Benevity tech stack

Benevity builds mostly with Python, PowerShell, Java, PHP. Its stack also includes AWS, GCP, PyTorch, Scikit-learn. AWS is named in 13 of the 18 job postings Benevity published in the last 12 months (72%). Counted by Alion from the job postings of Benevity, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
80
Postings analysed
18
Open now
8
Modernity
79 /100
New in 6 months
8

What programming languages does Benevity use?

Python is named in 56% of job postings at Benevity, followed by PowerShell (28%), Java (17%), PHP (17%).

Python 10 56% required in 60% · 6 open now · since Jun 2026
PowerShell 5 28% required in 60% · 2 open now · since Jul 2026
Java 3 17% required in 33% · since Jun 2026
PHP 3 17% required in 33% · since Jun 2026
LookML 2 11% required in 100% · 2 open now · since Sep 2026
JavaScript 2 11% optional · since Aug 2026
Node JS 2 11% optional · since Aug 2026
SQL 2 11% optional · 2 open now · since Sep 2026

What frameworks and libraries does Benevity use?

PyTorch is named in 28% of job postings at Benevity, followed by Scikit-learn (28%), TensorFlow (28%), LangChain (17%).

PyTorch 5 28% required in 60% · 4 open now · since Jun 2026
Scikit-learn 5 28% required in 60% · 4 open now · since Jun 2026
TensorFlow 5 28% required in 60% · 4 open now · since Jun 2026
LangChain 3 17% required in 100% · 2 open now · since Jun 2026
LlamaIndex 3 17% required in 100% · 2 open now · since Jun 2026
Commander.js 2 11% required in 100% · since Aug 2026
Flink 2 11% required in 100% · 2 open now · since Sep 2026
Feast 2 11% optional · 2 open now · since Sep 2026
Show all (15)
LightGBM2
Matplotlib2
NumPy2
Pandas2
Plotly2
Seaborn2
XGBoost2

What databases does Benevity use?

BigQuery is named in 22% of job postings at Benevity, followed by Google BigQuery (22%), Apache Iceberg (11%), Snowflake (11%).

BigQuery 4 22% required in 50% · 4 open now · since Sep 2026
Google BigQuery 4 22% required in 50% · 4 open now · since Sep 2026
Apache Iceberg 2 11% required in 100% · 2 open now · since Sep 2026
Snowflake 2 11% optional · 2 open now · since Sep 2026

What cloud and platforms does Benevity use?

AWS is named in 72% of job postings at Benevity, followed by GCP (61%), Azure (50%), SIEM (22%).

AWS 13 72% required in 69% · 8 open now · since Jun 2026
GCP 11 61% required in 64% · 8 open now · since Jun 2026
Azure 9 50% required in 56% · 6 open now · since Jun 2026
SIEM 4 22% required in 100% · 2 open now · since Aug 2026
Looker 4 22% required in 50% · 4 open now · since Sep 2026
Airflow 2 11% required in 100% · 2 open now · since Sep 2026
Alation 2 11% required in 100% · since Aug 2026
Amazon S3 2 11% required in 100% · 2 open now · since Sep 2026
Show all (19)
Apache Kafka2
Collibra2
Amazon SageMaker2
GitHub Actions2
Kubeflow2
Kubernetes2
MLFlow2
Power BI2
Tableau2
Vertex AI2
Okta1

What developer tools does Benevity use?

AWS Glue is named in 22% of job postings at Benevity, followed by dbt (22%), Google ADK (17%), Apache HTTP Server (11%).

AWS Glue 4 22% required in 100% · 2 open now · since Aug 2026
dbt 4 22% required in 100% · 2 open now · since Aug 2026
Google ADK 3 17% required in 100% · 2 open now · since Jun 2026
Apache HTTP Server 2 11% required in 100% · since Aug 2026
Cursor 2 11% required in 100% · 2 open now · since Sep 2026
Git 2 11% required in 100% · 2 open now · since Sep 2026
Great Expectations 2 11% required in 100% · since Aug 2026
Docker 2 11% optional · 2 open now · since Sep 2026
Show all (9)
Jenkins2

What AI and ML technologies does Benevity use?

LLM is named in 28% of job postings at Benevity, followed by Claude (11%).

LLM 5 28% required in 100% · 2 open now · since Jun 2026
Claude 2 11% required in 100% · since Aug 2026

Which engineering practices does Benevity ask for?

CI/CD is named in 50% of job postings at Benevity, followed by A/B Testing (39%), Agentic Workflows (33%), AI Agents (28%).

CI/CD 9 50% required in 78% · 6 open now · since Jun 2026
A/B Testing 7 39% required in 100% · 4 open now · since Jun 2026
Agentic Workflows 6 33% required in 100% · 4 open now · since Aug 2026
AI Agents 5 28% required in 100% · 2 open now · since Jun 2026
Feature Store 5 28% required in 100% · 4 open now · since Jun 2026
Function Calling 5 28% required in 100% · 2 open now · since Jun 2026
Machine Learning 5 28% required in 100% · 4 open now · since Jun 2026
RAG 5 28% required in 100% · 2 open now · since Jun 2026
Show all (23)
Anomaly Detection4
Chain-of-Thought3
Few-Shot Learning3
Hallucination3
Human-in-the-Loop3
LLM Guardrails3
Prompt Engineering3
Interpretability2
NLP2
SLI/SLO/SLA2
Time Series Forecasting2
Tool Use2
Reinforcement Learning2
DNS1
Wi-Fi1

What does each Benevity team work with?

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

AI/ML

5 postings
AWS3
GCP3
Google ADK3
LLM3
LangChain3
LlamaIndex3

Security

4 postings
AWS2
Commander.js2
LLM2
PowerShell2
Python2
SIEM2

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How much does Benevity pay by technology?

Median stated pay of the postings that name each technology, against the median of all Benevity postings with stated pay: $116k across 8 postings.

TechnologyPostings with payMedianvs company median
AWS6$125k+8%
GCP5$125k+8%

How is the Benevity 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
GitSep 2026
InterpretabilitySep 2026
NLPSep 2026
Time Series ForecastingSep 2026
Amazon SageMakerSep 2026
DockerSep 2026
FeastSep 2026
KubeflowSep 2026

How modern is the Benevity stack?

Cutting-edge AI adopter 79/100

Benevity scores 79 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: 2; legacy ones: 0.

Questions about the Benevity tech stack

What programming languages does Benevity use?

The languages named in Benevity job postings are Python (56%), PowerShell (28%), Java (17%), PHP (17%), LookML (11%), as a share of the 18 postings of the last 12 months.

Does Benevity use PyTorch?

Yes. PyTorch is named in 5 of 18 job postings (28%) and required in 3 of them.

What cloud and platforms does Benevity use?

The cloud and platforms named in Benevity job postings are AWS (13), GCP (11), Azure (9) (postings in brackets).

What skills do you need for a AI/ML job at Benevity?

AI/ML postings at Benevity most often require AWS (3), GCP (3), Google ADK (3), LLM (3), out of 5 postings in the last 12 months.

Is the Benevity tech stack changing?

Yes. Git, Interpretability, NLP, Time Series Forecasting first appeared in Benevity job postings in the last six months.

How modern is the Benevity tech stack?

Benevity scores 79 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: 2; legacy ones: 0.

How does Alion know the Benevity tech stack?

Alion reads every job posting Benevity publishes and tags the technologies each one names. The figures on this page count the 18 postings of the last 12 months and were updated on Sep 26, 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, "Benevity tech stack: 80 technologies from 18 job postings", as of Sep 26, 2026. https://alion.io/company/benevity/technologies

Licence: CC BY-SA 4.0JSON