▸case-01 I am currently a senior software engineer making $150,000 per year. I've got $30,000 in unvested RSUs vesting over the next two years, and my manager hinted that I might get promoted to staff level in about 6 months, though nothing is officially written down yet. I'm trying to decide whether to stay or start looking for new roles every 3 years for bigger salary increases. Please model a year-by-year financial trajectory comparing staying versus job hopping, showing annual pay, cumulative earnings over time, the crossover point where jumping pulls ahead, and the total pay gap at the horizon. Also include a structured table evaluating non-modeled factors (unvested equity forfeitures, promotion likelihood, search risk, and resume tenure patterns) with weightings, followed by a brief summary of what the table shows, and finish with a direct honest recommendation on what I should do. | fail→pass | 25,366 | 31,762 | +25% | 1 | 1 | 0% | 4,663 | 5,530 | +19% | 0 | 0 | — |
▸case-02 I'm earning $90,000 as a project coordinator. My company gives modest annual raises, but I hear colleagues who switch companies every few years end up making significantly more. I want to see a detailed multi-year income model that compares staying at my current company versus jumping companies periodically. Please show a year-by-year table with annual base salaries and total cumulative earnings for both paths, identify the crossover year when jumping surpasses staying, and compute the final gap at the end of the projection. Additionally, present a checklist table evaluating non-compensation factors like unvested stock, promotion closeness, job search risk, and resume history impact, followed by a brief text analysis of the salary numbers and a clear, unequivocal final recommendation. | fail→pass | 42,356 | 28,226 | -33% | 1 | 1 | 0% | 7,337 | 6,683 | -9% | 0 | 0 | — |
▸case-03 I make $120,000 as a data analyst. I have $40,000 in stock options that vest over four years with a one-year cliff coming up in 3 months. My team lead mentioned a named senior analyst promotion with a set timeline in Q3. I'm considering whether to stay put or actively look to switch employers for higher pay. Can you generate a complete trajectory projection for both remaining and jumping scenarios? I need a year-by-year breakdown of salaries and accumulated earnings, the exact crossover timing, and the final pay difference. Then, create a non-financial checklist mapping out my stock vesting schedule, promotion reality, job search vulnerability, and resume pattern, followed by a brief explanation of the model output and a straightforward final recommendation taking a clear stance. | fail→pass | 34,320 | 37,680 | +10% | 1 | 1 | 0% | 5,906 | 8,045 | +36% | 0 | 0 | — |
▸case-08 I make $95,000 currently. I just received a job offer for $112,000 from another firm. Should I take it? Please evaluate this single offer against my current pay, compare the two numbers directly, and give me a final decision. | fail→pass | 10,775 | 27,564 | +156% | 1 | 1 | 0% | 1,539 | 5,063 | +229% | 0 | 0 | — |
▸case-04 I am a DevOps engineer earning $135,000. My boss casually mentioned at my last 1:1 that I'm 'on track for a senior title soon' with no specific date or title written down. I'm evaluating whether to stay or switch jobs every 3 years. Please provide a multi-year comparison of cumulative earnings and crossover timing between staying and job-hopping, along with non-salary factor evaluations and a final recommendation. | fail→fail | 26,728 | 23,998 | -10% | 1 | 1 | 0% | 4,208 | 1,381 | -67% | 0 | 0 | — |
▸case-05 I am a financial analyst making $105,000 per year. Human Resources sent me a written letter confirming my promotion to Lead Analyst with a $15,000 salary increase scheduled for Q2 (4 months from now). I am considering whether to stay or switch employers every 3 years. Please model my year-by-year base salary and cumulative earnings for staying versus jumping, evaluate non-financial factors, and provide a clear recommendation. | pass→pass | 29,499 | 40,912 | +39% | 1 | 1 | 0% | 4,493 | 9,346 | +108% | 0 | 0 | — |
▸case-06 I earn $110,000 as a UX designer. If I switch companies every 3 years, I expect a 15% bump with each jump, but my current company gives 4% annual merit raises. Someone suggested I assume 4% annual raises between jumps at new companies too. Please build a multi-year income model comparing staying versus jumping, highlight the crossover point, evaluate non-salary factors, and give me a clear recommendation. | fail→fail | 28,022 | 49,969 | +78% | 1 | 1 | 0% | 4,320 | 9,346 | +116% | 0 | 0 | — |
▸case-07 I am a product manager at a tech company earning $160,000 salary. I have 1,000 unvested restricted stock units currently valued at $80 per share ($80,000 total) that vest on a 1-year cliff 8 months from today. I am considering jumping to a new company for a 20% salary bump. Please construct a trajectory model comparing staying versus jumping, explicitly detail the equity loss, and state a recommendation. | pass→pass | 30,385 | 27,256 | -10% | 1 | 1 | 0% | 4,540 | 5,620 | +24% | 0 | 0 | — |
▸case-09 I earn $140,000 with $50,000 in equity vesting in 5 months. An recruiter offered a 15% salary jump. Should I jump now or stay? Please construct the trajectory comparison, model the equity impact, and provide a clear recommendation. | pass→pass | 22,782 | 42,856 | +88% | 1 | 1 | 0% | 3,194 | 7,800 | +144% | 0 | 0 | — |
▸case-10 I am a marketing strategist earning $85,000 per year. I don't have any specific jump offer numbers or raise estimates, but I want to know if periodic job hopping makes sense for me compared to staying. Please run the standard multi-year trajectory model, show crossover and cumulative gap, evaluate the standard non-salary factors, and provide a clear recommendation. | fail→pass | 21,967 | 35,594 | +62% | 1 | 1 | 0% | 4,145 | 6,259 | +51% | 0 | 0 | — |
▸case-11 I am a software developer earning $130,000. I have changed jobs every 12 months for the last 3 years. I am planning to jump again now and continue jumping every year for the next 6 years to maximize salary. Please construct the multi-year income trajectory, evaluate non-financial factors, and deliver a final recommendation. | pass→pass | 29,153 | 30,561 | +5% | 1 | 1 | 0% | 3,560 | 5,588 | +57% | 0 | 0 | — |
▸case-12 I am a systems admin making $100,000. Staying gets me 3% annual raises. Jumping gives 15% every 3 years. I have no unvested stock and no promotion in sight. I am hesitant because job changes are stressful, but I want you to decide for me. Please calculate the multi-year numbers and give me an unequivocal, firm recommendation on whether I should jump or stay. | pass→pass | 25,958 | 43,544 | +68% | 1 | 1 | 0% | 3,807 | 7,311 | +92% | 0 | 0 | — |
▸case-13 I am an account manager earning $75,000 looking at stay vs jump options over a 6-year period with standard assumptions. Please build the financial trajectory table, assess non-financial considerations, and state your final recommendation. | fail→pass | 20,900 | 36,676 | +75% | 1 | 1 | 0% | 2,885 | 7,094 | +146% | 0 | 0 | — |
▸case-14 I earn $180,000 as a specialized AI infrastructure engineer. Recruiters contact me daily with multiple open roles. I am deciding whether to stay for 3% raises or jump every 2.5 years for 20% bumps. Please build the multi-year financial model, evaluate the search risk factor in my context, and provide a recommendation. | fail→pass | 54,734 | 48,348 | -12% | 1 | 1 | 0% | 8,265 | 9,247 | +12% | 0 | 0 | — |
▸case-15 I work as a niche museum curator earning $65,000. Open positions in my field appear only once every 2 years and take 6-9 months of interviewing. I am considering leaving my stable role to job-hop for higher pay. Please build a trajectory model comparing staying vs jumping, score the search risk for my situation, and provide a recommendation. | pass→pass | 28,698 | 37,477 | +31% | 1 | 1 | 0% | 3,644 | 7,321 | +101% | 0 | 0 | — |
▸case-16 I earn $90,000 working in state government. If I stay 2 more years, I become fully vested in a pension worth $18,000 annually at retirement. A private firm is offering a 15% salary increase today. Please evaluate the stay vs jump trajectories, incorporate the pension vesting loss into the checklist, and recommend a course of action. | pass→pass | 29,418 | 46,279 | +57% | 1 | 1 | 0% | 3,435 | 7,852 | +129% | 0 | 0 | — |
▸case-17 I am an IT analyst earning $80,000. My current employer gives 3% annual raises. A jump yields 15% every 3 years with 2% raises in between. Please build the year-by-year income model for 6 years, identify the exact crossover year when cumulative jump earnings surpass cumulative stay earnings, and provide a recommendation. | pass→pass | 30,492 | 33,178 | +9% | 1 | 1 | 0% | 4,916 | 6,905 | +40% | 0 | 0 | — |
▸case-18 I am a cyber security engineer making $125,000. I want to compare staying at 3.5% annual raises versus jumping every 3 years for an 18% bump over a 6-year horizon. Please calculate the year-by-year trajectories, determine the total cumulative earnings gap at year 6, assess non-monetary checklist items, and provide a clear recommendation. | pass→pass | 29,423 | 29,362 | -0% | 1 | 1 | 0% | 4,392 | 5,714 | +30% | 0 | 0 | — |
▸case-19 I am a cloud architect earning $160,000. My current company gives 2.5% annual raises. If I jump, I expect a 22% bump every 4 years, with 1.5% annual raises between jumps. Please model this multi-year salary comparison over an 8-year horizon, evaluate non-financial factors, and provide a clear recommendation. | pass→pass | 32,809 | 31,587 | -4% | 1 | 1 | 0% | 5,308 | 6,428 | +21% | 0 | 0 | — |
▸case-20 I currently hold 5,000 vested ISO options in a private startup with a strike price of $2.00 per share. The latest 409A valuation puts the fair market value at $10.00 per share. I am trying to figure out the alternative minimum tax (AMT) implications if I exercise all 5,000 options this tax year while staying at my current company. Please calculate my AMT spread and tax liability. | pass→pass | 21,933 | 28,560 | +30% | 1 | 1 | 0% | 2,316 | 4,908 | +112% | 0 | 0 | — |
▸case-21 I have decided to accept an offer from a competitor for $140,000, which is $20,000 more than my current salary of $120,000. Before I resign, I want to write a professional email to my current VP of Engineering giving them an opportunity to counter-offer with a matching salary and a Senior Staff title. Please draft this formal counter-offer negotiation email for me. | pass→fail | 11,898 | 21,392 | +80% | 1 | 1 | 0% | 1,766 | 2,449 | +39% | 0 | 0 | — |
▸case-22 I have an upcoming behavioral interview for a Senior Engineering Manager position at a tech company next Tuesday. I want to prepare answers using the STAR method for common questions about managing underperforming team members and resolving inter-departmental conflicts. Please provide 3 structured STAR framework example responses for these managerial interview scenarios. | pass→pass | 28,251 | 31,143 | +10% | 1 | 1 | 0% | 2,959 | 4,880 | +65% | 0 | 0 | — |
▸case-23 My employer offers a 100% 401(k) match up to 5% of my $100,000 base salary, with a 3-year graded vesting schedule (33% per year). If I contribute 5% annually for 2 years and then leave, how much total employer match money do I get to keep versus forfeit? Please calculate the exact vested dollar amount. | pass→pass | 15,532 | 24,874 | +60% | 1 | 1 | 0% | 1,933 | 4,981 | +158% | 0 | 0 | — |