Summary

We’re Blue River, a team of innovators driven to create intelligent machinery that solves monumental problems for our customers. We empower our customers – farmers, construction crews, and foresters - to implement safer and more sustainable solutions, driving increased profitability with less reliance on scarce labor. We believe that focusing on the small stuff, pixel-by-pixel and task-by-task, leads to big gains. 

Blue River Technology is based in Santa Clara, CA. 

Job Responsibilities

• Develop and maintain real-time image processing pipelines and integrate hardware sensors for computer vision applications. 
• Design and automate data labeling and preprocessing.
• Manage and scale machine learning experimentation and training infrastructure.
• Design and implement hardware-in-the-loop technologies to develop and validate autonomous systems.
• Implement and oversee orchestration and meta-orchestration systems to enable seamless CVML pipeline execution across hybrid cloud environments.

Requirements

• Master’s degree in Computer Science or related field plus 5 years of related experience or Bachelor’s degree in Computer Science or related field plus 7 years of relevant experience. 

• Required skills:

  • Design and development of backend and frontend applications, build and maintain internal data labeling tools using Python, React/NodeJS, PyQT, and Django frameworks (5 yrs)
  • Development of image processing pipelines using Python scientific, numpy, and CUDA, adjusting images across data channels and content or objects (3 yrs)
  • Use Kubernetes to develop, deploy, and harden data science and labelling applications, support hybrid training workloads via Kubeflow and multi-cluster orchestration tools (3 yrs)
  • Develop massive parallel data analytics and visualization pipelines using AWS, Apache Spark & Databricks for CVML and Fleet Analytics workloads (3 yrs)
  • Finetuning and training visual models using Pytorch framework, design meta-orchestration frameworks to coordinate labeling, training, and monitoring pipelines (5 yrs)
  • Orchestrate ML, Data processing, and self-healing workloads using MLFlow, Kubeflow, and Snakemake orchestration framework (3 yrs)
  • Low-level model optimization and scaling using C++, ONNX (3 yrs)
  • Design and implement real-time image processing pipelines using OpenCV, scikit-image, and CUDA for embedded and cloud-based applications (3 yrs)
  • Own and manage the lifecycle of ML experiments across tools, including  MLflow, AIM, TensorBoard, and W&B (3 yrs)
  • 10% domestic or international travel required for whole team meetings and to work on on-premises solutions. 100% remote working allowed; can live anywhere in the US; periodic visits to the office required.

 

The US annual base salary range for this position is $219,960 - $261,000, along with eligibility for Blue River’s bonus and benefit programs. Please visit https://bluerivertechnology.com/join-us/ to apply. 

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