Senior Machine Learning Engineer at ACV
1 day ago
Toronto, ON, Canada
ACV Auctions
Full-time
€120,000 - €150,000 Contract
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Join ACV's ML inspection team as a Senior Machine Learning Engineer to innovate in computer vision solutions. Your work will enhance data insights, reduce inspection turnaround, and improve valuation accuracy.
In this role, you'll design and train damage detection models while building high-throughput serving infrastructure. As a part of the ML team, you will drive the end-to-end model lifecycle, ensuring our inspection capabilities remain efficient and scalable. Your ability to collaborate with stakeholders will help formulate production-grade ML solutions.
Key Responsibilities
• Design and train high-performance computer vision models
• Architect containerized microservices for model serving
• Collaborate with stakeholders to translate inspection needs
• Own end-to-end model lifecycle from design to deployment
• Maintain robust data pipelines using Kafka
Requirements:
• MS or PhD in a computationally intensive field
• 3+ years in computer vision
• Proficiency with frameworks like PyTorch and TensorFlow
• Experience in cloud backend engineering (AWS/GCP)
• Familiarity with real-time data pipelines like Kafka Enhance vehicle inspections with your expertise in machine learning at ACV.
Key Responsibilities
• Design and train high-performance computer vision models
• Architect containerized microservices for model serving
• Collaborate with stakeholders to translate inspection needs
• Own end-to-end model lifecycle from design to deployment
• Maintain robust data pipelines using Kafka
Requirements:
• MS or PhD in a computationally intensive field
• 3+ years in computer vision
• Proficiency with frameworks like PyTorch and TensorFlow
• Experience in cloud backend engineering (AWS/GCP)
• Familiarity with real-time data pipelines like Kafka Enhance vehicle inspections with your expertise in machine learning at ACV.