Machine Learning Engineer at Beatdapp
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Beatdapp
📍 vancouver, metro vancouver regional district, Canada
Job Description
Elevate your career with Beatdapp as a Machine Learning Engineer II focused on inference platforms. Build and optimize systems that deliver accurate audio signals for music, podcasts, and AI-generated content.
In this pivotal role, you will blend ML engineering with infrastructure work to bridge raw audio and detection models. Collaborate with data scientists to ensure production readiness, focusing on latency, cost, and user impact from the outset. Design and optimize inference systems across multi-cloud environments, ensuring efficient resource utilization.
Key Responsibilities:
• Build and tune inference containers for scale
• Optimize GPU performance and resource management
• Conduct scale and stress testing across deployments
• Operate Terraform stack for multi-cloud infrastructure
• Extend customer-facing API for our inference service
Requirements:
• STEM degree with 3+ years in ML or data engineering
• Proficient in Python and performance-oriented l...
In this pivotal role, you will blend ML engineering with infrastructure work to bridge raw audio and detection models. Collaborate with data scientists to ensure production readiness, focusing on latency, cost, and user impact from the outset. Design and optimize inference systems across multi-cloud environments, ensuring efficient resource utilization.
Key Responsibilities:
• Build and tune inference containers for scale
• Optimize GPU performance and resource management
• Conduct scale and stress testing across deployments
• Operate Terraform stack for multi-cloud infrastructure
• Extend customer-facing API for our inference service
Requirements:
• STEM degree with 3+ years in ML or data engineering
• Proficient in Python and performance-oriented l...