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G Talent 【AD Platform】Director of Data Science & Machine Learning
Project Manager, Project Leader 1More
15M JPY - ***M JPY
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Tokyo
Full-time (permanent)
Online Interview: Yes
Remote Work from Overseas: No / Remote Work in Japan: No
Top-Selling Points
Rate of Foreigners
Less Than
Frequency of English Usage
Less Than
Related Skills
Experienced area / job
Deep Learning Machine Learning
Programming Language
Python Spark SQL
Management/System project Experience
Others
Language Requirements
Required
  • Japanese: Business
  • English: Business
Preferred
  • No Data
Job Description
Required Skills and Experiences
Required 5+ years of experience implementing ML (machine learning) Implementation experience in any of the following areas: Development of bid optimization, floor price optimization, and pacing algorithms Building and operating CTR/CVR prediction models Improving targeting accuracy (user segmentation, feature engineering) Recommendation systems (e-commerce, media, video streaming, etc.) Statistical analysis and modeling skills Experience solving business problems using statistical methods Experience measuring the effectiveness of initiatives using causal inference Experience explaining complex data to executive management in an easy-to-understand manner Practical experience with price elasticity modeling, eCPM decomposition analysis, etc. 2+ years of management experience Preferred Experience leading a data science department at an ad tech company (SSP/DSP) Proven track record in optimizing ad delivery and improving targeting accuracy Experience solving problems in collaboration with executive leadership and business units Experience applying generative AI and large language models (LLMs) to ad delivery Experience writing research papers and presenting at conferences Hands-on implementation skills in Python, SQL, Spark, Flink, etc. (still actively coding) Business-level English proficiency (for collaboration with global development offices)
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Working Condition
RECRUITMENT PROCESS
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