Why salary alone is a bad way to compare offers
Two offers with the same base salary can have dramatically different total compensation — and dramatically different career trajectories. Choosing based on the headline number means ignoring:
- Equity: A $10K lower base at a pre-IPO startup may come with equity worth ten times more (or nothing — high variance)
- Bonus structure: A $120K base with a reliable 20% target bonus = $144K total; a $130K base with no bonus = $130K
- Benefits value: Health insurance, 401(k) matching, HSA contributions, and PTO all have real dollar values
- Career trajectory: A lower-paying role at a faster-growing company may put you 2x ahead in 3 years
- Location/remote: The same salary in San Francisco vs. Austin has wildly different purchasing power
- Company stage risk: A startup offer comes with real probability of layoff or company failure
A proper comparison requires putting all of these on equal footing.
Total compensation comparison: a complete checklist
For each offer, calculate or estimate:
Cash compensation:
- Base salary
- Target bonus (% of base, and how reliable — ask for historical payout rate)
- Signing bonus (one-time; don't over-weight it)
Equity:
- Number of options/RSUs and vesting schedule (typically 4-year with 1-year cliff)
- Strike price vs. current 409A valuation (for options) — the "paper value" vs. what you actually get
- Preferred share preference and liquidation stack (affects what you receive in exit scenario)
- Company stage: Pre-seed? Series B? Public? Each has different risk/reward profiles
Benefits dollar value:
- Health insurance: What is the premium? Deductible? Is family coverage included?
- 401(k) match: What % does the company contribute?
- Stock purchase plan (ESPP) if public company
- Paid parental leave
- PTO days (multiply by your daily rate to put a dollar value on it)
- Remote/hybrid: Commute cost saved if fully remote
Practical items:
- Start date flexibility
- Title (affects future negotiation anchoring)
- Role scope and team size
- Manager track record
Use the job offer comparison tool to run these numbers side by side.
Career growth and trajectory comparison
Total compensation today is only part of the picture. The more important question is: which offer puts you in a better position in 3–5 years?
Questions to assess growth potential:
- What is the company's growth rate? (Fast-growing companies create roles; flat companies promote rarely)
- What is the promotion timeline? Ask directly: "What does the path from this role to the next level typically look like?"
- Who will you report to? A strong manager is worth more than many perks — they create opportunities and advocate for you
- What is the team's reputation internally? Working on a high-visibility team accelerates advancement
- What skills will you build? Some roles teach marketable skills; others make you specialised in a company-specific tool
Red flags in the growth conversation:
- "We don't have a formal promotion process" — means ad hoc, often political
- Vague answers about why the last person in the role left
- The role has been open for 6+ months (often a culture or management issue)
- No budget for conferences, courses, or skill development
Culture and day-to-day fit
Culture fit is hard to measure but easy to feel — and a poor culture fit is one of the most common reasons people leave roles within 12 months.
How to assess culture before accepting:
- Ask to meet 2–3 future teammates informally (most companies will accommodate this request)
- Read recent Glassdoor and Blind reviews — look for patterns, not outliers
- Notice how your interviews felt: Were interviewers on time? Prepared? Engaged?
- Ask: "How does the company handle failure or mistakes?" — answers reveal psychological safety
- Ask: "What is a recent decision you disagreed with but understood?" — reveals transparency
Practical daily considerations:
- Commute time (multiply by 250 working days per year — a 30-minute commute = 125 hours per year)
- Meeting culture: How many recurring meetings? Any "no-meeting" time protected?
- On-call expectations for engineering roles
- Actual vs. stated working hours — ask interviewers what time they typically start and end work
How to decide when you genuinely cannot choose
If after comparing all dimensions you still cannot decide, these techniques help:
The regret minimisation test: Ask yourself — "Which choice am I more likely to regret in 10 years?" When in doubt, most people regret not taking risks more than taking them.
The "explain it to a friend" test: Describe both offers to a trusted friend without trying to sell either one. Which one sounds more exciting when you describe it out loud?
Negotiate both simultaneously. If both are genuinely close, it is ethical to use one offer to improve the other — tell each employer "I have another offer I am working through" (you do not need to name the company). This is standard practice.
Set a decision deadline. Most employers give 5–7 business days to decide. Use the full time — but do not ask for extensions beyond one extra week unless there is a specific reason (second offer pending, major life event). Repeated extensions erode goodwill.
Ask your gut last. After all the data is in, your gut often knows. Data rules out bad options; intuition often identifies the right one among good ones.