Compare professions | Tool-Lifes

Pick up to six professions and put them side by side. The bars rescale to the strongest in your selection, so the comparison is always relative to what you actually chose.

Search or click to add up to six professions.

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Every profession, every score

The whole dataset behind the lab above, ranked by overall average. Each figure is 0–100 and relative to the other fifty-nine professions on this site.

Profession	Resists AI	Pay	Barrier to entry	Autonomy	Demand	Impact	Overall
🫀 外科医Medicine & Life	92	96	98	62	84	95	88
⚖️ 裁判官Law & Public Service	90	78	88	82	62	93	82
🤖 AI研究者Engineering & Technology	50	90	92	68	90	96	81
🧠 精神科医Medicine & Life	73	81	86	64	91	85	80
🩺 内科医Medicine & Life	67	80	88	52	91	92	78
🧩 心理士Education & Humanities	82	62	78	76	82	84	77
🔌 半導体エンジニアEngineering & Technology	60	82	78	55	90	96	77
🧮 数学者Science & Research	70	68	82	88	62	78	75
🎓 教授Education & Humanities	76	58	90	88	48	82	74
✈️ パイロットFrontier & Field	72	88	74	45	82	78	73
👔 弁護士Law & Public Service	58	74	85	60	72	88	73
💉 看護師Medicine & Life	91	52	55	48	97	92	73
🛰️ 航空宇宙エンジニアEngineering & Technology	74	78	74	52	65	90	72
💱 経済学者Business & Finance	62	74	78	64	68	85	72
🦾 ロボット技術者Engineering & Technology	65	74	70	52	82	85	71
🚀 起業家Business & Finance	88	72	12	97	74	85	71
🐾 獣医師Medicine & Life	78	56	85	54	73	79	71
💊 薬剤師Medicine & Life	58	74	80	52	68	82	69
🌉 土木技術者Engineering & Technology	72	62	55	55	80	88	69
⚛️ 物理学者Science & Research	65	58	84	62	55	88	69
🏔️ 山岳ガイドFrontier & Field	88	45	70	90	60	55	68
🏅 アスリートMedia & Performance	88	70	92	40	55	62	68
💻 ソフトウェアエンジニアEngineering & Technology	35	80	55	68	78	90	68
🏗️ 建築家Arts & Creation	78	48	83	56	58	83	68
⚓ 船長Frontier & Field	65	62	55	88	70	66	68
🎬 映画監督Arts & Creation	73	58	68	72	52	80	67
🔭 天文学者Science & Research	70	55	85	82	42	65	67
🧬 生物学者Science & Research	64	46	76	66	60	82	66
🧪 化学者Science & Research	70	55	62	58	60	82	65
🌾 農家Frontier & Field	72	32	42	90	62	88	64
🕊️ 外交官Law & Public Service	78	52	82	40	42	88	64
👨‍🚀 宇宙飛行士Frontier & Field	74	55	99	35	30	88	64
🏫 教師Education & Humanities	78	38	42	48	82	92	63
🚒 消防士Law & Public Service	90	45	45	35	72	92	63
🪚 大工Craft & Trade	88	45	30	72	78	62	63
📊 データサイエンティストScience & Research	38	74	55	60	78	66	62
🍳 シェフCraft & Trade	78	38	34	72	83	61	61
📜 歴史家Education & Humanities	70	45	72	78	35	60	60
💹 投資銀行家Business & Finance	42	97	70	35	55	60	60
🗺️ プロダクトマネージャーBusiness & Finance	50	70	42	55	66	74	60
🚓 警察官Law & Public Service	66	38	40	58	60	85	58
🏺 考古学者Frontier & Field	78	35	70	66	42	55	58
🎻 ミュージシャンArts & Creation	60	30	55	75	45	80	58
🧾 会計士Business & Finance	35	62	52	55	78	60	57
🎮 ゲームデザイナーArts & Creation	65	62	45	52	55	58	56
🖌️ 画家Arts & Creation	74	30	35	95	40	62	56
⌚ 時計師Craft & Trade	80	42	45	74	58	35	56
🧵 仕立て屋(テーラー)Craft & Trade	78	38	45	82	40	35	53
🕹️ プロeスポーツ選手Media & Performance	74	62	60	35	45	40	53
✍️ 小説家Arts & Creation	62	28	12	97	42	74	53
📣 マーケターBusiness & Finance	38	62	35	55	70	55	53
📰 ジャーナリストMedia & Performance	58	35	30	70	32	88	52
🔥 鍛冶屋Craft & Trade	82	30	35	88	32	45	52
📷 写真家Media & Performance	55	35	22	88	48	62	52
📋 公務員Law & Public Service	42	40	58	32	64	68	51
📖 図書館司書Education & Humanities	55	35	45	55	42	72	51
🎞️ アニメーターMedia & Performance	56	42	40	46	50	70	51
🎭 俳優Media & Performance	70	48	30	35	40	72	49
🍷 ソムリエCraft & Trade	72	45	35	58	48	34	49
🌐 翻訳者Education & Humanities	28	35	35	82	45	55	47