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Senior Computer Vision Expert

1 month ago

San Francisco, California, United States Unreal Gigs Full time
{"title": "Senior Computer Vision Engineer", "description": "Company Overview

Welcome to the forefront of computer vision innovation. Our company is dedicated to pushing the boundaries of computer vision technology to solve real-world problems and drive transformative change across industries. We're committed to developing cutting-edge computer vision solutions that empower businesses and enhance user experiences.

Position Overview

As a Senior Computer Vision Engineer, you'll play a key role in developing and deploying advanced computer vision algorithms and systems. You'll work on a variety of projects, from object detection and recognition to image segmentation and scene understanding.

Key Responsibilities
  • Algorithm Development: Design, develop, and implement advanced computer vision algorithms and techniques to solve complex visual perception tasks.
  • Model Training and Evaluation: Train and evaluate computer vision models using large-scale datasets, optimizing for performance, accuracy, and efficiency.
  • Model Deployment: Deploy computer vision models into production environments, ensuring seamless integration with existing systems and platforms.
  • Performance Optimization: Optimize the performance of computer vision models and systems, leveraging techniques such as parallel processing, GPU acceleration, and model quantization.
  • Data Preparation: Collect, preprocess, and annotate image and video data for training computer vision models, ensuring data quality and relevance.
  • Feature Engineering: Identify and engineer relevant visual features from raw data to improve model performance and predictive accuracy.
  • Collaboration: Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to deliver end-to-end computer vision solutions that meet customer requirements.
  • Research and Innovation: Stay informed about the latest advancements in computer vision research and technology, exploring innovative approaches and techniques to enhance computer vision solutions.
Qualifications
  • Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or related field.
  • 5+ years of experience in computer vision engineering, with a proven track record of developing and deploying computer vision solutions.
  • Proficiency in programming languages such as Python, C++, or MATLAB, and expertise in computer vision libraries and frameworks such as OpenCV, TensorFlow, or PyTorch.
  • Strong understanding of computer vision algorithms and techniques, including object detection, image classification, semantic segmentation, and optical flow.
  • Experience with deep learning architectures for computer vision tasks, such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs).
  • Familiarity with image and video processing techniques, including feature extraction, transformation, and enhancement.
  • Excellent problem-solving skills and analytical thinking, with a passion for tackling complex computer vision challenges.
  • Exceptional communication and collaboration skills, with the ability to work effectively in multidisciplinary teams and communicate technical concepts to non-technical stakeholders.
Benefits

We offer a competitive salary, comprehensive health, dental, and vision insurance plans, flexible work hours, and remote work options. Our company culture is vibrant and inclusive, with opportunities for growth and advancement. We're committed to driving innovation in visual intelligence and empowering businesses with cutting-edge computer vision solutions.

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