Rifa tech stack

Rifa builds mostly with Python. Its stack also includes Kubernetes, OpenAI, PostgreSQL, DeepEval. Python is named in 4 of the 6 job postings Rifa published in the last 12 months (67%). Counted by Alion from the job postings of Rifa, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
22
Postings analysed
6
Open now
6
Modernity
74 /100

What programming languages does Rifa use?

Python is named in 67% of job postings at Rifa.

Python 4 67% required in 100% · 4 open now · since Aug 2026

What frameworks and libraries does Rifa use?

DeepEval is named in 67% of job postings at Rifa, followed by FastAPI (67%), OpenTelemetry (33%).

DeepEval 4 67% required in 100% · 4 open now · since Aug 2026
FastAPI 4 67% required in 100% · 4 open now · since Aug 2026
OpenTelemetry 2 33% required in 100% · 2 open now · since Aug 2026

What databases does Rifa use?

PostgreSQL is named in 67% of job postings at Rifa.

PostgreSQL 4 67% required in 100% · 4 open now · since Aug 2026

What cloud and platforms does Rifa use?

Kubernetes is named in 67% of job postings at Rifa, followed by OpenAI (67%), Twilio (67%).

Kubernetes 4 67% required in 100% · 4 open now · since Aug 2026
OpenAI 4 67% required in 100% · 4 open now · since Aug 2026
Twilio 4 67% required in 100% · 4 open now · since Aug 2026

What developer tools does Rifa use?

ArgoCD is named in 67% of job postings at Rifa, followed by SigNoz (67%), WebSockets (67%), WebRTC (33%).

ArgoCD 4 67% required in 100% · 4 open now · since Aug 2026
SigNoz 4 67% required in 100% · 4 open now · since Aug 2026
WebSockets 4 67% required in 100% · 4 open now · since Aug 2026
WebRTC 2 33% required in 100% · 2 open now · since Aug 2026

What AI and ML technologies does Rifa use?

LLM is named in 33% of job postings at Rifa.

LLM 2 33% required in 100% · 2 open now · since Aug 2026

Which engineering practices does Rifa ask for?

AI Agents is named in 100% of job postings at Rifa, followed by GitOps (67%), LLM Guardrails (67%), Text-to-Speech (67%).

AI Agents 6 100% required in 100% · 6 open now · since Aug 2026
GitOps 4 67% required in 100% · 4 open now · since Aug 2026
LLM Guardrails 4 67% required in 100% · 4 open now · since Aug 2026
Text-to-Speech 4 67% required in 100% · 4 open now · since Aug 2026
A/B Testing 2 33% required in 100% · 2 open now · since Aug 2026
CI/CD 2 33% required in 100% · 2 open now · since Aug 2026
IAM 2 33% required in 100% · 2 open now · since Aug 2026
RAG 2 33% required in 100% · 2 open now · since Aug 2026
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Voice Agents2

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How modern is the Rifa stack?

Modern AI adopter 74/100

Rifa 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: 1; legacy ones: 0.

How common is the Rifa stack in its industry?

Share of the 994 companies in the same industries, whose stack Alion knows, that use each technology.

DeepEval1%
FastAPI13%
Kubernetes41%
OpenAI19%
PostgreSQL35%
Python67%
Twilio5%
LLM54%
OpenTelemetry9%

What sets Rifa apart

DeepEval1%

Questions about the Rifa tech stack

What programming languages does Rifa use?

The languages named in Rifa job postings are Python (67%), as a share of the 6 postings of the last 12 months.

Does Rifa use DeepEval?

Yes. DeepEval is named in 4 of 6 job postings (67%) and required in 4 of them.

What cloud and platforms does Rifa use?

The cloud and platforms named in Rifa job postings are Kubernetes (4), OpenAI (4), Twilio (4) (postings in brackets).

Is the Rifa tech stack changing?

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

How modern is the Rifa tech stack?

Rifa 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: 1; legacy ones: 0.

How does Alion know the Rifa tech stack?

Alion reads every job posting Rifa publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Sep 29, 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, "Rifa tech stack: 22 technologies from 6 job postings", as of Sep 29, 2026. https://alion.io/company/rifa/technologies

Licence: CC BY-SA 4.0JSON