Job Summary:

• Design, implement, evaluate and test 3D reconstruction algorithms and systems with a focus on dense reconstruction, SFM, multi-view stereo, meshing, photogrammetry, Simultaneous Localization and Mapping and sensor fusion
• Research, develop and prototype advanced hardware and software technologies related to 3D reconstruction, photometric stereo, object detection and point cloud registration
• Develop existing and new human body shape parameterization, segmentation, correspondence, registration, posture estimation and analysis methods and algorithms
• Develop software solutions by studying information needs, conferring with users, studying systems flow, data usage, and work processes
• Investigating problem areas, following the software development lifecycle
• Explore novel ways to utilize and integrate different sensors to solve problems in reconstructing 3D human body models
• Evaluate, analyze and optimize system resources related to image processing, computer vision and machine learning

Skills on Resume:

• 3D Reconstruction (Hard Skills)
• Hardware Prototyping (Hard Skills)
• Body Shape Analysis (Hard Skills)
• Software Development (Hard Skills)
• Problem Resolution (Soft Skills)
• Sensor Integration (Hard Skills)
• System Optimization (Hard Skills)
• Algorithm Research (Hard Skills)

Job Summary:

• Implement well-known image processing algorithms within framework.
• Develop simple computer vision algorithms with soft real time performance.
• Develop and maintain SLAM algorithms.
• Research algorithmic techniques that apply to the field.
• Work with the latest sensors in the field of CV.
• Enhance the scene understanding capabilities of solution (e.g. object classification, detection and tracking).
• Use Machine Learning to detect objects in a scene and applying computer vision techniques to extract 3D models from the scene.
• Perform additional CV work on various Proof of Concepts as we explore new business ideas.
• Architect vision solutions including selection of the appropriate technology and components for an application.
• Develop and provide appropriate training and documentation materials 

Skills on Resume:

• Image Processing (Hard Skills)
• Real-Time CV Algorithms (Hard Skills)
• SLAM Development (Hard Skills)
• Algorithm Research (Hard Skills)
• Sensor Integration (Hard Skills)
• Scene Understanding (Hard Skills)
• Machine Learning (Hard Skills)
• Vision Solution Architecture (Hard Skills)

Job Summary:

• Research and implement computer vision and machine learning models
• Collaborate and contribute with other engineers to facilitate creation of novel systems
• Find the optimal balance between setting and maintaining a research direction, and day-to-day delivery of robust technologies
• Determine implementation and optimization of algorithms
• Make enhancements to existing solutions, including implementing changes to existing code that may
• have been developed by others.
• Explore, experiment and try new solutions without fear of failure, or reservations about sharing unsuccessful trials and learnings.
• Attend in-office meetings as required, attend conference calls with team members, or in-office customer meetings in order to review the project status or the readiness for the application programming for an upcoming installation.
• Conceive proof-of-concept prototypes that establish overall system performance
• Develop and implement readable, maintainable and efficient production-ready code in C / C++

Skills on Resume:

• Vision Research (Hard Skills)
• Machine Learning (Hard Skills)
• Team Collaboration (Soft Skills)
• Algorithm Optimization (Hard Skills)
• Code Enhancement (Hard Skills)
• Experimentation (Soft Skills)
• Project Meetings (Soft Skills)
• C/C++ Development (Hard Skills)

Job Summary:

• Define project requirements and success criteria for computer vision solutions designed to solve high-impact customer problems.
• Collaborate with a team of software engineers to translate R&D prototypes into secure, stable, testable, and maintainable production services.
• Collaborate with other scientists to research, develop, and evaluate innovative scientific solutions
• Develop automated approaches towards monitoring solutions performance and evaluating impact.
• Own, design and develop learning and video processing pipelines (video features detections, video processing for AR integration…)
• Aggregate and analyze complex data sets across multiple sources to improve AR product integration process
• Build and maintain data driven optimization models, experiments, forecasting algorithms, and machine learning models to automate 3D products integration in video
• Plan and execute cutting-edge development to advance the state of the art in machine perception, mapping, reconstruction and localization, as well as 3D scene understanding across optical/inertial/acoustic sensing systems
• Work with the team to help design, setup, and run practical experiments and prototype systems related to large-scale, long-duration sensing and machine reasoning

Skills on Resume:

• Project Requirements (Hard Skills)
• R&D Prototyping (Hard Skills)
• Scientific Collaboration (Soft Skills)
• Performance Monitoring (Hard Skills)
• Video Processing (Hard Skills)
• Data Analysis (Hard Skills)
• Optimization Models (Hard Skills)
• Experiment Design (Hard Skills)

Job Summary:

• Help define the product's architecture, by looking for technical solutions, writing specifications, and systemic design
• Research on existing image processing technology such as OpenCV, and quickly evaluate the technology. 
•  Properly document the result of the research, including developing proper testing software to help collect the testing data.
• Implement the researched algorithm for varies platform such as IOS or Android.
• Provide technical support during all product development interfaces.
• Managing/leading a data collection effort that involves scanning 3D objects, recording videos in different scenarios (e.g. occlusions, changing lighting conditions, cluttered backgrounds, arbitrary perspectives) and annotating the 6DOF poses of objects.
• Supervise, instruct and work together with other individuals that will do most of the 3D scanning and recording work.
• Use an internally developed pose annotation software tool, uploading all the collected data to a server and perform quality assurance throughout the entire project.
• May be required to develop and implement new annotation software involving motion capturing systems, for scenarios that are not fully supported by the existing tools.

Skills on Resume:

• Product Architecture (Hard Skills)
• Image Processing (Hard Skills)
• Research Documentation (Hard Skills)
• Algorithm Implementation (Hard Skills)
• Technical Support (Soft Skills)
• Data Collection (Hard Skills)
• Team Supervision (Soft Skills)
• Quality Assurance (Hard Skills)

Job Summary:

• Architect and build a pipeline to intelligently extract 3D scene data from sequences of panoramic images, using a mix of geometric and deep learning approaches. 
• Drive improvements to the core vision engine that models the 3d environment from 2d images. 
• Set up a human-in-the-loop workflow to acquire training data and evaluate model performance. 
• Research and prototype new approaches, deliver to end users, monitor performance, and iterate or pivot 
• Be a generalist to help out on all aspects of the software when called upon
• Designing, training, and testing state of the art computer vision and deep learning models to recognise and manipulate a diverse set of food items.
• Optimising detection approaches to support manipulation of food products.
• Developing systems to support the collection of training data.
• Collaborate closely with team members on developing systems from prototyping to production level. 

Skills on Resume:

• 3D Extraction (Hard Skills)
• Vision Improvement (Hard Skills)
• Human Workflow (Hard Skills)
• Research Prototyping (Hard Skills)
• Software Support (Soft Skills)
• CV Model (Hard Skills)
• Detection Optimization (Hard Skills)
• Team Collaboration (Soft Skills)

Job Summary:

• Designing, developing, and testing online vision inspection algorithms for railroad and transportation applications.
• Performing software design, coding, integration and testing for the development of real-time and large-scale measurement and analysis systems.
• Modeling system performance and responses.
• Developing detailed technical specifications.
• Providing accurate time estimates for design and development work.
• Creating and maintaining detailed technical documentation for internal and customer use.
• Supporting existing products through system and software changes, improvements, testing and release.
• Conducting field tests and providing customer support/troubleshooting
• Providing leadership and mentorship to more Junior Software Engineers, technicians, and interns within the computer vision group
• Writing maintainable, reusable, production-level code, leveraging test-driven principles to develop a high-quality geometric vision and machine learning modules
• Troubleshooting and resolving software defects and other technical issues
• Reviewing individual developers' code in the team to ensure the highest code quality in Computer Vision components

Skills on Resume:

• Vision Inspection (Hard Skills)
• Software Development (Hard Skills)
• System Modeling (Hard Skills)
• Technical Specifications (Hard Skills)
• Time Estimation (Soft Skills)
• Documentation (Hard Skills)
• Product Support (Hard Skills)
• Leadership (Soft Skills)

Job Summary:

• Design, implement, test, and document robotics and vision algorithms in C/C++ on desktop and embedded platforms.
• Act as team lead with understanding of and experience with any of the following: behavior-based control, navigation, path-planning, obstacle avoidance, SLAM, estimation and control.
• Ultimate troubleshooter with understanding of and experience with any of the following: visual object recognition, structure from motion, 3D reconstruction, ego-motion estimation, feature extraction, deep learning frameworks.
• Understanding of and experience with Amazon AWS cloud infrastructure and services and Internet of Things devices, protocols, and API integration.
• Hands-on design and development experience of software and hardware products.
• Build/assemble/modify electronic assemblies or robots into various configurations for test purposes.
• Develop and implement methods to build high speed and high accuracy 3D sensors
• Test and evaluate current state-of-the-art methods used for structured light sensors and stereo system calibration
• Stay up-to-date with new research and novel findings in the fields of computer vision, robotics and 3D sensing
• Work towards artificial intelligence-based, advanced sensing algorithms
• Partner with other experts in artificial intelligence, robotics, engineering, and computer science

Skills on Resume:

• Algorithm Development (Hard Skills)
• Team Leadership (Soft Skills)
• Troubleshooting (Hard Skills)
• AWS & IoT (Hard Skills)
• Hands-on Design (Hard Skills)
• Electronics Assembly (Hard Skills)
• Sensor Development (Hard Skills)
• Research Collaboration (Soft Skills)

Job Summary:

• Define and execute both the short-term and long-term engineering and R&D plans of perception and CV
• Support current and next-generation product development and frontier research in UBTECH.
• Work with business, product, and R&D teams to define the requirements of the perception and computer vision functionalities of new robot product, within the domains of object segmentation, classification and pose estimation, scene understanding, human tracking, facial expression recognition, etc. 
• Convert the designs into technical development requirements.
• Create critical and innovative software components, which will be essential for autonomous and intelligent robotic systems.
• Support UBTECH’s perception and CV R&D effort and production in different BUs and different domains. 
• Work as an internal expert and consultant for other UBTECH teams.
• Track the state-of-the-art technology and conduct frontier fundamental and applied R&D.
• Actively attend international conferences and forums, present work, publish research articles, and file invention patents.
• Build connections and collaborations with academic institutions and industrial partners.
• Domestic and international travels required for internal meetings, external technical meetings, conferences, and partner discussions.

Skills on Resume:

• R&D Planning (Hard Skills)
• Product Development (Hard Skills)
• Requirements Definition (Hard Skills)
• Software Innovation (Hard Skills)
• Technical Consulting (Soft Skills)
• Technology Tracking (Hard Skills)
• Conference Participation (Soft Skills)
• Collaboration Building (Soft Skills)

Job Summary:

• Retrieval and querying of data from distributed architecture databases.
• Exploratory data analysis on clinical data.
• Integrate highly fragmented data.
• Implement machine learning and deep learning models on images 3D/time-variant data.
• Data visualization and effective results reporting.
• Deriving knowledge and decisions support using data-driven approaches.
• Design and implement computer vision algorithms for Time of Flight systems
• Assist in ToF hardware module design and programming.
• Hands on design and execution of prototypes with handoff to production teams.
• Partner directly with a team of diverse and talented peers across disciplines including Signal and Image Processing, Optics, and Electronic design to deliver technologies that can lead to new products or applications

Skills on Resume:

• Data Retrieval (Hard Skills)
• Data Analysis (Hard Skills)
• Data Integration (Hard Skills)
• Machine Learning (Hard Skills)
• Data Visualization (Hard Skills)
• Decision Support (Soft Skills)
• ToF Algorithms (Hard Skills)
• Prototype Design (Hard Skills)

Job Summary:

• Develop and manage infrastructure for embedded code optimization on high-performance run-time edge devices.
• Code over various software layers on architectures such as DSPs/CPU/GPU/TPU.
• Design and implement the architecture of real-time embedded image processing software solutions.
• Developing efficient image processing blocks for various deep learning models and hardware architectures.
• Implement algorithmic blocks from scratch, including design, implementation, debugging, optimization, and delivery.
• Perform code run time and memory footprint profiling and optimizations on various platforms.
• Work closely with the Deep-Learning research team.
• Develop quality software and web interfaces
• Analyze and maintain existing software applications
• Design highly scalable, testable code, discover and fix programming bugs
• Work with machine vision camera, both hardware and software

Skills on Resume:

• Code Optimization (Hard Skills)
• Multi-layer Coding (Hard Skills)
• Embedded Software (Hard Skills)
• Image Processing (Hard Skills)
• Algorithm Development (Hard Skills)
• Performance Profiling (Hard Skills)
• Deep Learning (Hard Skills)
• Machine Vision (Hard Skills)

Job Summary:

• Develop, refine and test of imaging system (including optics, illumination, and sensing devices) specification, design, prototyping, testing, and deployment
• Develop and/or implement image processing and analysis software/algorithms  
• Development of cyberinfrastructure for image processing and analysis 
• Development and maintenance of image databases 
• Evaluate and advance imaging systems for surface analysis
• Develop, implement, and deploy state-of-the-art machine vision algorithms for real-time analysis of surfaces
• Develop image-based metrics for real-time surface monitoring
• Implement and optimize analytics and machine learning algorithms 
• Develop and improve methodologies for image calibration 
• Propose and implement creative, efficient solutions for machine vision challenges 

Skills on Resume:

• Imaging System Development (Hard Skills)
• Image Processing (Hard Skills)
• Cyberinfrastructure (Hard Skills)
• Database Maintenance (Hard Skills)
• Surface Analysis (Hard Skills)
• Machine Vision (Hard Skills)
• Metrics Development (Hard Skills)
• Algorithm Optimization (Hard Skills)

Job Summary:

• Prototype and test imaging systems
• Integrate imaging systems into final products and assist in field testing
• Deploy and optimize image processing and analysis algorithms to hardware systems and cyberinfrastructure
• Identify vendors and manufacturers to source components and assembly components into completed systems.
• Debugging independently, with and without additional support
• Participate in design reviews
• Create and maintain documentation
• Designing and implementing software micro-services in C/C++/Python 
• Prototyping and implementing solutions for extracting information from imagery 
• Collaborating with cross-functional hardware and software teams to incorporate their innovations and vice versa 
• Evaluating, analyzing and optimizing system resources related to image processing, computer vision and machine learning 

Skills on Resume:

• Imaging Prototyping (Hard Skills)
• System Integration (Hard Skills)
• Algorithm Deployment (Hard Skills)
• Component Sourcing (Hard Skills)
• Debugging (Hard Skills)
• Design Reviews (Soft Skills)
• Documentation (Hard Skills)
• Micro-services Design (Hard Skills)

Job Summary:

• Research around applicable deep learning areas.
• Research / develop cutting-edge deep learning/computer vision technology for solving challenging problems.
• Design and run prototypes, including designing and evaluating new algorithms as well as implementing known algorithms.
• Research new ideas in computer vision, find insights to support business decisions.
• Research and tackle challenging computer vision problems across various application scenarios 
• Design and implement practical solutions using both simulated and real-world datasets
• Collaborate with other research talents as well as top-tier engineers under Agile methodologies
• Have great communication skills and are happy to help the rest of the team when needs come up
• Creating computer vision algorithms and path planning
• Work alongside teammates who share a passion for the industry
• Create object detection algorithms

Skills on Resume:

• Deep Learning Research (Hard Skills)
• Computer Vision (Hard Skills)
• Prototype Design (Hard Skills)
• Business Insight (Soft Skills)
• Problem Solving (Hard Skills)
• Practical Solutions (Hard Skills)
• Agile Collaboration (Soft Skills)
• Object Detection (Hard Skills)