Buzz Solutions · 1 month ago
Senior Computer Vision & Machine Learning Engineer
Buzz Solutions is revolutionizing the analytics and maintenance of power grid infrastructure through advanced AI solutions. They are seeking a Senior Computer Vision & Machine Learning Engineer to lead computer vision initiatives and drive the development of cutting-edge models for power grid analysis.
AnalyticsArtificial Intelligence (AI)Information TechnologyMachine LearningPaaSSaaSSoftware
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
Qualification
Required
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
Preferred
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
Company
Buzz Solutions
Buzz Solutions provides a platform for teams for fostering smart, stable, and resilient infrastructure inspections and monitoring.
Funding
Current Stage
Early StageTotal Funding
$9.5MKey Investors
GoPoint VenturesBlackhorn Ventures
2024-02-23Series Unknown· $5M
2022-12-01Series Unknown· $3.3M
2022-01-31Seed
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