東京都 区, 株式会社Caluck Remote job

仕事内容:

MAU数十万以上のソーシャル系アプリ・Webサービスにおいて、レコメンド領域のML基盤構築〜改善をリードするエンジニアポジションです。

モデル開発からMLOps、プロダクト適用までを一貫してご担当いただきます。

主な業務内容:

  • レコメンド向けML基盤(Training/Serving/Monitoring)の設計・構築
  • レコメンド/ランキング/パーソナライズモデルの設計・実装
  • 特徴量設計、データ前処理、自動化
  • MLOpsおよびリアルタイム推論環境の最適化
  • 技術課題の抽出・品質改善の推進
  • 開発ロードマップ策定・技術選定・プロジェクト推進

アピールポイント:

  • MAU数十万以上の高トラフィックサービスのレコメンド基盤をリードできるポジション
  • モデル設計〜運用まで一気通貫で関われるため、MLエンジニアとしての幅が広がる環境
  • 技術選定や改善提案など裁量の大きな業務内容
  • 最新のML技術やレコメンド手法(DNN/Transformerなど)を活かせるプロジェクト

求める人材:

【必須スキル・経験】

  • レコメンド領域でのMLプロダクト開発経験(直近5年で2年以上)
  • MAU数十万以上の高トラフィックサービスでのML実務経験
  • 特徴量設計〜モデル実装〜MLOps〜モニタリングまでの一連経験
  • レコメンド手法(CF、MF、DNN、Transformer、Two-Towerなど)の実務経験
  • CTR/CVR/LTV等のビジネス指標改善に向けたロードマップ策定・実行経験
  • プロジェクトまたはチームのリード経験

【歓迎スキル・経験】

  • EC/SNS領域におけるレコメンド開発経験
  • リアルタイム推論環境の構築経験
  • AWS/GCPなどのクラウドインフラ・データエンジニアリング知識
  • PdMやビジネスメンバーと連携した開発経験

【求める人物像】

  • 技術リードとしてML全体の改善を自走できる方
  • ビジネス観点を持ち、サービス価値向上に貢献できる方
  • スピード感ある環境で技術を吸収し成長したい方

勤務時間・曜日:

原則自由

※稼働時間などお気軽にご相談ください。

休暇・休日:

・年間休日125日以上

・完全週休二日制(土日祝)

・夏季休暇・年末年始休暇

・慶弔休暇

・有給休暇

勤務地:

リモートワーク可能(東京23区)

<受動喫煙対策>

就業場所 原則禁煙(分煙)

(変更範囲:当社の定める就業場所)

アクセス:



東京都新宿区新宿 新宿伊藤ビル9F

(各線 新宿三丁目駅 徒歩4分)

給与:

月給・年収はスキルに応じて判断いたします。

雇用形態は相談可

待遇・福利厚生:

・社会保険完備

・リモートワーク制度

・書籍購入制度

・研修・勉強会補助

・各種表彰制度

・フレックスタイム制度

その他:

面接1回

雇用形態: 業務委託

給与・報酬: 1,000,000円 - 1,200,000円 月給



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