Computer Vision/Deep Learning Engineer
Surat, Gujarat
Job Description:
A Computer Vision/Deep Learning Engineer is responsible for designing, developing, and deploying computer vision and deep learning models to solve complex problems. The Computer Vision/Deep Learning Engineer works closely with data scientists, software engineers, and product managers to build, test, and deploy models into production environments.
Responsibilities:
- Develop computer vision and deep learning models to solve complex business problems
- Collaborate with data scientists, software engineers, and product managers to design, develop, and deploy computer vision models
- Implement and optimize computer vision algorithms for object detection, recognition, segmentation, and tracking
- Design and implement deep learning models using frameworks such as TensorFlow, Keras, and PyTorch
- Conduct experiments to evaluate model performance, identify areas for improvement, and implement solutions to optimize performance
- Perform data analysis and feature engineering to prepare data for computer vision and deep learning models
- Develop automated tools and processes for monitoring and maintaining computer vision models in production
- Stay up-to-date with the latest research and advancements in computer vision and deep learning
Preferred Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Mathematics, or related field
- Strong experience in computer vision, deep learning, and image processing
- Proficiency in programming languages such as Python, C++, and MATLAB
- Experience with computer vision libraries such as OpenCV, Pillow, and scikit-image
- Experience with deep learning frameworks such as TensorFlow, Keras, and PyTorch
- Familiarity with big data technologies such as Hadoop, Spark, and Kafka
- Knowledge of database technologies such as SQL and NoSQL
- Strong problem-solving and analytical skills
- Excellent communication and collaboration skills
- Ability to work independently and in a team environment.