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Senior Software Engineer, Machine Learning

LinkedIn

LinkedIn

Software Engineering
Bengaluru, Karnataka, India
Posted on Thursday, June 13, 2024
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 LinkedIn office, depending on what’s best for you and when it is important for your team to be together.

LinkedIn was built to help professionals achieve more in their careers, and every day millions of people use our products to make connections, discover opportunities, and gain insights. Our global reach means we get to make a direct impact on the world’s workforce in ways no other company can. We’re much more than a digital resume -- we transform lives through innovative products and technology.

Every day, millions of posts, videos, and articles course through the LinkedIn feed, generating tens of thousands of comments every hour — and tens of millions more shares and likes.

We are looking for a research engineer/scientist to develop state of art NLP & vision algorithms to understand member posted content meaningfully. You will be instrumental in improving the efficacy of communication and content exchange between millions of LinkedIn members by developing cutting edge content understanding and classification algorithms. The understanding is not only limited to extract features but to summarize, classify & cluster content. We own the end to end stack from idea creation, POC, design to product deployment.

As part of a new and fast growing team of top-notch scientists and engineers, you will experience all the excitement and dynamism of a startup along with the scale and technology of a world-class enterprise.

Responsibilities:
Develop next-gen algorithms to understand visual content and textual content and member interactions on LinkedIn
Develop state-of-art text/image/video/graph classification models scaling to millions of content and thousands of categories
Develop state-of-art supervised and semi-supervised models scaling to hundreds of millions of members and their content
Own end-to-end model development and deployment at LinkedIn scale
Mentor junior research engineers in utilizing advanced machine learning techniques for critical business problems
Represent LinkedIn in academic and industry circles by showcasing our innovation, data products and scientific expertise in bringing game-changing data products to market

Basic Qualifications:
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

Preferred Qualifications:
Ph.D. in computer science, statistics, engineering, mathematics, or similar quantitative discipline
5+ years of hands-on experience working on machine learning 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
Suggested Skills:
Machine Learning
Deep Learning
Generative-AI
Large Language Models

India Disability Policy
LinkedIn 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 https://legal.linkedin.com/content/dam/legal/Policy_India_EqualOppPWD_9-12-2023.pdf

Global Data Privacy Notice for Job Candidates
This document provides transparency around the way in which LinkedIn handles personal data of employees and job applicants: https://legal.linkedin.com/candidate-portal