Machine Learning Architect for Computer Vision and perception
North Reading, MA
$175k - $225k
We are an industry-leading company at the forefront of developing cutting-edge autonomous vehicle technologies for industrial robotics applications. Our mission is to enhance operational efficiency, safety, and productivity by seamlessly integrating AI-powered solutions into industrial workflows.
We are seeking a seasoned Machine Learning Architect with a specialization in computer vision and perception to join our advanced technology team. The ideal candidate will have significant experience in model building and the productionization of machine learning models, with a heavier emphasis on model building.
- Develop and implement advanced computer vision models for perception tasks like object detection, segmentation, and tracking in the context of autonomous robotics.
- Collaborate with cross-functional teams to translate complex real-world requirements into robust, scalable machine learning solutions.
- Leverage large-scale datasets to train and validate models while working on improving their performance.
- Keep up with the latest research in machine learning and computer vision to incorporate the most efficient algorithms into our systems.
- Evaluate the effectiveness of models in real-world scenarios and iteratively refine models for improved performance.
- Guide the development and deployment of machine learning models into our production environment.
- Communicate complex machine learning concepts and the outcomes of analyses in a clear and effective manner to stakeholders.
- Master's degree or PhD in Computer Science, Machine Learning, AI, or a related field.
- Proven experience in applying deep learning techniques, specifically within the domain of computer vision.
- Extensive knowledge of PyTorch or similar deep learning frameworks.
- Strong experience in model building, training, evaluation, and optimization.
- Experience in taking machine learning models from conceptualization to deployment in a production environment.
- Familiarity with industry standards and best practices related to machine learning model deployment and management.
- Knowledge of robotics and autonomous systems is a plus.
- Strong programming skills in Python.
- Excellent problem-solving abilities and attention to detail.
- Excellent communication skills, both written and verbal.
What We Offer:
- A competitive salary and benefits package.
- The opportunity to be part of a team shaping the future of industrial automation.
- The chance to work with some of the brightest minds in the field of AI and robotics.
- Opportunities for professional growth and career progression.
Posted by: Phillip Perkins