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 contents and issues with each engineer and manager, and design appropriate machine learning tasks such as "utilizing large-scale data collected in the business (prediction and optimization in distribution)" and "creative production support and optimization using AI", and develop algorithms. (Examples of work) ・Prediction of click probability and conversion probability for DSP ・Product recommendation in dynamic retargeting ads ・Generating user profiles such as demographics, interests, and preferences from web behavior history, etc.. ・Introduction of algorithms for creative selection ・Automatic generation of search-linked ads (NLP) ・Support for and automatic generation of advertising creatives ・Signal processing and voice processing for voice dialogue business (ASR, VAD, etc.) *There are about 20 products, and the technologies and areas used for each project are different.
Ideal Profile
[Required skills and experience] - Expertise in the fields of machine learning, natural language processing, voice, image, or optimization algorithms - Practical experience in applying machine learning to real problems - Ability to analyze and propose with an understanding of the business - Skilled in analysis, model creation, and visualization using Python, R, etc. [Desirable skills and experience] - Ability to read and understand papers and trace them - Practical experience in developing recommendation systems - Practical experience in developing ad delivery optimization - Practical experience in developing image processing - Practical experience in developing voice dialogue systems - Practical experience in developing natural language processing - Proven track record of submitting papers, presenting papers, and speaking at study sessions both in Japan and overseas - Practical experience in 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 Preferential treatment will be given according to our company regulations, taking into consideration experience and ability.