ZEFR tech stack

ZEFR builds mostly with Python, Node JS, SQL, JavaScript. Its stack also includes AWS, GCP, Snowflake, PostgreSQL. Python is named in 3 of the 3 job postings ZEFR published in the last 12 months (100%). Counted by Alion from the job postings of ZEFR, updated Oct 9, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 9, 2026
Technologies in use
42
Postings analysed
3
Open now
3
Modernity
76 /100

What programming languages does ZEFR use?

Python is named in 100% of job postings at ZEFR, followed by Node JS (33%), SQL (33%), JavaScript (33%).

Python 3 100% required in 100% · 3 open now · since Jul 2026
Node JS 1 33% required in 100% · 1 open now · since Oct 2026
SQL 1 33% required in 100% · 1 open now · since Sep 2026
JavaScript 1 33% optional · 1 open now · since Oct 2026

What frameworks and libraries does ZEFR use?

Dask is named in 33% of job postings at ZEFR, followed by FastAPI (33%), Flask (33%), OpenTelemetry (33%).

Dask 1 33% required in 100% · 1 open now · since Jul 2026
FastAPI 1 33% required in 100% · 1 open now · since Oct 2026
Flask 1 33% required in 100% · 1 open now · since Oct 2026
OpenTelemetry 1 33% required in 100% · 1 open now · since Oct 2026
Pandas 1 33% required in 100% · 1 open now · since Jul 2026
Ray 1 33% required in 100% · 1 open now · since Oct 2026
React.js 1 33% required in 100% · 1 open now · since Oct 2026

What databases does ZEFR use?

Snowflake is named in 100% of job postings at ZEFR, followed by PostgreSQL (67%), DynamoDB (33%), ElasticSearch (33%).

Snowflake 3 100% required in 100% · 3 open now · since Jul 2026
PostgreSQL 2 67% required in 100% · 2 open now · since Jul 2026
DynamoDB 1 33% required in 100% · 1 open now · since Oct 2026
ElasticSearch 1 33% required in 100% · 1 open now · since Jul 2026
OpenSearch 1 33% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does ZEFR use?

AWS is named in 100% of job postings at ZEFR, followed by GCP (100%), Airflow (67%), GitHub Actions (67%).

AWS 3 100% required in 100% · 3 open now · since Jul 2026
GCP 3 100% required in 100% · 3 open now · since Jul 2026
Airflow 2 67% required in 100% · 2 open now · since Sep 2026
GitHub Actions 2 67% required in 100% · 2 open now · since Jul 2026
Kubernetes 2 67% required in 100% · 2 open now · since Jul 2026
Apache Kafka 1 33% required in 100% · 1 open now · since Jul 2026
Azure 1 33% required in 100% · 1 open now · since Jul 2026
Datadog 1 33% optional · 1 open now · since Oct 2026
Show all (12)
GitLab1
Google GKE1
Grafana1
PagerDuty1

What developer tools does ZEFR use?

ArgoCD is named in 67% of job postings at ZEFR, followed by Terraform (67%), Docker (67%), Claude Code (33%).

ArgoCD 2 67% required in 100% · 2 open now · since Jul 2026
Terraform 2 67% required in 100% · 2 open now · since Jul 2026
Docker 2 67% required in 50% · 2 open now · since Jul 2026
Claude Code 1 33% required in 100% · 1 open now · since Jul 2026
Copilot 1 33% required in 100% · 1 open now · since Jul 2026
Cursor 1 33% required in 100% · 1 open now · since Jul 2026
Model Context Protocol 1 33% required in 100% · 1 open now · since Jul 2026
Prometheus 1 33% required in 100% · 1 open now · since Oct 2026
Show all (10)
Terragrunt1
dbt1

Which engineering practices does ZEFR ask for?

Multimodal AI is named in 100% of job postings at ZEFR, followed by AI Agents (33%), CI/CD (33%), GitOps (33%).

Multimodal AI 3 100% required in 100% · 3 open now · since Jul 2026
AI Agents 1 33% required in 100% · 1 open now · since Jul 2026
CI/CD 1 33% required in 100% · 1 open now · since Oct 2026
GitOps 1 33% optional · 1 open now · since Oct 2026

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How modern is the ZEFR stack?

Cutting-edge 76/100

ZEFR scores 76 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 ZEFR stack in its industry?

Share of the 3,218 companies in the same industries, whose stack Alion knows, that use each technology.

AWS46%
GCP33%
Python59%
Snowflake14%
Airflow5%
GitHub Actions16%
Kubernetes36%
PostgreSQL30%
Apache Kafka17%
Azure36%

Questions about the ZEFR tech stack

What programming languages does ZEFR use?

The languages named in ZEFR job postings are Python (100%), Node JS (33%), SQL (33%), JavaScript (33%), as a share of the 3 postings of the last 12 months.

Does ZEFR use AWS?

Yes. AWS is named in 3 of 3 job postings (100%) and required in 3 of them.

What cloud and platforms does ZEFR use?

The cloud and platforms named in ZEFR job postings are AWS (3), GCP (3), Airflow (2) (postings in brackets).

Is the ZEFR tech stack changing?

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

How modern is the ZEFR tech stack?

ZEFR scores 76 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 ZEFR tech stack?

Alion reads every job posting ZEFR 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 9, 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, "ZEFR tech stack: 42 technologies from 3 job postings", as of Oct 9, 2026. https://alion.io/company/zefr/technologies

Licence: CC BY-SA 4.0JSON