Understand what the ads ask for and how to stand out.
By AtiveSite · Published 07/11/2026 · Updated 09/11/2026 · Every figure is linked to its source below.
Apple has 15 open data analyst / data engineer jobs in 3 states, 0 of them posted in the last 7 days.
| Title ⇅ | Open jobs ⇅ |
|---|---|
| Senior Data Engineer | 3 |
| Finance Data Engineer | 2 |
| Engineering Program Manager | 2 |
| Operations Data Engineer | 1 |
| Analytics QA Manager | 1 |
| Senior Data Engineering Manager | 1 |
| Senior Engineering Manager | 1 |
| Database Systems Engineer | 1 |
| Senior Data Analyst | 1 |
| Data Analyst | 1 |
| Sr. Engineering Leader | 1 |
Senior Level 13, Mid Level 2 (stated in 15 of 15 ads).
None of these listings publishes a pay range, so we do not state one.
0 of 15 ads mention a remote or flexible location.
Everything about working at Apple →All 15 jobs with filters →
| City ⇅ | State ⇅ | Open jobs ⇅ | Share ⇅ |
|---|---|---|---|
| Austin | Texas | 6 | 40% |
| Seattle | Washington | 5 | 33% |
| San Francisco | California | 3 | 20% |
| San Diego | California | 1 | 7% |
We counted how often Apple's own 15 ads (those with a full description) state each requirement. This shows the filters the ads apply before anyone reads a resume. We have no data on why candidates are rejected after applying, and we do not guess.
Years of experience. 12 of 15 ads (80%) state a number of years. The median is 5 years; 83% ask for 5 or more and 8% for 10 or more.
| Requirement ⇅ | Ads that state it ⇅ | Share of ads ⇅ |
|---|---|---|
| 'or equivalent experience' accepted | 6 | 40% |
| Bachelor's degree | 4 | 27% |
| Master's degree | 3 | 20% |
| PhD or doctorate | 1 | 7% |
| Requirement ⇅ | Ads that state it ⇅ | Share of ads ⇅ |
|---|---|---|
| Relocation mentioned | 11 | 73% |
| Nights, weekends, holidays or on-call | 1 | 7% |
| Requirement ⇅ | Ads that state it ⇅ | Share of ads ⇅ |
|---|---|---|
| machine learning | 8 | 53% |
| python | 7 | 47% |
| sql | 6 | 40% |
| java | 5 | 33% |
| aws | 5 | 33% |
| azure | 3 | 20% |
| kubernetes | 3 | 20% |
| tableau | 2 | 13% |
| linux | 1 | 7% |
| matlab | 1 | 7% |
| docker | 1 | 7% |
First, cover the basics the ads ask for most (see the requirements above: machine learning (53%), python (47%), sql (40%), java (33%)). Then look at what separates higher-paid ads:
Too few ads publish a pay range to compare, so we do not rank items by pay.
We describe only what the ads state. We do not know how recruiters rank candidates.
Where else the same role family is open, with the pay each posts:
| Employer ⇅ | Open data analyst / data engineer jobs ⇅ | Posted range (median, yearly) ⇅ |
|---|---|---|
| JPMorgan Chase | 56 | not published |
| TikTok | 39 | not published |
| Deloitte | 31 | not published |
| Capital One | 19 | not published |
| Liberty Mutual Insurance | 17 | not published |
| Riot Games | 16 | not published |
| SpaceX | 14 | not published |
| Esri | 14 | $84,240 – $142,480 |
| Morgan Stanley | 12 | not published |
| Kyndryl | 12 | not published |
| Leidos | 11 | not published |
| Anthropic | 11 | $320,000 – $405,000 |
| Allstate | 10 | not published |
| Snowflake | 9 | $160,000 – $230,000 |
| Coinbase | 9 | $186,065 – $218,900 |
15 open today, 0 posted in the last 7 days.
Mostly in Austin, TX (6), Seattle, WA (5), San Francisco, CA (3).