Job Opportunity for Senior Computer Vision Data Engineer
We are seeking a highly skilled and experienced Senior Computer Vision Data Engineer to lead the development of innovative Deep Learning based Computer Vision systems.
* Key Responsibilities:
* Improve and maintain an MLOPS pipeline for computer vision applications, ensuring seamless integration and efficient data processing.
* Develop a robust data collection process, incorporating diverse datasets and methodologies.
* Design and implement automatic EDAs (Exploratory Data Analysis) for high-quality dataset review and quality assurance.
* Develop and refine data sampling methods to optimize model performance.
* Design synthetic dataset generation processes to enhance model training and validation.
* Conduct thorough benchmarking of models to ensure optimal performance and efficiency.
* Perform Hyper-Parameter Optimization (HPO) on models to achieve superior results.
* Train and fine-tune deep learning models, leveraging expertise in computer vision and machine learning.
* Continuously improve and refine deep learning Computer Vision model architecture to drive innovation and excellence.
Qualifications and Skills:
- Proven experience in developing and deploying AI/ML models
- Expertise in computer vision, machine learning, and data engineering
- Strong understanding of software development principles and practices
- Excellent communication and collaboration skills
Why this role is important:
- Contribute to the advancement of cutting-edge computer vision technology
- Collaborate with cross-functional teams to drive innovation and success