Lowest AI replacement risk first. Hands-on, physical and people-facing occupations rank highest. (541 occupations)
| # | Occupation | Avg. pay | In 10 yrs | Outlook | AI risk | Openings ratio |
|---|---|---|---|---|---|---|
| 400 | イベントの企画・運営 Japan Office & Admin |
¥7.37M | ¥8.66Mest. | 47/100 | 64% | 0.34x |
| 402 | 録音エンジニア Japan |
¥4.71M | ¥5.53Mest. | 40/100 | 65% | 0.86x |
| 402 | NC工作機械オペレーター Japan Office & Admin |
¥4.84M | ¥5.88Mest. | 46/100 | 65% | 1.98x |
| 402 | 原子力技術者 Japan Engineering & Science |
¥6.12M | ¥7.26Mest. | 51/100 | 65% | 0.75x |
| 402 | 分析化学技術者 Japan Engineering & Science |
¥6.42M | ¥7.61Mest. | 47/100 | 65% | 0.75x |
| 402 | グラフィックデザイナー Japan Design |
¥5.40M | ¥5.97Mest. | 27/100 | 65% | 0.17x |
| 402 | 銀行・信用金庫渉外担当 Japan Finance |
¥6.74M | ¥8.39Mest. | 54/100 | 65% | 2.13x |
| 408 | 国家公務員（行政事務） Japan Government |
¥5.29M | ¥6.18Mest. | 43/100 | 66% | 0.34x |
| 408 | ディスパッチャー（航空機運航管理者） Japan Aviation |
¥5.80M | ¥8.18Mest. | 72/100 | 66% | 3.00x |
| 408 | 電子機器組立 Japan Office & Admin |
¥4.46M | ¥4.99Mest. | 33/100 | 66% | 0.84x |
| 408 | 紡績機械オペレーター Japan Office & Admin |
¥3.19M | ¥3.91Mest. | 40/100 | 66% | 1.67x |
| 408 | 広報コンサルタント Japan Marketing & PR |
¥5.83M | ¥7.24Mest. | 50/100 | 66% | 0.77x |
| 408 | バイオテクノロジー研究者 Japan Engineering & Science |
¥8.02M | ¥8.49Mest. | 37/100 | 66% | 0.22x |
| 414 | 乳製品製造 Japan Office & Admin · 1.2M workers |
¥3.97M | ¥4.85Mest. | 40/100 | 67% | 1.67x |
| 414 | 不動産鑑定士 Japan Real Estate |
¥5.83M | ¥7.22Mest. | 53/100 | 67% | 0.77x |
| 414 | 細胞検査士 Japan Manufacturing & Repair |
¥4.54M | ¥5.56Mest. | 45/100 | 67% | 1.88x |
| 414 | 電気通信技術者 Japan IT & Software |
¥6.10M | ¥7.31Mest. | 49/100 | 67% | 1.45x |
| 414 | 広告デザイナー Japan Design |
¥5.40M | ¥5.93Mest. | 24/100 | 67% | 0.17x |
| 414 | 印刷オペレーター Japan Office & Admin |
¥4.58M | ¥5.52Mest. | 42/100 | 67% | 1.81x |
| 414 | 薬学研究者 Japan Engineering & Science |
¥8.02M | ¥8.47Mest. | 37/100 | 67% | 0.22x |
| 414 | キッティング作業員（PCセットアップ作業員） Japan |
¥4.29M | ¥5.09Mest. | 34/100 | 67% | 0.32x |
| 414 | 社会学研究者 Japan Engineering & Science |
¥8.02M | ¥8.47Mest. | 32/100 | 67% | 0.22x |
| 423 | 新聞記者 Japan Writing & Media |
¥6.73M | ¥6.70Mest. | 28/100 | 68% | 0.12x |
| 423 | 半導体技術者 Japan Engineering & Science |
¥7.04M | ¥8.28Mest. | 46/100 | 68% | 0.75x |
| 423 | 化粧品製造 Japan Office & Admin |
¥5.50M | ¥6.70Mest. | 47/100 | 68% | 1.67x |
| 423 | CG制作 Japan Design |
¥5.40M | ¥5.91Mest. | 26/100 | 68% | 0.17x |
| 423 | NPO法人職員（企画・運営） Japan |
¥7.37M | ¥8.56Mest. | 42/100 | 68% | 0.34x |
| 423 | 造船技術者（船舶の開発・設計） Japan Engineering & Science |
¥7.25M | ¥8.86Mest. | 56/100 | 68% | 1.88x |
| 429 | 通訳者 Japan Writing & Media |
¥5.83M | ¥7.18Mest. | 51/100 | 69% | 0.77x |
| 429 | 学芸員 Japan |
¥5.83M | ¥7.18Mest. | 51/100 | 69% | 0.77x |
| 429 | 太陽光発電の設計・施工 Japan |
¥6.25M | ¥7.87Mest. | 62/100 | 69% | 5.58x |
| 429 | 石油精製オペレーター Japan Office & Admin |
¥5.50M | ¥6.60Mest. | 47/100 | 69% | 1.81x |
| 429 | 保険営業（生命保険、損害保険） Japan Finance |
¥5.41M | ¥6.65Mest. | 56/100 | 69% | 2.13x |
| 429 | 商品企画開発（チェーンストア） Japan Office & Admin |
¥7.37M | ¥8.53Mest. | 46/100 | 69% | 0.34x |
| 435 | 土地家屋調査士 Japan |
¥9.81M | ¥10.84Mest. | 46/100 | 70% | 0.71x |
| 435 | タイヤ製造 Japan Office & Admin |
¥4.58M | ¥5.48Mest. | 40/100 | 70% | 1.81x |
| 435 | 郵便局郵便窓口業務 Japan Office & Admin |
¥5.80M | ¥8.17Mest. | 64/100 | 70% | 3.00x |
| 438 | 雑誌編集者 Japan Writing & Media |
¥6.73M | ¥6.64Mest. | 27/100 | 71% | 0.12x |
| 438 | AIエンジニア Japan AI & Data |
¥6.10M | ¥7.22Mest. | 48/100 | 71% | 1.45x |
| 438 | コピーライター Japan Writing & Media |
¥6.73M | ¥6.64Mest. | 27/100 | 71% | 0.12x |
| 438 | 独立系ファイナンシャル・アドバイザー（IFA） Japan Finance |
¥11.35M | ¥12.90Mest. | 42/100 | 71% | 0.62x |
| 442 | ファイナンシャル・プランナー Japan Finance |
¥11.35M | ¥12.86Mest. | 43/100 | 72% | 0.62x |
| 442 | 通関士 Japan Logistics |
¥5.83M | ¥7.12Mest. | 48/100 | 72% | 0.77x |
| 442 | パタンナー Japan Office & Admin |
¥4.98M | ¥5.72Mest. | 39/100 | 72% | 0.86x |
| 442 | 情報工学研究者 Japan Engineering & Science |
¥8.02M | ¥8.34Mest. | 37/100 | 72% | 0.22x |
| 442 | エコノミスト Japan Engineering & Science |
¥8.02M | ¥8.34Mest. | 36/100 | 72% | 0.22x |
| 442 | 証券外務員 Japan Finance |
¥6.65M | ¥8.38Mest. | 57/100 | 72% | 2.14x |
| 448 | 弁護士 Japan Legal |
¥9.81M | ¥10.74Mest. | 45/100 | 73% | 0.71x |
| 448 | 鉄道運転計画・運行管理 Japan Office & Admin |
¥5.80M | ¥8.10Mest. | 64/100 | 73% | 3.00x |
| 448 | 図書編集者 Japan Writing & Media |
¥6.73M | ¥6.60Mest. | 28/100 | 73% | 0.12x |