Ad Tech, Machine Learning Engineer - Marketplace
想定年収
応相談
勤務地
東京都 港区
リモート
リモート可
募集中
仕事内容
メルカリのAds Optimizationチームで、広告領域の最適化を担うAd Tech Machine Learning Engineer。Mercari Adsが扱う広告（C2C/Shops/外部広告主向け）のキャンペーン目標達成のための最適化ロジック全体を担い、検索・推薦・機械学習技術で広告効果を改善する。推薦システム・マッチング最適化・広告分類のMLモデル開発、画像/テキストのembedding活用、時系列モデルによる広告予算戦略の最適化を行う。
求めるスキル・経験
必須
Someone who can align with the mission and values of the Mercari Group and its companies.
Experience in leading the optimization domain in Ad-Tech and creating significant business impact.
Basic knowledge of the digital marketing domain.
Programming skills in SQL, Python, and Go.
A deep understanding of the fundamentals of machine learning and software engineering.
Experience building models using machine learning libraries such as scikit-learn and LightGBM.
Basic to intermediate knowledge of statistics and data science.
Japanese: Native (required) / English: B2 (required), or English: Native/Fluent (required)
歓迎
Experience in developing microservices using k8s.
Experience in building and operating large-scale ETL or ELT pipelines.
Experience in developing and operating recommendation models for advertisements.
Experience in large-scale search systems.