Senior Computer Vision/AI Engineer

Overview

About the Role - We are seeking a highly skilled and experienced Senior AI/Computer Vision Engineer to join our dynamic team. As a key contributor to our research and development efforts, you will play a pivotal role in designing and building robust computer vision systems that can perceive, comprehend, and act upon the world around them. The ideal candidate will have a deep understanding of machine learning, neural networks, and computer vision techniques, along with a passion for tackling complex problems and creating market-leading products.

About the Team - The AI and CV team at Caper (Instacart) is dedicated to building state of the art solutions to enable a smooth checkout process in the grocery stores with smart carts. Our team of enthusiastic researchers and engineers are spread across different time zones, but collaborate effectively with each other on multiple exciting projects.

About the Job 

• Lead the design, implementation, and optimization of computer vision algorithms that are effective and efficient.
• Develop deep learning models for real-time OCR, object detection, segmentation, and tracking.
• Collaborate with cross-functional teams to integrate AI/Computer Vision technology into our products and solutions.
• Conduct research and stay abreast of the latest advancements in the field to ensure our technology remains cutting-edge.
• Mentor junior engineers and lead by example, promoting a culture of technical excellence.
• Drive the end-to-end machine learning lifecycle, including data collection, model training, and deployment.
• Troubleshoot and optimize AI systems for performance and scalability.
• Document and present research findings and development processes.

About You

Minimum Qualifications

• Advanced degree (MS or Ph.D.) in Computer Science, Electrical Engineering, or a related field, with a focus on AI/Computer Vision.
• Minimum of 5 years of relevant experience in the design and deployment of AI models, particularly deep learning and computer vision.
• Strong programming skills in Python, C++, or other programming languages.
• Experience with deep learning frameworks (TensorFlow, PyTorch, Keras).
• Familiarity with cloud services (AWS, Azure, GCP) and edge computing.
• Proven track record of solving complex problems with real-world data.
• Ability to work in a fast-paced, collaborative environment.
• Excellent communication and leadership skills.

Preferred Qualifications

• Publications or a strong portfolio of projects in computer vision or related fields.
• Experience with 3D computer vision and sensor fusion.
• Knowledge of GPU programming and optimization.
• Experience with deploying AI solutions on mobile devices or embedded systems.

Last updated on Aug 7, 2024