures in production pipelines.
• Apply machine learning algorithms to medical imaging problems.
• Responsible for helping automate workflows.
• Maintain quality service and departmental standards by.
• Read, understand and adhere to organizational Standard Operating Procedures (SOPs).
• Responsible for contributing to the team effort.
• Explore new opportunities to add value to the organization and departmental processes.
• Help others to achieve results.
• Maintain technical and industry knowledge by.
• Attend and participate in applicable company-sponsored training.
• Maintain a strong understanding of software development trends and technology.
• Maintain a strong understanding of the regulatory requirements applicable to software development in clinical trials.

Skills: Medical Image Processing, Algorithm Development, Requirements Definition, Image Troubleshooting, Machine Learning, Workflow Automation, SOP Compliance, Regulatory Knowledge

• Provide objective image analysis/image compression/image storage assistance during various design phases.
• Contribute design ideas, constraints, trade-offs, and concerns to the Project Teams.
• Review and understand the following standards, including Image Compression Standards (MPEG-2 and MPEG-4), Image Storage Hardware Performance (DVD, Blu-ray, HD-DVD), Image Storage File Formats (TIFF, BMP), Hospital Information Formats (DICOM, HL-7), and General Engineering.
• Provide support and technical direction for the generation and maintenance testing.
• Send part of his/her time as a member of continuous improvement teams undertaking projects.
• Seek ways to improve the quality of KSI’s products and services.
• Perform with the highest level of quality standards, recognizing that the products are used in the medical industry.
• Address the long-term durability of the design.
• Consider the device's final application and use.

Skills: Image Analysis, Image Compression, Image Storage, Standards Compliance, Technical Support, Continuous Improvement, Quality Assurance, Design Durability

• Develop algorithms for segmentation and classification of objects from various sources (4D range/velocity Lidar originated maps, camera).
• Develop sensor fusion algorithms to align camera-Lidar-GPS captures.
• Develop Geophysical to image coordinates projection algorithms.
• Apply algorithms to support the field test validation team to analyze measurements.
• Automatically extract system key performance indicators such as angular/range resolution and detection probability of the system.
• Deliver SW to automatically analyze field-recorded data.
• Work closely with signal processing engineers.
• Develop and optimize algorithms for SNR enhancement in the DSP pipe.

Skills: Segmentation Algorithms, Classification Algorithms, Sensor Fusion, Geospatial Projection, KPI Extraction, Data Analysis Automation, SNR Optimization, Signal Processing Collaboration

• Design and develop novel machine vision algorithms for object detection and related areas.
• Lead and hands-on at the same time.
• Develop and/or modify tools for visual data analysis and verification.
• Strong hands-on experience with C#/VB.Net/OpenCV/WPF/Workflows/XAML.
• Strong computer vision fundamentals, especially around object detection and color measurement.
• Identify, manage, and mitigate technical risk and project risk through coordination with a cross-disciplinary team in R&D and external providers.
• Participate in the planning and coordination of all prototype builds.
• Mentor the team to ensure the methodical development of systems for commercialization while maintaining a focus on innovation.
• Install, configure, and train solutions at the customer’s facilities.

Skills: Machine Vision, Object Detection, Visual Data Tools, Software Development, Computer Vision, Risk Management, Prototype Coordination, Team Mentoring

• Seek an enthusiastic, passionate Camera/ISP Systems Development Engineer with a strong focus on low-power imaging solutions.
• Design and deliver custom camera systems to be used on drones and portable static cameras.
• Work on smart cameras and reporting to the CTO 
• Responsible for developing low-power camera systems.
• Responsible for specifying everything from the optics and sensors to the onboard processing hardware and interfaces.
• Efficiently integrate the image sensor solutions with AI-enabled processing platforms.
• Research and implement algorithms for image transformations with an eye towards performance and compression.
• Stay abreast of developments in the image processing space, including image formats, computer vision, and new hardware.
• Make recommendations on new image operation features and how they would interact with existing implementations.
• Help architect and maintain cross-platform development and compatibility.

Skills: Camera Systems Design, Low-Power Imaging, Optics and Sensors, Hardware Integration, AI Platform Integration, Image Transformation, Performance Optimization, Cross-Platform Development

• Analyze metric and signature radar data from a wide variety of high-power, high-resolution radar Sensors. 
• Perform data processing and analysis.
• Prepare data deliverables for missions conducted in support of the Missile Defense System (MDS) development.
• Author mission summary reports and evaluate sensor performance.
• Regularly contribute material to sponsor briefings and conference papers.
• Ensure that the data is exploited for maximum impact for the continuing development of the MDS.
• Work on image processing for images acquired from the cameras and sensor and convert them into robotic motion generation.
• Handle a broad range of image processing from low-level processing, such as feature-point tracking, to image recognition, such as object segmentation.
• Work on GPU implementation and embedded programming.

Skills: Radar Data Analysis, Data Processing, Sensor Performance Evaluation, Mission Reporting, Image Processing, Object Segmentation, GPU Programming, Embedded Systems

• Research, design, develop and verify signal and image collection systems.
• Define and develop processing and dissemination computer algorithms.
• Develop requirements analysis, system architecture, and integrate new signal and image capture and processing technology systems.
• Design, develop and analyze systems for the extraction of information from sensors.
• System utilization includes the implementation of signal and image processing with advanced computer architectures.
• Help clients in the areas of Image processing, analyzing, comparing and reporting on images through visual inputs and employing computational algorithmic approaches.
• Create innovative solutions to improve on existing image processing capabilities.
• Work with cross-functional teams.
• Create insights on manufacturing processes and products and integrate capabilities inline.

Skills: Signal & Image Systems, Algorithm Development, Requirements Analysis, Sensor Data Extraction, Advanced Computing, Image Analysis, Process Improvement, Cross-Functional Collaboration

• Apply acoustic wave propagation and signal processing theory to the design and specification of new imaging algorithms and imaging sub-systems.
• Participate in the design, development, and integration of new ultrasound systems and catheters.
• Lead the complete development and implementation of ultrasound imaging capabilities, including development plans, algorithm design, integration strategy, and support SW implementation.
• Tune diagnostic ultrasound systems for optimum image quality on a range of catheters and imaging features.
• Work directly with Marketing and end users to define new feature requirements to meet specific clinical applications and market needs.
• Act as Image Processing Decoder Library SW Engineer.
• Develop and maintain Image Processing Library (SDM, SDS) SDK for Windows 10, IOS and Linux.
• Work with a cross-functional team to address customer-specific requirements on SDKs.
• Provide technical support to a global team of design engineers.

Skills: Acoustic Signal Processing, Ultrasound System Design, Algorithm Development, Image Quality Optimization, Feature Requirements, Image Processing Libraries, SDK Development, Technical Support

• Experience as a software Image Processing developer.
• Strong experience in Image Processing (filtering, segmentation, marching, etc.).
• Experience with Medical Imaging, CT, MRI, PET, etc.
• Relevant experience with Python and standard packages as Scikit-learn, Numpy, Scipy, and Pandas.
• Relevant experience with C# and C++.
• Strong experience with the validation of algorithms.
• Experience in database design and analysis.
• Able to perform and security of Web applications.
• In-depth technical knowledge of Image Processing and Computer Vision.
• Strong fundamental knowledge of mathematics for medical image processing.
• Experience with automatic test and validation platforms.
• Experience with Angular, Argo workflow.
• Strong interpersonal, communication and presentation skills.
• Ability to work in a global team.
• Fluent in written and oral English.

Qualifications: BS in Computer Engineering with 7 years of Experience

• MATLAB with experience in data analysis and tool development.
• Experience MATLAB Signal Processing Techniques (Fourier Transformations, filters, etc.).
• Must have experience with Linux.
• Experience Radar and Statistical Signal Processing Algorithm Development.
• Experience Signal Processing Algorithms and Techniques.
• Able to work well independently and as a team.
• Strong written and verbal skills.
• Experience in sensor data and simulations (RF) analysis of ballistic missiles, Detection and Estimation, Linear Algebra, and Radar Signal Processing Development.

Qualifications: BS in Software Engineering with 2 years of Experience

• Experience Recursive Filter Derivation, Design, Development, Analysis (ex., Kalman Filters), Space-time Adaptive Processing, Spectral Estimation.
• Experience in Statistical Signal Processing, Wiener Filtering, MATLAB, and Linear Algebra.
• Analyze metric and signature radar data from a wide variety of high-power, high-resolution radar Sensors, perform data processing and analysis.
• Able to prepare data deliverables for missions conducted in support of the Missile Defense System (MDS) development.
• Able to author mission summary reports and evaluate sensor performance.
• Able to regularly contribute material to sponsor briefings and conference papers.
• Ensure that the data is exploited for maximum impact for the continuing development of the MDS Req ID 4388.
• Must meet eligibility requirements for access to classified information. U.S. Citizenship.

Qualifications: BS in Computer Science with 3 years of Experience

• Strong technical leadership developing internal engineering capabilities in image processing, segmentation, and co-registration.
• Expertise in MRI or other medical imaging methodology.
• Software skills in Python and/or C++.
• Able to implement the framework in an ITK/MevisLab-like framework.
• Able to familiarize with medical image file formats, prior MATLAB experience.
• Strong communication and prioritization abilities working with cross-functional stakeholders, including executives, scientists, clinicians, and engineers.
• Expertise in Segmentation, Foreign Matter/Anomaly Detection.
• Experience with Machine Learning and Deep Learning.
• Must have business-level English.

Qualifications: BS in Biomedical Engineering with 4 years of Experience

• MSc in computer science, electrical engineering, or a similar field, with specialization in machine learning or image processing.
• Hands-on experience in machine/deep learning algorithms development using Python (PyTorch).
• Hands-on image processing development experience using C++.
• Ability to initiate and lead data-driven projects end-to-end.
• Experience in the deployment of deep learning models.
• Experience working with AWS technologies (Lambda, S3, SageMaker).
• Experience in MLOps.
• Strong research skills and mathematical background.
• Self-learning ability.

Qualifications: BS in Imaging Science with 3 years of Experience

• Understanding of image processing algorithms and software tools.
• Ability to develop software routines in MATLAB, C, or C++.
• Good analytical and problem-solving skills.
• Strong experience with software development processes, including automated build and development environments.
• Proactive and rigorous with strong problem-solving capability.
• Self-motivated individual who can work with little guidance and effectively communicate within a development group.
• Strong software development skills in any programming language.
• Understanding of image processing and computer vision principles.
• Track record of contributing to products or publications.
• Excellent communication skills.

Qualifications: BS in Applied Mathematics with 4 years of Experience

• In-depth understanding of signal integrity as it relates to high-speed board design (20GHz) utilizing Xilinx FPGAs, RGMII, JESD204B and DDR3/DDR4 high-speed interfaces, also including but not limited to SPI, QSPI, JTAG and clocks.
• Ability to execute and distill pre-layout signal integrity simulations into rulesets for layout engineers with stack-up and line width tolerance specifications for fabrication.
• Experience designing modern high-speed digital memory subsystems.
• Experience with Ansys HFSS and PCB layout/oversight.
• Ability to execute and verify post-layout signal integrity simulations for electrical and functional correctness in support of fabrication release signoff.
• Must have a demonstrated track record in the use of the aforementioned technologies and methodologies when designing, testing, integrating, and delivering space-based hardware.
• Unparalleled laboratory-based integration and high-speed test skills.
• Ability to work in an exclusively UNIX-based environment complemented with excellent verbal, written, and interpersonal communication skills.
• Experience in design, schematic capture, simulation and layout of complex circuit boards using a Mentor Graphics DxDesigner/Expedition, HSPICE, ADS, and HFSS.
• Experience Keysight SiPro CAD flow to realize, simulate, analyze, and verify needed functions.
• Must have an active Secret clearance in order to be considered for this position.

Qualifications: BS in Physics with 5 years of Experience

• Knowledge of basic image signal processing algorithms, such as image smoothing, sharpening, etc.
• Strong C programming skills.
• Experience with DSP or NEON vector programming.
• Able to familiarize oneself with the concept of RTOS.
• Experience in embedded real-time programming.
• Able to familiarize with the Camera architecture.
• Able to familiarize oneself with ISP.
• Experience with C++, Python, ROS, OpenCV, PyTorch, TensorFlow.
• Experience with Image Processing and Image Recognition.

Qualifications: BS in Robotics Engineering with 3 years of Experience

• Experience in Algorithm development with a focus on Image processing.
• Ability to work well independently as well as within a team.
• Experience with MATLAB or Python.
• Good communication skills in both English and Swedish.
• Able to analytical and strategic mind with an unstoppable eagerness to learn.
• Able to Image Sensors, Image Quality Metrics, Sensor Fusion, Camera calibration.
• Able to use Computer Vision and Video Analytics, preferably based on Machine Learning.
• Able to support the JASSM Enterprise Software and targeting community.
• Able to plan, design, and develop software solutions required to meet the large-scale modeling objectives set by the program.
• Able to apply AI and optimization techniques.
• Able to develop unique and proprietary solutions to customers’ challenges.

Qualifications: BA in Data Science with 5 years of Experience

• Knowledge of medical device quality system regulations and standards (eg, U.S. FDA Quality System Regulation 21CFR Part 820, ISO13485, ISO9001).
• Experience using computer simulation software (MATLAB, Simulink, MathCAD).
• Experience and knowledge of image compression routines such as MPEG-2 and MPEG-4.
• Experience with and competent knowledge of NTSC/PAL video systems.
• Understanding of colorimetry, image sensing technology, and digital video formats.
• Linear system decomposition and analysis.
• Knowledgeable in image processing techniques.
• Knowledgeable of DSP image processing techniques, including rounding off, sampling theory, interpolation techniques, filtering, etc.
• Experience in image processing design or a related field.
• Able to design and familiar with FPGAs.
• Able to familiarize oneself with Endoscopy.
• Able to visual acuity is sufficient for testing.
• Ability to sit for extended periods (during meetings and computer work).
• Ability to lift video equipment (approx. 20 lbs).
• Ability to connect electrical devices.

Qualifications: BS in Electrical Engineering with 5 years of Experience