Senior Software Engineer, Machine Learning
Standard Bots- Full Time
- Senior (5 to 8 years)
Candidates should have at least 6 years of relevant industry experience and demonstrated experience as a technical lead to deliver projects end to end. Strong expertise in Python and considerable work history with at least one statically typed language, preferably Golang, is required. Experience with modern ML frameworks such as PyTorch or TensorFlow is also necessary.
The Machine Learning Engineer will advance industry-leading enterprise video solutions by incorporating existing research into fault-tolerant, low-latency end-to-end systems. They will own model deployment, metadata management, and high-throughput inference strategies for retrieval and generative models. The role includes mentoring junior engineers, ensuring high code quality, building impactful libraries and services, and delivering applied research solutions. Additionally, the engineer will work across teams to manage project priorities and drive technical initiatives from ideation to execution.
AI system for video content understanding
Twelve Labs focuses on artificial intelligence and video understanding by developing a system that analyzes videos to extract key features like actions, objects, and speech. This information is transformed into vector representations, enabling fast semantic search within large video datasets. The company differentiates itself by providing a platform that is faster and more effective than many existing models, allowing developers and product managers to easily integrate its technology through an API. Twelve Labs aims to make all videos searchable, enhancing the way businesses utilize video content.