Confido tech stack

Confido builds mostly with SQL, Python, TypeScript, Ruby. Its stack also includes Snowflake, AWS, React.js, PostgreSQL. SQL is named in 18 of the 44 job postings Confido published in the last 12 months (41%). Counted by Alion from the job postings of Confido, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
69
Postings analysed
44
Open now
20
Modernity
87 /100
New in 6 months
8

What programming languages does Confido use?

SQL is named in 41% of job postings at Confido, followed by Python (34%), TypeScript (20%), Ruby (14%).

SQL 18 41% required in 100% · 9 open now · since Nov 2025
Python 15 34% required in 80% · 7 open now · since Nov 2025
TypeScript 9 20% required in 67% · 2 open now · since Nov 2025
Ruby 6 14% required in 83% · 2 open now · since Jul 2026
JavaScript 3 7% required in 33% · 2 open now · since Nov 2025
Java 2 5% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Confido use?

React.js is named in 14% of job postings at Confido, followed by Ruby on Rails (9%), Vue.js (7%), BentoML (5%).

React.js 6 14% required in 50% · 2 open now · since Nov 2025
Ruby on Rails 4 9% required in 75% · 1 open now · since Aug 2026
Vue.js 3 7% optional · 1 open now · since Nov 2025
BentoML 2 5% optional · 1 open now · since Jul 2026
Ray 2 5% optional · 1 open now · since Jul 2026
Dagster 1 2% required in 100% · 1 open now · since Sep 2026
Tailwind CSS 1 2% required in 100% · since Aug 2026
Axios 1 2% optional · since Aug 2026
Show all (13)
Material UI1
React Router1
TruLens1
Zustand1
styled-components1

What databases does Confido use?

Snowflake is named in 30% of job postings at Confido, followed by PostgreSQL (9%), Amazon Aurora (5%), Redis (5%).

Snowflake 13 30% required in 62% · 7 open now · since Nov 2025
PostgreSQL 4 9% required in 25% · 2 open now · since Nov 2025
Amazon Aurora 2 5% optional · 1 open now · since Jul 2026
Redis 2 5% optional · 1 open now · since Jul 2026

What cloud and platforms does Confido use?

AWS is named in 23% of job postings at Confido, followed by Datadog (7%), Figma (5%), AWS Bedrock (5%).

AWS 10 23% required in 50% · 5 open now · since Nov 2025
Datadog 3 7% optional · 1 open now · since Nov 2025
Figma 2 5% required in 100% · 1 open now · since Aug 2026
AWS Bedrock 2 5% optional · 1 open now · since Jul 2026
Amazon SageMaker 2 5% optional · 1 open now · since Jul 2026
Apache Kafka 2 5% optional · 1 open now · since Jul 2026
GitHub Actions 2 5% optional · 1 open now · since Jul 2026
Kubernetes 2 5% optional · 1 open now · since Jul 2026
Show all (15)
Looker2
MLFlow2
Vertex AI2
vLLM2
Arize Phoenix1
GitHub1
LangSmith1

What developer tools does Confido use?

dbt is named in 18% of job postings at Confido, followed by ONNX (5%), TensorRT (5%), Terraform (5%).

dbt 8 18% required in 100% · 5 open now · since Jun 2026
ONNX 2 5% optional · 1 open now · since Jul 2026
TensorRT 2 5% optional · 1 open now · since Jul 2026
Terraform 2 5% optional · 1 open now · since Jul 2026
Claude Code 1 2% required in 100% · 1 open now · since Aug 2026
Cursor 1 2% required in 100% · 1 open now · since Aug 2026
Microsoft Excel 1 2% optional · 1 open now · since Jul 2026
Vite 1 2% optional · since Aug 2026

What AI and ML technologies does Confido use?

LLM is named in 20% of job postings at Confido, followed by Claude (9%), Llama (9%), VLM (5%).

LLM 9 20% required in 100% · 4 open now · since Mar 2026
Claude 4 9% optional · 1 open now · since Nov 2025
Llama 4 9% optional · since Apr 2026
VLM 2 5% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Confido ask for?

AI Agents is named in 34% of job postings at Confido, followed by Time Series Forecasting (16%), Anomaly Detection (14%), NLP (14%).

AI Agents 15 34% required in 100% · 6 open now · since Nov 2025
Time Series Forecasting 7 16% required in 100% · 5 open now · since Mar 2026
Anomaly Detection 6 14% required in 100% · 2 open now · since Mar 2026
NLP 6 14% required in 100% · 1 open now · since Apr 2026
LLM Evaluation 5 11% required in 60% · 4 open now · since Mar 2026
Recommender Systems 4 9% required in 100% · since Apr 2026
Fine-tuning 4 9% optional · since Apr 2026
Agentic Workflows 3 7% required in 100% · 3 open now · since Mar 2026
Show all (19)
ETL/ELT3
CI/CD2
Computer Vision2
Human-in-the-Loop2
LLM Guardrails2
Platform Engineering2
LLMOps2
Multimodal AI2
RAG2
Hallucination1
Multi-Agent Systems1

What does each Confido team work with?

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

Analytics

8 postings
SQL7
Snowflake3
dbt3

AI/ML

8 postings
LLM8
Java2
Python2
Ruby2
VLM2

Backend

7 postings
Python3
Ruby3
Ruby on Rails3
TypeScript3

Data Science

4 postings
AWS4
Python4
SQL4
Snowflake4
dbt4

Frontend

3 postings
React.js3
TypeScript2

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How much does Confido pay by technology?

Median stated pay of the postings that name each technology, against the median of all Confido postings with stated pay: $270k across 40 postings.

TechnologyPostings with payMedianvs company median
SQL16$225k−17%
Python14$275k+2%
Snowflake12$275k+2%
AWS9$270k0%
LLM8$290k+7%
TypeScript8$275k+2%
Ruby5$300k+11%
React.js5$270k0%

How is the Confido 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
FigmaAug 2026
Ruby on RailsAug 2026
RubyJul 2026
CI/CDJul 2026
Human-in-the-LoopJul 2026
JavaJul 2026
Platform EngineeringJul 2026
VLMJul 2026

How modern is the Confido stack?

Cutting-edge AI adopter 87/100

Confido scores 87 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: 4; legacy ones: 0.

How common is the Confido stack in its industry?

Share of the 326 companies in the same industries, whose stack Alion knows, that use each technology.

SQL55%
Python70%
Snowflake16%
AWS57%
LLM48%
TypeScript50%
React.js43%
Ruby6%
Claude34%
Llama2%

What sets Confido apart

Llama2%
Ruby on Rails3%

Questions about the Confido tech stack

What programming languages does Confido use?

The languages named in Confido job postings are SQL (41%), Python (34%), TypeScript (20%), Ruby (14%), JavaScript (7%), as a share of the 44 postings of the last 12 months.

Does Confido use React.js?

Yes. React.js is named in 6 of 44 job postings (14%) and required in 3 of them.

What cloud and platforms does Confido use?

The cloud and platforms named in Confido job postings are AWS (10), Datadog (3), Figma (2) (postings in brackets).

What skills do you need for a Analytics job at Confido?

Analytics postings at Confido most often require SQL (7), Snowflake (3), dbt (3), out of 8 postings in the last 12 months.

Is the Confido tech stack changing?

Yes. Figma, Ruby on Rails, Ruby, CI/CD first appeared in Confido job postings in the last six months.

How modern is the Confido tech stack?

Confido scores 87 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: 4; legacy ones: 0.

How does Alion know the Confido tech stack?

Alion reads every job posting Confido publishes and tags the technologies each one names. The figures on this page count the 44 postings of the last 12 months and were updated on Sep 30, 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, "Confido tech stack: 69 technologies from 44 job postings", as of Sep 30, 2026. https://alion.io/company/confido/technologies

Licence: CC BY-SA 4.0JSON