Sr CVML Engineer, Autonomy

Blue River Technology is a team of innovators creating intelligent machinery for various industries. They are seeking a motivated Senior CVML Engineer to develop core computer vision models for their autonomous mower initiative, responsible for the entire development lifecycle from prototyping to deployment.

Responsibilities:

• Build production models. You will design, train, and deploy production-grade deep learning models for critical perception tasks of depth estimation, segmentation, and tracking
• Advanced Edge optimization. You will fine-tune models for real-time, sub-millisecond inference on the mower’s embedded NVIDIA GPU platforms. You will design custom mixed-precision strategies and implement quantization-aware training for model attention layers
• Own model development. You’ll take complete ownership of your models, from rapid prototyping through to validation and final deployment in the perception pipeline
• System integration. You will collaborate closely with our robotics team to integrate perception outputs into the robotics stack. You will architect onboard pipelines, maximizing GPU saturation across multiple camera feeds
• Data-driven improvement. You will analyze performance on mowing site data, identify failure cases, and continuously improve the model and perception pipeline’s performance against challenging outdoor conditions
• Leverage real and synthetic data. You will develop strategies for using real-world site data and generating synthetic data to train models and validate the perception pipeline’s performance, thereby improving overall system robustness