Runway
Next-generation content creation with artificial intelligence
machine learning • artificial intelligence • tools • creative • Computer Software
11 - 50
Senior Machine Learning Engineer
September 26, 2023
🏡 Remote – Anywhere in California
Runway
Next-generation content creation with artificial intelligence
machine learning • artificial intelligence • tools • creative • Computer Software
11 - 50
Description
• Build new multimodal AI systems for media generation • Work with a world-class engineering team pushing the boundaries of content creation on the browser • Collaborate with the research team to deploy state-of-the-art computer vision models to production • Improve the performance and efficiency of machine learning deployments
Requirements
• Solid knowledge of at least one machine learning research framework (e.g. PyTorch, Tensorflow), and at least one high-performance inference framework (e.g. TensorRT, Apache TVM) • Experience profiling and optimizing deep neural networks, including knowledge of GPU profiling tools such as NVIDIA Nsight • Familiarity with Python-based image and video manipulation/encoding/decoding frameworks, such as OpenCV and PyAV • Experience with cloud orchestration systems such as Kubernetes and cloud providers such as AWS, GCP, and Azure • Ability to write robust and maintainable client-server architectures and APIs • Ability to rapidly prototype solutions and iterate on them with tight product deadlines • Strong communication, collaboration, and documentation skills
Benefits
• Competitive salary • Opportunity to work with a world-class engineering team • Chance to collaborate with a research team • Ability to push the boundaries of content creation • Opportunity to improve performance and efficiency of machine learning deployments • Potential for rapid prototyping and iteration • Focus on communication, collaboration, and documentation • Commitment to diversity and pay equity
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