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)