Technical Consultant - Image Processing & Computer Vision

Resumen del empleo

MathWorks is a global leader in technical computing, system simulation, and embedded code generation tools. We empower engineers and scientists to accelerate their innovation through cutting-edge software solutions. Join our dynamic Consulting Services team and contribute to transformative projects in image processing and computer vision.

We are seeking a highly skilled engineer or scientist with expertise in Image Processing and Computer Vision to join our Consulting Services team. In this pivotal role, you will collaborate with clients to leverage MATLAB for designing and developing sophisticated algorithms and deploying systems that integrate image processing and computer vision technologies. Your contributions will extend to artificial intelligence (AI) initiatives, including deep learning and machine learning projects, as well as implementing AI and computer vision algorithms across diverse platforms such as cloud environments, desktops, and embedded processors/GPU/FPGAs. Our projects span various sectors, including automotive, aerospace, manufacturing, energy, finance, and technical services

Responsabilidades

• Lead and manage technical consulting projects with clients, dedicating over 50% of your time to direct client engagement.
• Develop and refine deep learning and machine learning models within the domains of computer vision, image, and signal processing.
• Deploy models through compilation, code generation, and production server integration.
• Create applications utilizing object-oriented frameworks to meet client needs.

Cualificaciones mínimas

• A bachelor's degree and 6 years of professional work experience (or a master's degree and 3 years of professional work experience, or a PhD degree, or equivalent experience) is required.
• Visa sponsorship will not be provided for this position.
• Candidates for this position must be authorized to work in the United States on a full-time basis for any employer without restriction.

Cualificaciones adicionales

Required Skills

• US Citizenship is required due to the nature of the customer base.
• Strong analytical and problem-solving skills to tackle complex technical challenges.
• Ability to explain technical concepts to non-technical stakeholders and write clear documentation.
• Skills in managing projects, timelines, and resources effectively.
• Hands-on experience with projects in image processing and computer vision, demonstrating the ability to apply theoretical knowledge to practical problems
• Demonstrated expertise in implementing advanced image processing or computer vision algorithms and systems.
• In-depth knowledge of Deep Learning and Machine Learning principles.
• Proficiency in Python, C++, or MATLAB
• Experience with TensorFlow, PyTorch, Keras, and OpenCV for developing and deploying models.
• Knowledge of image processing techniques such as filtering, segmentation, feature extraction, image enhancement, and image registration.
• Familiarity with object detection, image classification, semantic segmentation, anomaly detection, and optical character recognition.
• Expertise in convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs).
• Skills in data preprocessing, augmentation, and handling large datasets efficiently
• Willingness to travel as required by project demands.

Pluses

• Experience in code development for embedded targets.
• Background in software development.