Highest AI replacement risk first. Occupations dominated by processing information, documentation and repetitive computer work rank highest. (541 occupations)
| # | Occupation | Avg. pay | In 10 yrs | Outlook | AI risk | Openings ratio |
|---|---|---|---|---|---|---|
| 1 | データエンジニア Japan |
¥6.10M | ¥6.70Mest. | 40/100 | 96% | 1.45x |
| 2 | 知的財産コーディネーター Japan |
¥5.83M | ¥6.67Mest. | 45/100 | 94% | 0.77x |
| 3 | 貿易事務 Japan Office & Admin |
¥5.25M | ¥5.72Mest. | 34/100 | 91% | 0.98x |
| 4 | データ入力 Japan Office & Admin |
¥4.29M | ¥4.75Mest. | 28/100 | 90% | 0.32x |
| 5 | ゲームクリエーター Japan |
¥5.83M | ¥6.77Mest. | 41/100 | 89% | 0.77x |
| 5 | 経理事務 Japan Office & Admin |
¥5.12M | ¥5.50Mest. | 32/100 | 89% | 0.61x |
| 7 | 秘書 Japan Office & Admin |
¥5.92M | ¥6.50Mest. | 42/100 | 87% | 0.34x |
| 7 | 一般事務 Japan Office & Admin |
¥5.41M | ¥5.94Mest. | 38/100 | 87% | 0.34x |
| 9 | 公認会計士 Japan Accounting & Tax |
¥8.11M | ¥8.82Mest. | 41/100 | 86% | 0.62x |
| 9 | 診療情報管理士 Japan Office & Admin |
¥5.29M | ¥5.82Mest. | 39/100 | 86% | 0.34x |
| 9 | 企業法務担当 Japan Office & Admin |
¥5.29M | ¥5.82Mest. | 40/100 | 86% | 0.34x |
| 12 | 税理士 Japan Accounting & Tax |
¥8.11M | ¥8.84Mest. | 42/100 | 85% | 0.62x |
| 12 | 運用・管理(IT) Japan Office & Admin |
¥6.10M | ¥6.93Mest. | 43/100 | 85% | 1.45x |
| 12 | 企画・調査担当 Japan Office & Admin |
¥7.37M | ¥8.14Mest. | 44/100 | 85% | 0.34x |
| 15 | ネット通販の企画開発 Japan Office & Admin |
¥7.37M | ¥8.16Mest. | 39/100 | 84% | 0.34x |
| 15 | Webマーケティング(ネット広告・販売促進) Japan Office & Admin |
¥7.37M | ¥8.16Mest. | 39/100 | 84% | 0.34x |
| 15 | アクチュアリー Japan Finance |
¥11.35M | ¥12.41Mest. | 40/100 | 84% | 0.62x |
| 18 | コールセンターオペレーター Japan Office & Admin |
¥4.07M | ¥4.52Mest. | 28/100 | 83% | 0.34x |
| 18 | 気象予報士 Japan |
¥5.83M | ¥6.89Mest. | 46/100 | 83% | 0.77x |
| 18 | ネット通販の運営 Japan Office & Admin |
¥5.29M | ¥5.87Mest. | 34/100 | 83% | 0.34x |
| 18 | 製版オペレーター、DTPオペレーター Japan Office & Admin |
¥4.58M | ¥5.34Mest. | 41/100 | 83% | 1.67x |
| 18 | 総務事務 Japan Office & Admin |
¥5.25M | ¥5.84Mest. | 40/100 | 83% | 0.34x |
| 18 | コンプライアンス推進担当 Japan Office & Admin |
¥5.29M | ¥5.87Mest. | 41/100 | 83% | 0.34x |
| 24 | 社会保険労務士 Japan Office & Admin |
¥11.35M | ¥12.49Mest. | 39/100 | 82% | 0.62x |
| 24 | 営業事務 Japan Office & Admin |
¥5.25M | ¥5.88Mest. | 34/100 | 82% | 0.98x |
| 24 | 銀行等窓口事務 Japan Office & Admin |
¥5.12M | ¥5.61Mest. | 34/100 | 82% | 0.61x |
| 24 | 損害保険事務 Japan Office & Admin |
¥5.25M | ¥5.88Mest. | 36/100 | 82% | 0.98x |
| 24 | 通信販売受付事務 Japan Office & Admin |
¥4.07M | ¥4.54Mest. | 29/100 | 82% | 0.34x |
| 24 | 広報・PR担当 Japan Office & Admin |
¥5.25M | ¥5.85Mest. | 36/100 | 82% | 0.34x |
| 24 | 証券アナリスト Japan Finance |
¥11.35M | ¥12.49Mest. | 39/100 | 82% | 0.62x |
| 24 | ファンドマネージャー Japan Finance |
¥11.35M | ¥12.49Mest. | 40/100 | 82% | 0.62x |
| 24 | 国際協力専門家 Japan |
¥5.83M | ¥6.91Mest. | 49/100 | 82% | 0.77x |
| 24 | 特許審査官 Japan Legal |
¥9.81M | ¥10.46Mest. | 41/100 | 82% | 0.71x |
| 34 | 弁理士 Japan Legal |
¥9.81M | ¥10.49Mest. | 43/100 | 81% | 0.71x |
| 34 | 人事コンサルタント Japan Office & Admin |
¥11.35M | ¥12.52Mest. | 41/100 | 81% | 0.62x |
| 34 | 知的財産サーチャー Japan Legal |
¥5.83M | ¥6.93Mest. | 48/100 | 81% | 0.77x |
| 34 | パラリーガル(弁護士補助職) Japan Legal |
¥5.29M | ¥5.91Mest. | 39/100 | 81% | 0.34x |
| 34 | ディーラー Japan Finance |
¥6.65M | ¥8.16Mest. | 57/100 | 81% | 2.14x |
| 34 | 内部監査人 Japan Accounting & Tax |
¥5.25M | ¥5.87Mest. | 42/100 | 81% | 0.34x |
| 34 | 経理課長 Japan Accounting & Tax |
¥9.67M | ¥10.63Mest. | 45/100 | 81% | 1.15x |
| 41 | CADオペレーター Japan Office & Admin |
¥4.71M | ¥5.29Mest. | 37/100 | 80% | 0.86x |
| 41 | 税務事務官 Japan Accounting & Tax |
¥5.12M | ¥5.64Mest. | 32/100 | 80% | 0.61x |
| 41 | 合板製造 Japan Office & Admin |
¥4.34M | ¥5.11Mest. | 44/100 | 80% | 1.67x |
| 41 | プログラマー Japan IT & Software |
¥5.78M | ¥6.67Mest. | 38/100 | 80% | 1.45x |
| 41 | ソフトウェア開発(スマホアプリ) Japan IT & Software |
¥5.78M | ¥6.67Mest. | 37/100 | 80% | 1.45x |
| 41 | 人事事務 Japan Office & Admin |
¥5.25M | ¥5.89Mest. | 41/100 | 80% | 0.34x |
| 41 | 玩具(おもちゃ)製作 Japan Office & Admin |
¥4.11M | ¥4.77Mest. | 40/100 | 80% | 1.81x |
| 48 | システムエンジニア(受託開発) Japan IT & Software |
¥5.78M | ¥6.69Mest. | 41/100 | 79% | 1.45x |
| 48 | ソフトウェア開発(パッケージソフト) Japan IT & Software |
¥5.78M | ¥6.69Mest. | 37/100 | 79% | 1.45x |
| 48 | Webディレクター(Web制作会社) Japan IT & Software |
¥5.83M | ¥6.97Mest. | 44/100 | 79% | 0.77x |