Data & ML Platform EngineerEnglish summary from Japanese

株式会社Facilo

✓ Detailed

Salary

650万円～1500万円

Location

〒104-0028 東京都中央区八重洲2-2-1 東京ミッドタウン八重洲　八重洲セントラルタワー 7F

Job Type

Full-time

Work Style

プロフェッショナルとして生産性の高い自律的な働き方を追求 ◯ 所定労働時間：08時間00分休憩60分 ◯ フルリモート&コアタイムなしハイパーフレックス・オフィスは東京駅、出社完全自由・Sales/CSはお客様先訪問あり ◯ 全国1000箇所以上のコワーキング拠点 ◯ 残業：有 ◯ 残業手当：有 ◯ 固定残業代制超過分別途支給 ◯ 固定残業代の相当時間：45.0時間/月 ◯ 休暇・入社年次に差をつけない年次有給休暇20日支給 (計画有給休暇10日含む) ・有給休暇とは別途、冠婚葬祭、お子様のイベントなどは日数無制限の特別有給を使用可能例：運動会や授業参観、妊婦健診などは給与ありの特別休暇を支給・介護・看護、私傷病休暇も有給

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Role summaryEnglish summary from Japanese

English summary for screening — check the original posting before applying.

Join Facilo as a Data & ML Platform Engineer to drive the core of our real estate DX platform. You will leverage data, statistics, and machine learning to solve business challenges and enhance product value for over 1 million users. This role involves end-to-end development, from problem definition to production deployment of ML models.

Must-haves

Experience in AI/ML engineering (experiments to model deployment, ML development in large-scale production systems)
Experience in production system development for web applications/APIs
Experience in designing reporting for stakeholders
Experience in building and operating data analysis infrastructure (ETL design, Airflow, etc.)

Nice-to-haves

Deep understanding of specific ML domains (Image/NLP/Recommendation/Ranking)
Experience in operating and improving search systems
MLOps experience (MLflow, Kubeflow, SageMaker, Vertex AI, etc.)
Experience utilizing LLMs (GPT, BERT, fine-tuning, vector databases, etc.)

Tech stack

Ruby/Rails

About the Company