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
🫀 SurgeonMedicine & Life	92	96	98	62	84	95	88
⚖️ JudgeLaw & Public Service	90	78	88	82	62	93	82
🤖 AI ResearcherEngineering & Technology	50	90	92	68	90	96	81
🧠 PsychiatristMedicine & Life	73	81	86	64	91	85	80
🩺 PhysicianMedicine & Life	67	80	88	52	91	92	78
🧿 Quantum EngineerScience & Research	78	82	88	60	72	90	78
🧩 PsychologistEducation & Humanities	82	62	78	76	82	84	77
🔌 Semiconductor EngineerEngineering & Technology	60	82	78	55	90	96	77
🌬️ Renewable Energy EngineerEngineering & Technology	72	72	68	58	88	94	75
🧫 Clinical Data ScientistScience & Research	68	76	72	62	84	90	75
🧮 MathematicianScience & Research	70	68	82	88	62	78	75
🔐 Cybersecurity SpecialistEngineering & Technology	63	80	68	61	88	87	75
📦 MLOps EngineerEngineering & Technology	54	84	72	65	86	84	74
🎓 ProfessorEducation & Humanities	76	58	90	88	48	82	74
✈️ PilotFrontier & Field	72	88	74	45	82	78	73
👔 LawyerLaw & Public Service	58	74	85	60	72	88	73
💉 NurseMedicine & Life	91	52	55	48	97	92	73
🌿 Sustainability ManagerBusiness & Finance	66	70	64	67	82	86	73
🛰️ Aerospace EngineerEngineering & Technology	74	78	74	52	65	90	72
💱 EconomistBusiness & Finance	62	74	78	64	68	85	72
🦾 Robotics EngineerEngineering & Technology	65	74	70	52	82	85	71
🚀 EntrepreneurBusiness & Finance	88	72	12	97	74	85	71
🐾 VeterinarianMedicine & Life	78	56	85	54	73	79	71
🧬 Genetic CounselorMedicine & Life	72	58	68	56	82	86	70
💊 PharmacistMedicine & Life	58	74	80	52	68	82	69
🌉 Civil EngineerEngineering & Technology	72	62	55	55	80	88	69
⚛️ PhysicistScience & Research	65	58	84	62	55	88	69
🏔️ Mountain GuideFrontier & Field	88	45	70	90	60	55	68
🏅 AthleteMedia & Performance	88	70	92	40	55	62	68
💻 Software EngineerEngineering & Technology	35	80	55	68	78	90	68
🏗️ ArchitectArts & Creation	78	48	83	56	58	83	68
⚓ Ship CaptainFrontier & Field	65	62	55	88	70	66	68
🎬 Film DirectorArts & Creation	73	58	68	72	52	80	67
🔭 AstronomerScience & Research	70	55	85	82	42	65	67
🧬 BiologistScience & Research	64	46	76	66	60	82	66
🔎 UX ResearcherArts & Creation	69	63	55	58	67	76	65
🧪 ChemistScience & Research	70	55	62	58	60	82	65
🌾 FarmerFrontier & Field	72	32	42	90	62	88	64
🕊️ DiplomatLaw & Public Service	78	52	82	40	42	88	64
👨‍🚀 AstronautFrontier & Field	74	55	99	35	30	88	64
🏫 TeacherEducation & Humanities	78	38	42	48	82	92	63
🚒 FirefighterLaw & Public Service	90	45	45	35	72	92	63
🪚 CarpenterCraft & Trade	88	45	30	72	78	62	63
📊 Data ScientistScience & Research	38	74	55	60	78	66	62
🍳 ChefCraft & Trade	78	38	34	72	83	61	61
📜 HistorianEducation & Humanities	70	45	72	78	35	60	60
💹 Investment BankerBusiness & Finance	42	97	70	35	55	60	60
🗺️ Product ManagerBusiness & Finance	50	70	42	55	66	74	60
🚓 Police OfficerLaw & Public Service	66	38	40	58	60	85	58
🏺 ArchaeologistFrontier & Field	78	35	70	66	42	55	58
🎻 MusicianArts & Creation	60	30	55	75	45	80	58
🧾 AccountantBusiness & Finance	35	62	52	55	78	60	57
🎮 Game DesignerArts & Creation	65	62	45	52	55	58	56
🖌️ PainterArts & Creation	74	30	35	95	40	62	56
⌚ WatchmakerCraft & Trade	80	42	45	74	58	35	56
🧵 TailorCraft & Trade	78	38	45	82	40	35	53
🕹️ Esports ProMedia & Performance	74	62	60	35	45	40	53
✍️ NovelistArts & Creation	62	28	12	97	42	74	53
📣 MarketerBusiness & Finance	38	62	35	55	70	55	53
📰 JournalistMedia & Performance	58	35	30	70	32	88	52
🔥 BlacksmithCraft & Trade	82	30	35	88	32	45	52
📷 PhotographerMedia & Performance	55	35	22	88	48	62	52
📋 Civil ServantLaw & Public Service	42	40	58	32	64	68	51
📖 LibrarianEducation & Humanities	55	35	45	55	42	72	51
🎞️ AnimatorMedia & Performance	56	42	40	46	50	70	51
🎭 ActorMedia & Performance	70	48	30	35	40	72	49
🍷 SommelierCraft & Trade	72	45	35	58	48	34	49
🌐 TranslatorEducation & Humanities	28	35	35	82	45	55	47