03_LinkedIn最適化

LinkedIn プロフィール最適化

Adcom が事前リサーチで見るプロファイル。エッセイ・レジュメと整合させる。

重要性

Adcom が LinkedIn を見るタイミング

重要な要素

プロフィール写真

推奨

避けるべき

推奨投資

Headline（ヘッドライン）

Before（弱い）

"Software Engineer at MonotaRO"

After（強い）

"Software Engineer at MonotaRO | Architect of Cloud-Native B2B Marketing Systems | CMA-certified Former Capital Markets Professional | Aspiring MBA Class of 2030"

コンポーネント

  1. 現職タイトル
  2. 専門領域
  3. 過去の重要キャリア
  4. 将来の方向性

About / Summary

推奨構造（4-5パラグラフ）

Paragraph 1: 一行サマリー + 専門領域

"Software engineer at MonotaRO—Japan's leading B2B industrial e-commerce platform—where I architect cloud-native marketing infrastructure that orchestrates millions of customer interactions monthly."

Paragraph 2: バックグラウンド

"Before pivoting to engineering at age 27, I spent four years at Tokai Tokyo Securities, marketing structured fixed-income products to institutional investors and earning the Chartered Member designation of the Securities Analysts Association of Japan (CMA, equivalent to CFA Level 1)."

Paragraph 3: 現在の仕事の具体性

"Today, I work in Python, GCP (Cloud Run, BigQuery, Vertex AI), dbt, and Terraform. My team builds and operates the Sales Promotion Orchestration System (SPOS), an ML-powered recommendation engine, and a modern data stack supporting 9M+ business customers and 30+ marketing operators."

Paragraph 4: Why This Pivot

"My career path is uncommon, but it follows a single thread: financial products are software, industrial commerce is software, and the next decade of value creation in Japan and globally will happen at the intersection of finance and engineering. I want to be where that intersection is being built."

Paragraph 5: Connect / Goals

"I'm preparing to apply to top MBA programs for the Class of 2030 to deepen my strategic and leadership capabilities. I'm always interested in conversations with fellow career pivoters, FinTech operators, and those interested in industrial digital transformation. Feel free to reach out."

Experience セクション

各役職の構造

[Title]                                      [Start Date - End Date]
[Company Name]
[Location] - [On-site / Hybrid / Remote]

[1-2 line description of role]

Achievements:
- Bullet 1
- Bullet 2
- Bullet 3
- Bullet 4
- Bullet 5

[Skills / Tools used]

Bullet の規約

MonotaRO の Experience 例

Software Engineer (Embedded Engagement at MonotaRO)
RAKUS Partners Co., Ltd.
April 2025 - Present
Tokyo, Japan - On-site at MonotaRO

Working in the Marketing Operations Group's Sales Promotion Systems
Team at MonotaRO, Japan's leading B2B industrial e-commerce platform
(~50% owned by W.W. Grainger NYSE:GWW). Responsible for architecture,
implementation, and operations of cloud-native systems supporting
data-driven marketing at scale.

Achievements:
- Architect and operate Sales Promotion Orchestration System (SPOS)
  on GCP microservices, processing 3M+ monthly multi-channel marketing
  communications for 9M+ business customers.
- Built ML-driven product recommendation pipelines using Vertex AI on
  Argo Workflows / Kubernetes.
- Implemented modern data stack with dbt on BigQuery for marketing
  analytics.
- Maintain personalized flyer batch processing 5M+ customer-product
  combinations.
- Built Google Workspace automation tools used by 25+ operators.

Skills: Python, Flask, Google Cloud Platform, BigQuery, Vertex AI,
        dbt, Terraform, Microservices Architecture, Apache Airflow

Skills セクション

推奨 Top Skills（このプロファイル）

技術

ビジネス・金融

ソフトスキル

Endorsements

Recommendations

取得すべき Recommendations

取得方法

Activities / Posts

Adcom が見るシグナル

推奨頻度

投稿テーマ例

注意事項

MBA 出願宣言のタイミング

推奨

LinkedIn 最適化 チェックリスト

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About

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Recommendations

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