• Design and build deep learning machine vision technology for autonomous UAV
• Create a real-time algorithm for object detection and classification
• Execute data analytic tests for extraction of patterns and their validation through the development process and ongoing real-time monitoring
• Work closely with the engineering team to enhance and add new modules to the algorithm
• Lead and be part of an Agile scrum team, lead functional design reviews, testing and coding of automatic procedures
• Document and support customer activities
• Design and develop innovative solutions to enhance the company products
• Keep up to date with the latest technological advances in Computer Vision and implement this into work
• Design and develop algorithms for real-time processing
• Work with the rest of the Data team to ensure maximum productivity

Skills: Deep Learning Vision, Real-Time Algorithms, Data Analytics, Module Enhancement, Agile Leadership, Customer Support, Innovative Solutions, Computer Vision

• Build algorithms for complex embedded systems for autonomous systems
• Create Computer Science or AI algorithms depending on experience
• Work with path planning, robot planning, autonomous vehicles, mission planning
• Find solutions to challenging problems often in the absence of precise objectives.
• Design, analyze and monitor systems deployed in a cloud computing environment
• Direct and manage the work of one or two juniors on complex tasks
• Recognize when teammates need help and foster a culture of learning and self-improvement
• Communicate technical concepts clearly, with rank solutions based on likelihood to succeed and reliably estimate lead times in projects
• Participate in cutting edge research in computer vision, artificial intelligence and machine learning applications
• Work on and improve existing algorithms, solve challenging optimization problems
• Prototype new algorithms

Skills: Algorithm Development, AI Algorithms, Path Planning, Problem Solving, Cloud Computing, Team Management, Technical Communication, Research and Prototyping

• Writing production code, mainly in C++, but also other languages such as Python and Bash that either implements new or improve current features in the framework.
• Implementing cutting edge Computer Vision algorithms, such as a dynamic ground plane estimator, on various sensor modalities.
• Provides calibration routines for development fleets all over the world. 
• Helping the team to build new calibration rigs in multiple locations.
• Working with real-data from next generation sensors suites for autonomous vehicles.
• Writing clean and efficient code which complies with automotive safety standards.
• Train other co-workers who will be supporting the newly build calibration rigs abroad.
• Working in the Scrum framework and taking an active role in shaping work.

Skills: Production Coding, Computer Vision, Calibration Routines, Rig Development, Real-Data Handling, Clean Code, Team Training, Scrum Framework

• Perform statistical modeling, data extraction, analysis, construct, evaluate, and tune neural networks
• Test and develop creative solutions with ample computational resources and ensure required performance and usability are met
• Collaborate with various departments and fellow team members to design, develop, and implement novel computer vision algorithms to solve relevant manufacturing/logistics problems
• Evaluate accuracy and quality of the designed models as well as data sources
• Stay up to date with the latest models and changes in the technology
• Research and prototype techniques and algorithms for object detection and recognition
• Design and develop production-ready code
• Communicate results and implications to colleagues and business partners
• Coordinate with application development teams to integrate developed models with existing applications
• Positively impact teams by enhancing applications across company
• Lead projects, report metrics, and improve systems
• Develop prototypes fast, and quickly iterate based on feedback

Skills: Statistical Modeling, Neural Networks, Creative Solutions, Computer Vision, Model Evaluation, Algorithm Research, Production Code, Cross-Department Collaboration

• Work with point cloud data-based object detection, classification, tracking
• Develop/refine perception methods and models for detection based on open source code and the latest research literature
• Design and plan data collection, data analysis, and data validation
• Analyze the results and refine the models
• Maintain professional and technical knowledge by attending educational workshops, reviewing professional publications and establishing personal networks.
• Combining technology with the latest advancements in computer vision in areas like detection, tracking, segmentation and video recognition to create state-of-the-art computer vision applications on embedded platforms.
• Using input from customers to expand the reach of the product while contributing to the underlying technology to offer customers the best and most energy-efficient solution.
• Work with an extremely talented and driven team that is researching and implementing both new and known algorithms to enable deep learning models that are radically more efficient.

Skills: Point Cloud Detection, Perception Methods, Data Analysis, Model Refinement, Technical Knowledge, Computer Vision, Customer Collaboration, Team Collaboration

• Previous experience in software development, computer engineering, and team/people skills
• High proficiency in C++
• Some programming experience in C and other languages, including Java, Python, etc.
• Use and proficient computer vision libraries OpenCV, Matlab, and PC
• Experience with building, CMake, and compiling.
• Experience with depth UV mapping, background subtraction, alignment, and calibration
• Knowledge of camera and sensory systems and image data structure models
• Knowledge and experience in web and cloud video streaming and optimization
• Some familiarity with visualization software tools such as OpenGL, VTK, VRPN, etc.
• Cursory experience with web and mobile programming for iOS, Android, HTML5, WebGL, etc.

Qualifications: BS in Computer Science with 4 years of Experience

• Knowledge of object detection and classification using the likes of Yolo.
• Knowledge of ML/DL libraries e.g. Tensorflow, Keras, PyTorch
• Ideally knowledge of Computer Vision libraries such as OpenCV, Scikit-image, etc
• Knowledge of Deep Learning algorithms such as CNN, RNN & GAN
• Impeccable programming skills with Python & ideally C++
• Experience with network architectures
• GPU & CPU optimization, deadline and detail-oriented
• Familiarity with relational databases such as MySQL, Oracle, and SQL Server 
• Strong analytical and critical thinking skills

Qualifications: BS in Electrical Engineering with 2 years of Experience

• Experience working in an analytics organization
• Proficiency in statistics (e.g., hypothesis testing, statistical inference, regressions, ML systems)
• Experience in Data Science pipeline developments in the video treatment field
• Experience in defining problems and identifying new opportunities in a complex area
• Experience working independently and as a member of a cross-functional team to share and learn
• Proficiency in computer vision algorithms in general
• Previous experience at a video or at gaming company
• Proven experience in the AR field and 3D engine experience
• Write clean, reusable, and optimized code
• Able to thrive in a dynamic environment where goals and requirements may be changing
• Experience with cloud computing services

Qualifications: BS in Computer Engineering with 3 years of Experience

• Programming experience in C++, Python, or related languages
• Hands-on experience using machine learning algorithms for classification and regression using modern ML frameworks such as TensorFlow Lite, PyTorch Mobile, etc.
• Strong problem-solving abilities.
• Demonstrated ability to create production-quality solutions
• Experience with real-time inference on mobile devices
• Experience with state-of-the-art human shape or pose estimation.
• Experience developing and implementing deep learning algorithms, particularly with respect to computer vision algorithms.
• Experience with 3D Computer Vision

Qualifications: BS in Mathematics with 5 years of Experience

• Hands-on experience in image processing, object detection/tracking and pattern recognition, optical flow, pose estimation
• Extensive experience in OpenCV and/or other computer vision libraries
• Experience with image vision/camera, C++, Perl, Python programming
• Programming in Windows/Linux systems and embedded systems
• Deep Learning/Machine Learning experience 
• Developing computer vision systems
• Neural Networks with Deep Learning capabilities
• Ability to develop and deploy software to end-users outside of research work
• Experience doing Computer Vision tasks like instance segmentation, image registration and depth estimation an excellent understanding of the fundamentals of computer vision and software development

Qualifications: BS in Physics with 6 years of Experience