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 Co., Ltd.
Occupation
Data scientist (economics)
Work Detail
■Business content Algorithm improvements/proposals based on economic knowledge of products, etc. ▼Example <Ad technology area> ・Prediction models for advertising click rate/conversion rate, etc. ・Product recommendations with dynamic retargeting ads ・Ad creative selection algorithm ・Optimal bidding strategy in advertising space auction ・Experimental design <Retail DX area> ・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 <Administrative DX area> ・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.