Computer Vision Engineer

About the Role

This role involves designing, training, and optimizing deep learning models for various computer vision tasks, including object detection, image recognition, segmentation, and video analytics. You will work on large-scale real-time implementations involving 100+ video streams and fine-tune models using frameworks like TensorFlow, PyTorch, and ONNX. Additionally, you will develop and implement multi-object tracking algorithms across multiple camera feeds.

Key Responsibilities

• Design and train deep learning models for computer vision tasks such as object detection, image recognition, and segmentation.
• Lead large-scale real-time implementations involving 100+ video streams and fine-tune models using frameworks like TensorFlow, PyTorch, and ONNX.
• Develop and implement multi-object tracking algorithms across multiple camera feeds.
• Apply pre- and post-processing techniques to enhance model performance and evaluation.
• Build and deploy inference pipelines using NVIDIA technologies including NGC models, TAO Toolkit, DeepStream Metropolis, and Triton Server.
• Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data.

Skills & Qualifications

• Proficiency in deep learning frameworks such as TensorFlow, PyTorch, and ONNX.
• Experience with NVIDIA technologies including NGC models, TAO Toolkit, DeepStream Metropolis, and Triton Server.
• Knowledge of computer vision concepts and techniques.
• Strong programming skills in languages such as Python.
• Proficiency in writing complex SQL queries.
• Familiarity with NoSQL or Graph Databases (Neo4j).
• Knowledge of infrastructure as code tools (e.g., Terraform, Ansible).
• Proficiency with containerization technologies (Docker) and orchestration tools (Kubernetes).
• Bachelor's degree in Computer Science, Engineering, or a related field.

What You'll Learn

In this role, you will gain hands-on experience with deep learning frameworks, NVIDIA technologies, and computer vision concepts. You will also develop skills in project management, team collaboration, and software development life cycle methodologies. This role will provide you with opportunities to learn from experienced professionals and contribute to cutting-edge projects.

Resume Tip

When applying for this role, make sure to highlight your experience with deep learning frameworks, computer vision concepts, and NVIDIA technologies. Include specific examples of projects you have worked on and the skills you have developed. Additionally, emphasize your ability to work in a team, collaborate with others, and adapt to new technologies and methodologies.