Company Name

CyberAgent Co., Ltd.

Job Type

Data scientist (economics)

Work Detail

■Business content Algorithm improvements/proposals based on economic knowledge for products, etc. ▼Example ・Prediction models for advertising click rate/conversion rate, etc. ・Product recommendations with dynamic retargeting ads ・Advertising creative selection algorithm ・Optimal bidding strategy in advertising space auction ・Experimental design ・Verification of causal effects of in-store measures ・Prediction of individual causal effects and bidding strategy ・Advertisement optimization based on location information and purchasing data ・Application of market design ・Promoting behavior change using nudges

Ideal Profile

◎Experience in analysis, model creation, and visualization using Python and R ◎Basic understanding of machine learning ◎Basic understanding of econometrics and causal inference ◎Be able to analyze and make proposals based on an understanding of the business. ◎Able to research papers that match business issues, read and reproduce those papers ◎Be able to approach business issues from an economics perspective [Good if you have it] Those who fall under any of the following ◯ Record of acceptance of papers using econometrics and causal inference in English peer-reviewed journals ◯Accepted at international machine learning/artificial intelligence conferences ◯Proposal for algorithm improvement 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 We will give preferential treatment according to our company regulations, taking into account experience and ability.

External Site

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