MLエンジニア/データサイエンティスト
株式会社Antway
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¥7,000,000 - 10,000,000
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Tokyo
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101 to 1,000
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Company Homepage
Job Summary
MLエンジニアは、ビジネス課題の発見から機械学習モデルの開発、評価、改善までを担当します。顧客注文予測モデルの構築や、BigQueryやVertex AI Pipelinesを用いたデータ分析、MLパイプラインの構築など、データドリブンな意思決定を支援する重要な役割を果たします。Company Info
The company develops and expands D2C business, and positions data-based infrastructure construction and data utilization promotion as important strategies. As a model that combines web and email, it is responsible for designing and constructing data marts and data warehouses, introducing and implementing dbt, defining conditions for data reliability and implementing monitoring, and promoting various data utilization activities. It is also responsible for tasks such as business duties and ensuring the reliability of data utilization, and is responsible for various business operations such as promoting data utilization, improving BI tool utilization, and optimizing business operations such as utilizing BI tools and improving data analysis.Duties
D2Cビジネスにおけるデータ活用戦略の中心的な役割を担い、ビジネス課題を統計的・機械学習的アプローチで解決します。具体的には、顧客の注文需要予測モデルの開発や、既存モデルの精度改善を行います。BigQueryやVertex AI Pipelinesを活用し、Firestoreや各種広告媒体、GAなどから収集したデータを分析・加工し、機械学習モデルを構築・デプロイします。また、モデルの継続的な監視とチューニング、サービスデータの分析による潜在的課題の発見、MLパイプラインの構築など、データサイエンスの全工程に関わる幅広い業務を遂行します。
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