Senior Computer Vision & Machine Learning Engineer
Buzz SolutionsInfrastructure Inspection company
RemoteSenior
GoPoint Ventures
Blackhorn Ventures
MaC Venture Capital
Ulu Ventures
Vodia Ventures
Advisors.fund
Data & AI
About the role
TL;DR
Lead computer vision initiatives, developing AI models for power grid infrastructure.
- •Job Description Buzz is revolutionizing the analytics and maintenance of power grid infrastructure through our advanced AI solutions.
- •Our computer vision systems analyze critical infrastructure to enhance safety, reliability, and operational efficiency across the power grid network.
- •We're seeking an experienced Machine Learning Engineer to help lead our computer vision initiatives.
- •You'll drive the development of cutting-edge models for power grid analysis and provide a leadership anchor on a team of talented ML engineers.
- •Responsibilities Architect and lead end-to-end computer vision projects focused on: Equipment defect detection, Thermal anomaly identification, Vegetation encroachment monitoring, Surveillance of closed areas for human and animal intrusions Drive innovation by incorporating the latest advances in deep learning and generative AI to enhance model training, accuracy and reliability Develop production-grade Python libraries for the complete ML lifecycle Mentor team members and establish best practices for model development, evaluation, deployment, and monitoring Advocate for and uphold software quality standards within the ML team Qualifications & Experience 7-10 years of industry experience in computer vision and machine learning Deep expertise in modern computer vision and deep neural networks including: Object detection, Semantic segmentation, Image classification, Similarity search, Vision language models Proven track record of deploying and maintaining ML models in production Expert proficiency in PyTorch, Lightning, OpenCV, and Scikit-Learn Proficiency in FastAPI and Pydantic Strong software engineering foundation including: Git version control, Test driven development (Pytest), CI/CD, ML devops, Python type hinting 2-3 years of proven leadership experience of technical teams Desired Additional Experience Multi-modal computer vision Custom object detection model development Generative models for data augmentation ML deployment on edge devices Extracting measurements from GIS and/or drone metadata enriched imagery Model quantization Systematic hyperparameter tuning Additional information: This position does not include sponsorship for United States work authorization.
Required skills
PythonPyTorchOpenCVscikit-learnFastAPIPydanticGitComputer VisionNLPLLMs
Nice-to-have skills
Generative modelsML deployment on edge devicesGIS
Domain expertise
Utilities
Tech stack
PythonPyTorchOpenCVscikit-learnFastAPIPydanticGitComputer VisionNLPLLMs
