Kestrel tech stack

Kestrel builds mostly with Python. Its stack also includes AWS, GitHub Actions, PostgreSQL, ArduPilot. Python is named in 2 of the 4 job postings Kestrel published in the last 12 months (50%). Counted by Alion from the job postings of Kestrel, updated Oct 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 10, 2026
Technologies in use
14
Postings analysed
4
Open now
4
Modernity
80 /100

What programming languages does Kestrel use?

Python is named in 50% of job postings at Kestrel.

Python 2 50% required in 100% · 2 open now · since Jan 2026

What frameworks and libraries does Kestrel use?

ArduPilot is named in 50% of job postings at Kestrel, followed by GDAL (50%), OpenCV (50%), PostGIS (50%).

ArduPilot 2 50% required in 100% · 2 open now · since Jan 2026
GDAL 2 50% required in 100% · 2 open now · since Jan 2026
OpenCV 2 50% required in 100% · 2 open now · since Jan 2026
PostGIS 2 50% required in 100% · 2 open now · since Jan 2026
Scikit-learn 2 50% required in 100% · 2 open now · since Jan 2026

What databases does Kestrel use?

PostgreSQL is named in 50% of job postings at Kestrel.

PostgreSQL 2 50% optional · 2 open now · since Jan 2026

What cloud and platforms does Kestrel use?

AWS is named in 50% of job postings at Kestrel, followed by GitHub Actions (50%), SNAP (50%).

AWS 2 50% required in 100% · 2 open now · since Jan 2026
GitHub Actions 2 50% required in 100% · 2 open now · since Jan 2026
SNAP 2 50% required in 100% · 2 open now · since Jan 2026

What developer tools does Kestrel use?

Terraform is named in 50% of job postings at Kestrel.

Terraform 2 50% required in 100% · 2 open now · since Jan 2026

Which engineering practices does Kestrel ask for?

AI Agents is named in 100% of job postings at Kestrel, followed by CI/CD (50%), IAM (50%).

AI Agents 4 100% required in 100% · 4 open now · since Jan 2026
CI/CD 2 50% required in 100% · 2 open now · since Jan 2026
IAM 2 50% required in 100% · 2 open now · since Jan 2026

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How is the Kestrel stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

Not named for 6 months
AI AgentsJan 2026
AWSJan 2026
CI/CDJan 2026
GitHub ActionsJan 2026
IAMJan 2026
PythonJan 2026
TerraformJan 2026
ArduPilotJan 2026

How modern is the Kestrel stack?

Cutting-edge 80/100

Kestrel scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the Kestrel stack in its industry?

Share of the 901 companies in the same industries, whose stack Alion knows, that use each technology.

AWS64%
ArduPilot1%
GDAL1%
GitHub Actions33%
OpenCV4%
PostGIS2%
PostgreSQL46%
Python77%
SNAP0%
Scikit-learn13%

Questions about the Kestrel tech stack

What programming languages does Kestrel use?

The languages named in Kestrel job postings are Python (50%), as a share of the 4 postings of the last 12 months.

Does Kestrel use ArduPilot?

Yes. ArduPilot is named in 2 of 4 job postings (50%) and required in 2 of them.

What cloud and platforms does Kestrel use?

The cloud and platforms named in Kestrel job postings are AWS (2), GitHub Actions (2), SNAP (2) (postings in brackets).

Is the Kestrel tech stack changing?

No new technology has appeared in Kestrel job postings in the last six months.

How modern is the Kestrel tech stack?

Kestrel scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the Kestrel tech stack?

Alion reads every job posting Kestrel publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 10, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Kestrel tech stack: 14 technologies from 4 job postings", as of Oct 10, 2026. https://alion.io/company/kestrel-2/technologies

Licence: CC BY-SA 4.0JSON