Machine Learning Engineer

Invision AI is building a universal AI platform for computer vision applications using a multi-camera stack that generates 3D digital twins of dynamic environments for intelligent infrastructure and transportation. The Machine Learning Engineer will develop, evaluate, deploy, monitor, and improve production computer vision models across areas such as object detection, image classification, geospatial tracking, and sensor fusion, including optimization for resource-constrained edge devices.

Responsibilities:

• Recommend, develop, evaluate, and deploy ML models across our product lines
• Build and improve data-labeling, training, and evaluation pipelines
• Establish evaluation methods that connect model performance to product and business outcomes
• Prototype new product capabilities using appropriate technologies
• Optimize models for latency, memory usage, power consumption, and accuracy on edge devices
• Diagnose and resolve issues affecting deployed models
• Monitor production performance and identify model drift, data-quality problems, and retraining needs
• Write maintainable, well-tested code and clear technical documentation
• Participate in design reviews, code reviews, and technical planning
• Share ML knowledge and collaborate with software, product, and other engineering teams