Company Name

CyberAgent, Inc.

Job Type

Data Scientist (Economics)

Work Detail

■Job Description Improve/suggest algorithms based on economic knowledge of products ▼Examples ・Prediction models for ad click-through rates/conversion rates ・Product recommendations in dynamic retargeting ads ・Ad creative selection algorithms ・Optimal bidding strategies in ad space auctions ・Experimental design ・Verification of causal effects of in-store measures ・Prediction of individual causal effects and bidding strategies ・Ad optimization based on location information and purchase data ・Application of market design ・Promotion of behavioral change using nudges

Ideal Profile

◎ Experience with analysis, model creation, and visualization using Python or R ◎ Basic understanding of machine learning ◎ Basic understanding of econometrics and causal inference ◎ Ability to analyze and propose based on understanding of business and operations ◎ Ability to research papers relevant to business issues and read and reproduce those papers ◎ Ability to approach business issues from an economics perspective [Preferable] Those who meet any of the above criteria ◯ Papers using econometrics and causal inference accepted in English peer-reviewed journals ◯ Papers accepted at international conferences on machine learning and artificial intelligence ◯ Proposals for improving algorithms based on data analysis ◯ Experience implementing machine learning algorithms

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.

External Site

https://hrmos.co/pages/cyberagent-group/jobs/0000181