We counted how often Hinge Health's own 20 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. 20 of 20 ads (100%) state a number of years. The median is 4 years; 30% ask for 5 or more and 5% for 10 or more.
Education
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
Bachelor's degree
15
75%
'or equivalent experience' accepted
10
50%
Working conditions
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
On-site or in-person work
18
90%
Travel mentioned
17
85%
Nights, weekends, holidays or on-call
12
60%
Skills and tools named most often
Sort:
Requirement ⇅
Ads that state it ⇅
Share of ads ⇅
typescript
15
75%
aws
14
70%
react
13
65%
javascript
12
60%
python
9
45%
docker
7
35%
java
6
30%
kubernetes
4
20%
linux
1
5%
machine learning
1
5%
How to stand out
First, cover the basics the ads ask for most (see the requirements above: typescript (75%), aws (70%), react (65%), javascript (60%)). Then look at what separates higher-paid ads:
Among the 20 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 ⇅
react
13
7
$228,000
+$40,400
typescript
15
5
$192,000
+$4,400
docker
7
13
$188,100
-$3,900
aws
14
6
$188,100
-$5,400
javascript
12
8
$188,100
-$6,900
Bachelor's degree
15
5
$188,100
-$6,900
'or equivalent experience' accepted
10
10
$188,100
-$39,900
python
9
11
$187,700
-$40,300
java
6
14
$187,700
-$40,300
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: