MathWorks has a hybrid work model that enables staff members to split their time between office and home. The hybrid model provides the advantage of having both in-person time with colleagues and flexible at-home life optimizations. Learn More: https://www.mathworks.com/company/jobs/resources/applying-and-interviewing.html#onboarding.
Are you a highly skilled engineer or scientist with a passion for Image Processing and Computer Vision? We invite you to become an integral part of our Consulting Services team.
Your Role:
- Collaborative Innovation: Work directly with clients to harness the power of MATLAB in designing and developing cutting-edge algorithms.
- Technology Integration: Deploy systems that seamlessly integrate image processing and computer vision technologies.
- AI Advancement: Contribute to AI initiatives, including deep learning and machine learning projects.
- Versatile Implementation: Implement AI and computer vision algorithms across diverse platforms like cloud environments, desktops, and embedded processors/GPU/FPGAs.
Tools You'll Master:
- AI, Deep Learning, and Statistics and Machine Learning Toolboxes
- Image Processing and Computer Vision Toolboxes
Industry Impact:
Our projects cover a range of sectors, including automotive, aerospace, manufacturing, energy, finance, and technical services. This diversity offers you the chance to apply your technical expertise to a wide audience, making a significant impact across industries.
Be at the forefront of technological innovation. Join us and transform the future with your expertise in Image Processing and Computer Vision.
MathWorks nurtures growth, appreciates diversity, encourages initiative, values teamwork, shares success, and rewards excellence.
Responsibilities
- 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.
Qualifications
- 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.
Required Qualifications
- 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.