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In short

At Zipline, software engineer roles are the largest group: 5 of 10 roles at tech companies in the 90 days to Oct 16, 2026, then analytics engineer (1) and data engineer (1). Python is required most often, in 7 of 10 roles whose requirements we read, then Distributed Systems (4) and AI (3).

What the postings ask for

Out of the 10 roles whose requirements we could read, of 10 in all. Too few to show shares, so we show counts.

Required
SkillRoles asking
Python
7 of 10
Distributed Systems
4 of 10
AI
3 of 10
Cloud Infrastructure
3 of 10
Go
3 of 10
Rust
3 of 10
CI/CD
2 of 10
Data Infrastructure
2 of 10
Event-Driven Architecture
2 of 10
Incident Response
2 of 10
Preferred
SkillRoles asking
AWS
2 of 10
Airflow
2 of 10
Infrastructure as Code
2 of 10
AWS CloudFormation
1 of 10
Application Security
1 of 10
CI/CD
1 of 10
Cybersecurity
1 of 10
Data Infrastructure
1 of 10
Data Modeling
1 of 10
Data Observability
1 of 10

Experience

Asked most often: 5–7 years, 4 of 8.

Of the 8 roles that state years

Under 3 years
0 of 8
3–4 years
2 of 8
5–7 years
4 of 8
8–9 years
2 of 8
10+ years
0 of 8

Degree

2 of 10 require a degree, and 1 more accepts experience instead.

Of the 10 roles we could read for it

Required
2 of 10
Required, or experience instead
1 of 10
Preferred
0 of 10
Not mentioned
7 of 10

Roles here

Other company profiles

Where Zipline hires

Its 263 open postings by metro. A posting in several metros counts in each.

Not on the map

Metros

Open postings (263)

The 20 newest of 45 software and data postings, of 263 open. Every one is on the jobs pages.

Source: Zipline careers (Greenhouse). Each posting opens our summary, with a link to the original.

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How we count: 10 roles in the 90 days to Oct 16, 2026, each role counted once however many boards post it. Methodology