機械学習エンジニアの職務経歴書例（シニア）

“Senior Machine Learning Engineer, Credit ML - Merpay”

“データベース・SQLの知識、及び分析~特徴量設計の経験（2年以上）”

“Model Construction: Design and implementation including data analysis, feature engineering, design and implementation of ML models for tabular data, maintenance of inference/training pipelines, ensuring reproducibility, experiment management, and model quality assurance.”

“End-to-end ownership: The position involves full-cycle ownership, from problem discovery and proposal through design, implementation, deployment, and iteration of entirely new credit and model architectures, working across functions and roles.”

“High-stakes quality bar: Because financial services demand strong social responsibility, the work extends beyond model accuracy to include UX, reliability, monitoring, and overall product quality—resulting in experiences that are accessible and usable for a wide range of users.”

“モデル構築: データ分析、特徴量設計、テーブルデータ向けのMLモデルの設計・実装、推論/学習パイプライン整備、再現性担保、実験管理、モデルの品質保証を含む設計・実装”

“大規模言語モデル、基盤モデル等の深層学習モデルの開発・運用経験”

“Model Construction: Design and implementation including data analysis, feature engineering, design and implementation of ML models for tabular data, maintenance of inference/training pipelines, ensuring reproducibility, experiment management, and model quality assurance.”