Senior Software Engineer, Machine Learning
Description For Senior Software Engineer, Machine Learning
LinkedIn, a global leader in professional networking, is seeking a Senior Software Engineer specializing in Machine Learning to join their innovative team. This role offers a unique opportunity to impact millions of professionals worldwide through cutting-edge AI technology.
The position involves developing state-of-the-art NLP and vision algorithms to enhance content understanding across LinkedIn's platform. You'll be working on sophisticated systems that process and analyze millions of posts, videos, and articles daily, generating insights from vast amounts of user interactions.
As a senior engineer, you'll be responsible for building scalable video processing systems, implementing advanced classification models, and developing supervised and semi-supervised learning solutions that can handle LinkedIn's massive user base. The role combines the excitement of a startup environment with the resources and scale of a world-class enterprise.
The ideal candidate should have deep expertise in machine learning, computer vision, and large-scale data processing. You'll be working with cutting-edge technologies including Large Language Models, Generative AI, and multi-GPU distributed training systems. The position offers opportunities to mentor junior engineers and represent LinkedIn in academic and industry circles.
This hybrid role provides flexibility to work both remotely and from LinkedIn's office, allowing for optimal work-life balance while maintaining team collaboration. Join LinkedIn's team to shape the future of professional networking through innovative AI solutions.
Responsibilities For Senior Software Engineer, Machine Learning
- Develop next-gen algorithms to understand visual content and textual content and member interactions on LinkedIn
- Develop state-of-art text/image/video classification models scaling to millions of content and thousands of categories
- Build Scalable Video Systems: Design and optimize scalable platforms for video processing
- Develop state-of-art supervised and semi-supervised models scaling to hundreds of millions of members
- Own end-to-end model development and deployment at LinkedIn scale
- Mentor junior research engineers
- Represent LinkedIn in academic and industry circles
Requirements For Senior Software Engineer, Machine Learning
- Master's degree OR Bachelor's degree with 5+ years of work experience
- 5+ years of experience in Computer vision, Image processing, Machine Learning, Statistical modeling/inference, Data mining, NLP, Graph/geometric deep learning, Large Language Models, or Generative AI
- Understanding of standard programming and software engineering practices
- Experience with machine learning, Computer Vision, Deep Learning for Video, Video Analytics, Multi-GPU and Distributed Training
- Experience with Large scale data Handling, Scalable Model Inference, Video Processing Pipelines
Benefits For Senior Software Engineer, Machine Learning
- Hybrid work option
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