DEEPCOMPS · COMPARE
Profession A vs B — Decision Pages
Side-by-side comparisons of two real career paths — PA vs NP, software engineer vs data scientist, CPA vs CMA, MBA vs PMP. Each page maps your priorities (income, autonomy, time-to-credential, geographic flexibility) to which profession scores higher on each dimension.
All comparisons
P0 — the highest-volume "X vs Y" decision pages where SERP is dominated by exam-prep affiliates with sales-pitch framing.
PA vs NP: Salary, Authority, School, Decision
State-by-state practice authority map (huge variance) + real take-home cross-state + program length/cost/admit-rate table + specialty entry points
Software Engineer vs Data ScientistSoftware Engineer vs Data Scientist: Salary, Path, Switch
Levels.fyi-grade real total-comp by level (not Glassdoor self-report bias) + O*NET-grounded daily task percentage breakdown + asymmetric switching difficulty (SWE→DS easier than DS→SWE) + industry premium analysis (DS in non-tech significantly underpays vs SWE)
CPA vs CMACPA vs CMA: Career Path, Salary, Exam Decision
Neutral third-party (every other ranking page is exam-prep vendor marketing) + 7-scenario decision table + true cost-to-pass math + dual-cert career math + exam-difficulty deconstruction (depth vs breadth, not 'easier')
MBA vs PMPMBA vs PMP: Cost, ROI, Career Decision
Extreme ROI contrast ($80-220K MBA + 18-24mo vs $1-2.5K PMP + 8-14wk) + 7-scenario decision table + combo-order strategy (PMP first then MBA) + MSPM ($30-60K) third option
Compare-page framework
Every compare page asks the same six questions, in the same order: (1) salary delta + real-wage delta, (2) school/cert cost + time, (3) admission/exam difficulty + acceptance rate, (4) state-by-state practice authority or scope, (5) job-market growth (BLS projection), (6) day-to-day work content. Decision matrix at the bottom maps your priorities to a recommended path.
FAQ
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Why these four comparisons?
PA vs NP and CPA vs CMA are decisions that affect 6-figure career trajectories with limited unbiased third-party content. SWE vs Data Scientist and MBA vs PMP are both high-search but currently dominated by bootcamp/training-vendor pages with obvious selling pressure.
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Can I see the underlying numbers?
Yes — every comparison links to its underlying job/license/transition pages, and the source list at the bottom of each page links to the BLS / BEA / professional-board data feed.
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Are these recommendations?
Not in the "X is better than Y" sense. Each page maps career priorities (income, autonomy, time-to-credential, geographic flexibility) to which path scores higher on each dimension. You decide the weights.