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機械学習エンジニア

株式会社LayerX

  • Python
  • AWS
  • Docker
  • TypeScript
  • MySQL
  • PyTorch
  • TensorFlow
  • Vue.js
  • OCR
  • Nuxt
  • Work Location Tokyo
  • Company employee count 101 to 1,000

Company Info

LayerX is a business that applies AI and LLM related technology to the utilization of knowledge and activity optimization within the organization. We aim to automate the creation of large-scale documents using AI and LLM technology and to change the way people work. We are also looking for intermediaries to walk from the improvement of LLM technology to the introduction of product development.

Job Summary

機械学習エンジニアの募集で、OCRに関する事業課題や技術課題の発見と解決、文字列検出、文字認識、自然言語処理などを活用したOCRコア部分の開発、決済システムを支える機能の開発など、幅広い業務があります。また、チームでの開発経験や日本語でのコミュニケーション能力が求められます。

Duties

OCRに関する事業課題・技術課題の発見と解決、文字列検出、文字認識、自然言語処理などを活用したOCRコア部分の開発、推薦や自然言語処理などを活用した「手入力ゼロの業務処理」を支える機能の開発、決済システムを支える機能の開発、継続的モデル改善のためのデータ基盤の構築およびデータ整形、特徴量エンジニアリングといった前処理、認識精度の効果検証および精度のモニタリング、論文サーベイ等の技術調査、カンファレンス及びイベント等への登壇・寄稿、請求書OCRのモデルのアップデート、リアーキテクト、決済システムを支える機能の開発、データ基盤やアノテーション済みデータの整形や加工、技術選定から携わるOCRモデル開発などが含まれます。

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機械学習エンジニア

株式会社LayerX

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