Recruit Detail
Find out more about the work we do, the experience and skills we can bring to the table, and our terms and conditions.
Company Name
CyberAgent, Inc.
Job Type
[AI Business Division] Machine Learning Engineer (Open Position)
Work Detail
■ Job Description You will discuss and understand the business content and challenges with each engineer and manager, design appropriate machine learning tasks, and develop algorithms, such as "utilizing large-scale data collected through the business (prediction and optimization in distribution)" and "supporting and optimizing creative production using AI." (Examples of Work) - Click probability prediction and conversion probability prediction for DSP - Product recommendations for dynamic retargeting ads - Generating user profiles such as demographics, interests, and preferences from web behavior history, etc. - Implementing algorithms for creative selection - Automated generation of search-related ads (NLP) - Supporting and automatically generating advertising creative production - Signal processing and speech processing (ASR, VAD, etc.) for the voice dialogue business *There are approximately 20 products, and the technologies and areas used vary for each project.
Ideal Profile
[Required Skills and Experience] - Expert knowledge in machine learning, natural language processing, speech, image processing, or optimization algorithms - Practical experience applying machine learning to real-world problems - Ability to analyze and propose ideas based on an understanding of the business - Expertise in analysis, model creation, and visualization using Python, R, etc. [Desired Skills and Experience] - Ability to read and understand research papers - Practical experience developing recommendation systems - Practical experience developing ad delivery optimization - Practical experience developing image processing systems - Practical experience developing voice dialogue systems - Practical experience developing natural language processing - Proven track of submitting research papers, presenting research papers, and speaking at workshops both domestically and internationally - Practical experience proposing business ideas based on data analysis
Work Location
150-6121 Shibuya Scramble Square 22F, 2-24-12 Shibuya, Shibuya-ku, Tokyo
Phd. Stating Salary
Negotiable. We will give preferential treatment according to our company regulations, taking into consideration experience and ability.