We counted how often Esri's own 29 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. 29 of 29 ads (100%) state a number of years. The median is 2 years; 24% ask for 5 or more and 0% for 10 or more.
Education
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
Bachelor's degree
29
100%
Master's degree
12
41%
Legal and eligibility: what can rule you out
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
U.S. citizenship mentioned
2
7%
Security clearance mentioned
2
7%
Working conditions
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
Nights, weekends, holidays or on-call
29
100%
On-site or in-person work
22
76%
Relocation mentioned
1
3%
Skills and tools named most often
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
python
24
83%
sql
9
31%
javascript
9
31%
typescript
6
21%
aws
4
14%
linux
3
10%
azure
1
3%
machine learning
1
3%
c++
1
3%
java
1
3%
How to stand out
First, cover the basics the ads ask for most (see the requirements above: python (83%), sql (31%), javascript (31%), typescript (21%)). Then look at what separates higher-paid ads:
Among the 25 ads that publish a pay range, we compared the median pay of ads that name each item with ads that do not. This is a correlation in the ads, not a promise: an item can pay more because it comes with senior roles.
Sort:
Item named in the ad ⇅
Ads naming it ⇅
Ads not naming it ⇅
Median pay midpoint with it ⇅
Difference vs ads without it ⇅
typescript
6
19
$126,464
+$20,072
sql
9
16
$106,392
+$0
python
20
5
$106,392
+$0
javascript
9
16
$106,392
+$0
Master's degree
12
13
$106,392
+$0
We describe only what the ads state. We do not know how recruiters rank candidates.
Same role elsewhere
Where else the same role family is open, with the pay each posts: