Aetna Data Engineer Salary by Level

45 data engineers have reported offers or compensation details covering Aetna's 3-level ladder, with staff carrying the deepest sample at 19 reports and mid sitting at 14. A portion of those figures come from base-only public filings, where total comp is modeled by applying bonus and equity ratios derived from peer healthcare payers, because Aetna does not publish comp breakdowns by engineering level. Those modeled totals adjust for the fact that base alone understates what a data engineer actually takes home at a benefits-heavy, large-payer employer: the adjustment accounts for a target bonus component that public filings omit entirely. Levels with more self-reported offers, like staff, deserve proportionally more confidence than thinly-reported rungs. The pool covers reported dates through Aug 2, 2026, so it reflects current market rates rather than pre-CVS-acquisition pay scales.

Aetna's comp structure follows the pattern common to large healthcare payers: a meaningful base, a formulaic annual bonus tied to corporate and individual performance targets, and a modest equity component that is small relative to what tech-sector employers offer for comparable seniority. The base carries most of realized annual pay, which means the headline total comp figure and what actually lands in your account each month are closer together than they would be at an RSU-heavy employer where a grant's value shifts with the stock price. Bonus payouts at CVS Health entities are tied to enterprise performance metrics rather than business-unit outcomes, so a strong year in the data platform org does not decouple your bonus from a softer year elsewhere in the company. For engineers coming from equity-heavy environments, the shift to a base-and-bonus structure changes how you should read the offer: the number is closer to predictable cash than it looks at first.

Aetna pays in line with other Healthcare companies, which places it in the middle of what a regulated payer offers rather than at the premium end. The likeliest mechanism is structural: CVS Health competes for data engineering talent against other large payers and health systems, not against FAANG or high-growth data platforms, and its compensation anchors calibrate accordingly. Healthcare payers have historically used employment stability and benefits, including the health plan itself, as part of the total value proposition, which allows base and bonus bands to sit below what a pure-play tech employer would need to pay for the same pipeline skills. There is also a prestige discount at work in the other direction: Aetna's data problems are genuinely complex, which draws engineers interested in the domain, easing some salary pressure. $146K at senior and $193K at L6 reflect that positioning honestly.

The jump from senior to staff is the most consequential move on this ladder: $146K to $193K is a L6 gap that outpaces anything available by negotiating within a single level. If you have the years and the scope, entering as staff rather than senior is worth pushing for before you sign. Within a level, base bands at large payers like Aetna tend to be tighter than at tech companies, and the bonus formula is corporate rather than discretionary, which limits what a competing offer can move on the total package. Equity is small enough that it is rarely the swing factor. What a competing offer does change is the base: Aetna's recruiting teams have more flexibility on base than on bonus percentage, so that is the component to surface explicitly. The single highest-value action for a candidate holding an offer is to come in with a staff-level competing offer and negotiate base directly, rather than asking for a round-number increase without a named anchor.