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
🫀 外科医生Medicine & Life	92	96	98	62	84	95	88
⚖️ 法官Law & Public Service	90	78	88	82	62	93	82
🤖 AI研究者Engineering & Technology	50	90	92	68	90	96	81
🧠 精神科医生Medicine & Life	73	81	86	64	91	85	80
🩺 内科医生Medicine & Life	67	80	88	52	91	92	78
🧮 数学家Science & Research	70	68	82	88	62	78	75
👔 律师Law & Public Service	58	74	85	60	72	88	73
💉 护士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
🐾 兽医Medicine & Life	78	56	85	54	73	79	71
💊 药剂师Medicine & Life	58	74	80	52	68	82	69
💻 软件工程师Engineering & Technology	35	80	55	68	78	90	68
🏗️ 建筑师Arts & Creation	78	48	83	56	58	83	68
🔭 天文学家Science & Research	70	55	85	82	42	65	67
🧪 化学家Science & Research	70	55	62	58	60	82	65
🕊️ 外交官Law & Public Service	78	52	82	40	42	88	64
🚒 소방관Law & Public Service	90	45	45	35	72	92	63
🪚 木工Craft & Trade	88	45	30	72	78	62	63
📊 数据科学家Science & Research	38	74	55	60	78	66	62
🍳 主厨Craft & Trade	78	38	34	72	83	61	61
🚓 경찰관Law & Public Service	66	38	40	58	60	85	58
📋 공무원Law & Public Service	42	40	58	32	64	68	51
📖 图书馆员Education & Humanities	55	35	45	55	42	72	51
🌐 笔译员Education & Humanities	28	35	35	82	45	55	47