Overstory tech stack

Overstory builds mostly with Python. Its stack also includes GCP, Vertex AI, PyTorch, XGBoost. GCP is named in 5 of the 8 job postings Overstory published in the last 12 months (63%). Counted by Alion from the job postings of Overstory, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
21
Postings analysed
8
Open now
6
Modernity
74 /100

What programming languages does Overstory use?

Python is named in 25% of job postings at Overstory.

Python 2 25% required in 100% · 2 open now · since Dec 2024

What frameworks and libraries does Overstory use?

PyTorch is named in 25% of job postings at Overstory, followed by XGBoost (25%), Dagster (13%), LightGBM (13%).

PyTorch 2 25% required in 100% · 2 open now · since Oct 2025
XGBoost 2 25% required in 100% · 2 open now · since Oct 2025
Dagster 1 13% required in 100% · 1 open now · since Sep 2026
LightGBM 1 13% required in 100% · 1 open now · since Oct 2025
Scikit-learn 1 13% required in 100% · 1 open now · since Aug 2026
TensorFlow 1 13% required in 100% · 1 open now · since Oct 2025

What databases does Overstory use?

BigQuery is named in 13% of job postings at Overstory, followed by Google BigQuery (13%).

BigQuery 1 13% optional · 1 open now · since Sep 2026
Google BigQuery 1 13% optional · 1 open now · since Sep 2026

What cloud and platforms does Overstory use?

GCP is named in 63% of job postings at Overstory, followed by Vertex AI (25%), AWS (13%), Azure (13%).

GCP 5 63% required in 80% · 4 open now · since Oct 2025
Vertex AI 2 25% required in 50% · 2 open now · since Oct 2025
AWS 1 13% required in 100% · 1 open now · since May 2026
Azure 1 13% required in 100% · 1 open now · since May 2026
Kubernetes 1 13% required in 100% · since Feb 2026
Prefect 1 13% required in 100% · 1 open now · since Sep 2026
SIEM 1 13% optional · 1 open now · since May 2026

What developer tools does Overstory use?

QGIS is named in 13% of job postings at Overstory.

QGIS 1 13% required in 100% · since Aug 2026

Which engineering practices does Overstory ask for?

Machine Learning is named in 63% of job postings at Overstory, followed by Computer Vision (25%), Interpretability (25%), CI/CD (13%).

Machine Learning 5 63% required in 100% · 4 open now · since Dec 2024
Computer Vision 2 25% required in 50% · 2 open now · since Oct 2025
Interpretability 2 25% required in 50% · 2 open now · since Oct 2025
CI/CD 1 13% required in 100% · since Feb 2026

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How modern is the Overstory stack?

Modern 74/100

Overstory scores 74 out of 100 (Modern). 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 Overstory stack in its industry?

Share of the 1,360 companies in the same industries, whose stack Alion knows, that use each technology.

GCP24%
PyTorch18%
Python58%
Vertex AI2%
XGBoost1%
AWS38%
Azure28%
BigQuery3%
Dagster2%
Google BigQuery4%

Questions about the Overstory tech stack

What programming languages does Overstory use?

The languages named in Overstory job postings are Python (25%), as a share of the 8 postings of the last 12 months.

Does Overstory use PyTorch?

Yes. PyTorch is named in 2 of 8 job postings (25%) and required in 2 of them.

What cloud and platforms does Overstory use?

The cloud and platforms named in Overstory job postings are GCP (5), Vertex AI (2), AWS (1) (postings in brackets).

Is the Overstory tech stack changing?

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

How modern is the Overstory tech stack?

Overstory scores 74 out of 100 (Modern). 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 Overstory tech stack?

Alion reads every job posting Overstory publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 17, 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, "Overstory tech stack: 21 technologies from 8 job postings", as of Oct 17, 2026. https://alion.io/company/overstory/technologies

Licence: CC BY-SA 4.0JSON