Aperio Global tech stack

Aperio Global builds mostly with Python, Java, C++, SQL. Its stack also includes Spark, AWS, ElasticSearch, PostgreSQL. Python is named in 11 of the 15 job postings Aperio Global published in the last 12 months (73%). Counted by Alion from the job postings of Aperio Global, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
57
Postings analysed
15
Open now
15
Modernity
80 /100
New in 6 months
8

What programming languages does Aperio Global use?

Python is named in 73% of job postings at Aperio Global, followed by Java (33%), C++ (20%), SQL (13%).

Python 11 73% required in 100% · 11 open now · since Feb 2026
Java 5 33% required in 60% · 5 open now · since Feb 2026
C++ 3 20% required in 100% · 3 open now · since Jul 2026
SQL 2 13% required in 100% · 2 open now · since May 2026
Bash 1 7% required in 100% · 1 open now · since Jul 2026
MATLAB 1 7% required in 100% · 1 open now · since Aug 2026
SAS 1 7% required in 100% · 1 open now · since Aug 2026
JavaScript 1 7% optional · 1 open now · since Sep 2026
Show all (9)
Rust1

What frameworks and libraries does Aperio Global use?

Hadoop is named in 7% of job postings at Aperio Global, followed by PostGIS (7%), GDAL (7%).

Hadoop 1 7% required in 100% · 1 open now · since Jun 2026
PostGIS 1 7% required in 100% · 1 open now · since Aug 2026
GDAL 1 7% optional · 1 open now · since Aug 2026

What databases does Aperio Global use?

ElasticSearch is named in 20% of job postings at Aperio Global, followed by PostgreSQL (7%).

ElasticSearch 3 20% required in 67% · 3 open now · since Apr 2026
PostgreSQL 1 7% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does Aperio Global use?

Spark is named in 27% of job postings at Aperio Global, followed by AWS (20%), GitLab (13%), Linux (13%).

Spark 4 27% required in 25% · 4 open now · since Feb 2026
AWS 3 20% required in 33% · 3 open now · since Apr 2026
GitLab 2 13% required in 100% · 2 open now · since Feb 2026
Linux 2 13% required in 100% · 2 open now · since Jul 2026
Tableau 2 13% required in 100% · 2 open now · since May 2026
Grafana 2 13% required in 50% · 2 open now · since May 2026
SIEM 2 13% required in 50% · 2 open now · since May 2026
AWS Bedrock 1 7% required in 100% · 1 open now · since Apr 2026
Show all (20)
Amazon EKS1
Amazon SageMaker1
Apache Kafka1
Databricks1
Hugging Face1
Kubernetes1
OpenAI1
Splunk1
Unix1
Amazon S31
Kibana1
Red Hat1

What developer tools does Aperio Global use?

pySpark is named in 27% of job postings at Aperio Global, followed by Git (20%), Claude Code (13%), OpenAI Codex (13%).

pySpark 4 27% required in 100% · 4 open now · since Feb 2026
Git 3 20% required in 67% · 3 open now · since Apr 2026
Claude Code 2 13% optional · 2 open now · since Aug 2026
OpenAI Codex 2 13% optional · 2 open now · since Aug 2026
Ansible 1 7% optional · 1 open now · since Jul 2026
Docker 1 7% optional · 1 open now · since Jul 2026
Maven 1 7% optional · 1 open now · since Sep 2026
Model Context Protocol 1 7% optional · 1 open now · since Jun 2026
Show all (15)
Nginx1
Prometheus1
QGIS1
Tcpdump1
Terraform1
Wireshark1
Xilinx Vivado1

What AI and ML technologies does Aperio Global use?

LLM is named in 13% of job postings at Aperio Global.

LLM 2 13% required in 100% · 2 open now · since Jun 2026

Which engineering practices does Aperio Global ask for?

Machine Learning is named in 27% of job postings at Aperio Global, followed by RAG (20%), PKI (13%), CI/CD (13%).

Machine Learning 4 27% required in 75% · 4 open now · since Feb 2026
RAG 3 20% required in 33% · 3 open now · since Jun 2026
PKI 2 13% required in 100% · 2 open now · since May 2026
CI/CD 2 13% required in 50% · 2 open now · since Aug 2026
ETL/ELT 1 7% required in 100% · 1 open now · since Jun 2026
Fine-tuning 1 7% required in 100% · 1 open now · since Aug 2026
AI Agents 1 7% optional · 1 open now · since Jun 2026

What does each Aperio Global team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Backend

5 postings
Python4
C++2
Java2
pySpark2

AI/ML

3 postings
Python3
Git2
LLM2

Data Science

3 postings
Python3
SQL2
Tableau2

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How is the Aperio Global 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.

First appeared
CI/CDAug 2026
Claude CodeAug 2026
OpenAI CodexAug 2026
C++Jul 2026
LinuxJul 2026
RAGJun 2026
LLMJun 2026
PKIMay 2026

How modern is the Aperio Global stack?

Cutting-edge AI adopter 80/100

Aperio Global 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: 1; legacy ones: 0.

How common is the Aperio Global stack in its industry?

Share of the 3,274 companies in the same industries, whose stack Alion knows, that use each technology.

Python59%
Java23%
Spark11%
AWS46%
C++16%
ElasticSearch9%
GitLab11%
Grafana15%
LLM34%
Linux28%

Questions about the Aperio Global tech stack

What programming languages does Aperio Global use?

The languages named in Aperio Global job postings are Python (73%), Java (33%), C++ (20%), SQL (13%), Bash (7%), as a share of the 15 postings of the last 12 months.

Does Aperio Global use Spark?

Yes. Spark is named in 4 of 15 job postings (27%) and required in 1 of them.

What cloud and platforms does Aperio Global use?

The cloud and platforms named in Aperio Global job postings are Spark (4), AWS (3), GitLab (2) (postings in brackets).

What skills do you need for a Backend job at Aperio Global?

Backend postings at Aperio Global most often require Python (4), C++ (2), Java (2), pySpark (2), out of 5 postings in the last 12 months.

Is the Aperio Global tech stack changing?

Yes. CI/CD, Claude Code, OpenAI Codex, C++ first appeared in Aperio Global job postings in the last six months.

How modern is the Aperio Global tech stack?

Aperio Global 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: 1; legacy ones: 0.

How does Alion know the Aperio Global tech stack?

Alion reads every job posting Aperio Global publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Oct 1, 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, "Aperio Global tech stack: 57 technologies from 15 job postings", as of Oct 1, 2026. https://alion.io/company/aperioglobal/technologies

Licence: CC BY-SA 4.0JSON