Accel Entertainment tech stack

Accel Entertainment builds mostly with Python, SQL, Apex. Its stack also includes Agentforce, Azure, Azure SQL Database, PyTorch. Python is named in 1 of the 3 job postings Accel Entertainment published in the last 12 months (33%). Counted by Alion from the job postings of Accel Entertainment, updated Oct 31, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 31, 2026
Technologies in use
19
Postings analysed
3
Open now
2
Modernity
74 /100

What programming languages does Accel Entertainment use?

Python is named in 33% of job postings at Accel Entertainment, followed by SQL (33%), Apex (33%).

Python 1 33% required in 100% · since Sep 2026
SQL 1 33% required in 100% · since Sep 2026
Apex 1 33% optional · 1 open now · since Oct 2026

What frameworks and libraries does Accel Entertainment use?

PyTorch is named in 33% of job postings at Accel Entertainment, followed by Scikit-learn (33%), TensorFlow (33%).

PyTorch 1 33% required in 100% · since Sep 2026
Scikit-learn 1 33% required in 100% · since Sep 2026
TensorFlow 1 33% required in 100% · since Sep 2026

What databases does Accel Entertainment use?

Azure SQL Database is named in 33% of job postings at Accel Entertainment.

Azure SQL Database 1 33% required in 100% · since Sep 2026

What cloud and platforms does Accel Entertainment use?

Agentforce is named in 33% of job postings at Accel Entertainment, followed by Azure (33%), Databricks (33%), Hugging Face (33%).

Agentforce 1 33% required in 100% · 1 open now · since Oct 2026
Azure 1 33% required in 100% · since Sep 2026
Databricks 1 33% required in 100% · since Sep 2026
Hugging Face 1 33% required in 100% · since Sep 2026
Tableau 1 33% optional · 1 open now · since Oct 2026

What developer tools does Accel Entertainment use?

GraphQL is named in 33% of job postings at Accel Entertainment, followed by Microsoft Excel (33%), Rest API (33%).

GraphQL 1 33% required in 100% · since Sep 2026
Microsoft Excel 1 33% required in 100% · 1 open now · since Sep 2026
Rest API 1 33% required in 100% · since Sep 2026

Which engineering practices does Accel Entertainment ask for?

AI Agents is named in 33% of job postings at Accel Entertainment, followed by CI/CD (33%), Machine Learning (33%), RAG (33%).

AI Agents 1 33% required in 100% · since Sep 2026
CI/CD 1 33% required in 100% · since Sep 2026
Machine Learning 1 33% required in 100% · since Sep 2026
RAG 1 33% required in 100% · since Sep 2026

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How modern is the Accel Entertainment stack?

Modern 74/100

Accel Entertainment 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 Accel Entertainment stack in its industry?

Share of the 319 companies in the same industries, whose stack Alion knows, that use each technology.

Agentforce1%
Apex3%
Azure32%
Azure SQL Database2%
Databricks9%
Hugging Face2%
PyTorch6%
Python48%
SQL51%
Scikit-learn5%

Questions about the Accel Entertainment tech stack

What programming languages does Accel Entertainment use?

The languages named in Accel Entertainment job postings are Python (33%), SQL (33%), Apex (33%), as a share of the 3 postings of the last 12 months.

What cloud and platforms does Accel Entertainment use?

The cloud and platforms named in Accel Entertainment job postings are Agentforce (1), Azure (1), Databricks (1) (postings in brackets).

Is the Accel Entertainment tech stack changing?

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

How modern is the Accel Entertainment tech stack?

Accel Entertainment 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 Accel Entertainment tech stack?

Alion reads every job posting Accel Entertainment publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 31, 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, "Accel Entertainment tech stack: 19 technologies from 3 job postings", as of Oct 31, 2026. https://alion.io/company/accel-entertainment/technologies

Licence: CC BY-SA 4.0JSON