Machine Learning Algorithm Developer
5 days ago
A senior software engineer position at LinkedIn, a leading platform for professionals to showcase their skills and connect with others. We're looking for an experienced developer to join our team and help us build cutting-edge machine learning algorithms that understand member posted content meaningfully.
About Us:
At LinkedIn, we trust each other to do our best work where it works best for us and our teams. This role offers a hybrid work option, meaning you can both work from home and commute to a office, depending on what's best for you and when it is important for your team to be together.
Responsibilities:
- 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, including multi-GPU setups and advanced video modeling.
- Develop state-of-art supervised and semi-supervised models scaling to hundreds of millions of members and their content.
- Owning end-to-end model development and deployment at scale.
- Mentor junior research engineers in utilizing advanced machine learning techniques for critical business problems.
Requirements:
- Master's degree OR Bachelor's degree with 5+ years of work experience.
- 5+ years of experience in at least one of the following areas: Computer vision, Image processing, Machine Learning, Statistical modeling/inference, Data mining, NLP, Graph/geometric deep learning, Large Language Models, Generative AI.
- Ph.D. in computer science, statistics, engineering, mathematics, or similar quantitative discipline.
- 5+ years of hands-on experience working on machine learning, Computer Vision, Deep Learning for Video, Video Analytics, Multi-GPU and Distributed Training, Large scale data Handling, Scalable Model Inference, Video Processing Pipelines or related topics.
- Understanding of standard programming and software engineering practices.
- Proven track record of publishing at academic and industry venues.
- Ability and eagerness to program.
Salary:$170,000 per year.
Benefits:We strongly believe in the well-being of our employees and their families. That is why we offer generous health and wellness programs and time away for employees of all levels.India Disability Policy is an equal employment opportunity employer offering opportunities to all job seekers, including individuals with disabilities. For more information on our equal opportunity policy, please visit Global Data Privacy Notice for Job CandidatesThis document provides transparency around the way in which handles personal data of employees and job applicants:
This role requires a strong foundation in machine learning and computer vision, as well as excellent communication and teamwork skills.
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