Specialized
Bicycles & Cycling

Specialized tech stack

Specialized builds mostly with SQL, Python, Kotlin, JavaScript. Its stack also includes AWS, Snowflake, Power BI, Kotlin Multiplatform. SQL is named in 9 of the 41 job postings Specialized published in the last 12 months (22%). Counted by Alion from the job postings of Specialized, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
104
Postings analysed
41
Open now
32
Modernity
79 /100
New in 6 months
8

What programming languages does Specialized use?

SQL is named in 22% of job postings at Specialized, followed by Python (20%), Kotlin (10%), JavaScript (7%).

SQL 9 22% required in 78% · 8 open now · since Jun 2026
Python 8 20% required in 100% · 6 open now · since Jun 2026
Kotlin 4 10% required in 100% · since May 2026
JavaScript 3 7% optional · 3 open now · since Jul 2026
C++ 2 5% required in 100% · 2 open now · since Aug 2026
Go 2 5% required in 100% · 2 open now · since Aug 2026
PowerShell 2 5% required in 50% · 1 open now · since Jun 2026
Java 1 2% required in 100% · 1 open now · since Jun 2026
Show all (10)
Swift1
TypeScript1

What frameworks and libraries does Specialized use?

Kotlin Multiplatform is named in 10% of job postings at Specialized, followed by Appium (5%), Dagster (5%), Espresso (5%).

Kotlin Multiplatform 4 10% required in 100% · since May 2026
Appium 2 5% required in 100% · 2 open now · since May 2026
Dagster 2 5% required in 100% · 2 open now · since Jun 2026
Espresso 2 5% required in 100% · 2 open now · since May 2026
Flink 2 5% required in 100% · 2 open now · since Jun 2026
Jetpack Compose 2 5% required in 100% · since May 2026
XCTest 2 5% required in 100% · 2 open now · since May 2026
HTMX 2 5% optional · 2 open now · since Aug 2026
Show all (18)
Bootstrap1
Combine1
Hilt1
Koin1
Ktor1
Next.js1
React.js1
SwiftUI1
Tailwind CSS1
Playwright1

What databases does Specialized use?

Snowflake is named in 20% of job postings at Specialized, followed by Oracle (7%), Google BigQuery (5%), OpenSearch (5%).

Snowflake 8 20% required in 63% · 7 open now · since Jun 2026
Oracle 3 7% required in 100% · 2 open now · since Jun 2026
Google BigQuery 2 5% required in 100% · 2 open now · since Jun 2026
OpenSearch 2 5% required in 100% · 2 open now · since Jul 2026
MySQL 2 5% optional · 2 open now · since Aug 2026
Core Data 1 2% optional · since Jul 2026

What cloud and platforms does Specialized use?

AWS is named in 20% of job postings at Specialized, followed by Power BI (17%), Tableau (17%), GitHub (15%).

AWS 8 20% required in 75% · 8 open now · since Jul 2026
Power BI 7 17% required in 71% · 6 open now · since Jun 2025
Tableau 7 17% required in 57% · 6 open now · since Jun 2026
GitHub 6 15% required in 50% · 6 open now · since Jun 2026
Azure 4 10% required in 100% · 4 open now · since Jun 2026
Microsoft Entra ID 3 7% required in 33% · 3 open now · since Jun 2026
API Gateway 2 5% required in 100% · 2 open now · since Aug 2026
AWS Lambda 2 5% required in 100% · 2 open now · since Aug 2026
Show all (23)
Amazon CloudWatch2
Amazon ECS2
Amazon EventBridge2
Amazon Kinesis2
Anthropic2
Apache Kafka2
Databricks2
Grafana2
OpenAI2
Prefect2
SIEM2
GitHub Actions1
Linux1
Unix1
Figma1

What developer tools does Specialized use?

Rest API is named in 12% of job postings at Specialized, followed by Terraform (12%), Copilot (10%), Microsoft Excel (10%).

Rest API 5 12% required in 100% · 4 open now · since May 2026
Terraform 5 12% required in 60% · 5 open now · since Jul 2026
Copilot 4 10% required in 100% · 3 open now · since May 2026
Microsoft Excel 4 10% required in 100% · 3 open now · since Sep 2026
dbt 4 10% required in 100% · 4 open now · since Jun 2026
Git 3 7% required in 33% · 3 open now · since Jul 2026
Matillion 3 7% optional · 3 open now · since Jun 2026
Adobe Photoshop 2 5% required in 100% · 1 open now · since Sep 2026
Show all (19)
Cortex2
Cursor2
Docker2
Fivetran2
Prometheus2
Alteryx1
LIMS1
Mandiant capa1
SolidWorks1
Webpack1
npm1

What AI and ML technologies does Specialized use?

Claude is named in 5% of job postings at Specialized, followed by LLM (5%).

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

Which engineering practices does Specialized ask for?

CI/CD is named in 15% of job postings at Specialized, followed by ETL/ELT (12%), Machine Learning (10%), LLM Guardrails (7%).

CI/CD 6 15% required in 100% · 5 open now · since May 2026
ETL/ELT 5 12% required in 80% · 5 open now · since Jun 2026
Machine Learning 4 10% required in 50% · 4 open now · since Jun 2026
LLM Guardrails 3 7% required in 100% · 3 open now · since Jun 2026
Prompt Engineering 3 7% required in 100% · 2 open now · since Jun 2026
MVVM 3 7% required in 67% · since May 2026
Anomaly Detection 2 5% required in 100% · 2 open now · since Jun 2026
Feature Store 2 5% required in 100% · 2 open now · since Jun 2026
Show all (25)
Human-in-the-Loop2
Master Data Management2
NLP2
RAG2
Recommender Systems2
Clean Architecture2
MVC2
MVP2
AI Agents1
CAPA1
Computer Vision1
Dependency Injection1
Digital Twin1
IAM1
Modularization1
Platform Engineering1
Reactive Programming1

What other technologies does Specialized use?

Kotlin Coroutines is named in 5% of job postings at Specialized.

Kotlin Coroutines 2 5% required in 100% · since May 2026

What does each Specialized team work with?

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

Product

6 postings
Anthropic2
Azure2
Cortex2
Fivetran2
OpenAI2
Snowflake2

Operations

6 postings
Microsoft Excel3
Power BI3
Tableau2

Analytics

4 postings
Copilot3
Python3
SQL3
Amazon Kinesis2
Apache Kafka2
Claude2

Data Science

3 postings
Python2
SQL2

Backend

3 postings
API Gateway2
AWS2
AWS Lambda2
Amazon ECS2
Amazon EventBridge2
C++2

Mobile

3 postings
Kotlin3
Kotlin Multiplatform3
Jetpack Compose2
Kotlin Coroutines2

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How is the Specialized 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
SIEMSep 2026
Microsoft ExcelSep 2026
Adobe PhotoshopSep 2026
API GatewayAug 2026
AWS LambdaAug 2026
Amazon ECSAug 2026
Amazon EventBridgeAug 2026
C++Aug 2026
Rising
Microsoft Excel0% → 21%
Power BI9% → 26%
AWS14% → 26%
Rest API9% → 16%
Terraform9% → 16%
Falling
Snowflake32% → 5%
dbt18% → 0%
Python27% → 11%
LLM Guardrails14% → 0%
ETL/ELT18% → 5%
Tableau23% → 11%
Copilot14% → 5%
Machine Learning14% → 5%

How modern is the Specialized stack?

Cutting-edge AI adopter 79/100

Specialized 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 common is the Specialized stack in its industry?

Share of the 87 companies in the same industries, whose stack Alion knows, that use each technology.

SQL15%
AWS7%
Python13%
Snowflake2%
Power BI8%
Tableau3%
GitHub3%
Azure6%
Kotlin3%
Kotlin Multiplatform1%

What sets Specialized apart

Snowflake2%
Tableau3%
GitHub3%
Kotlin3%
Kotlin Multiplatform1%
Oracle1%

Questions about the Specialized tech stack

What programming languages does Specialized use?

The languages named in Specialized job postings are SQL (22%), Python (20%), Kotlin (10%), JavaScript (7%), C++ (5%), as a share of the 41 postings of the last 12 months.

Does Specialized use Kotlin Multiplatform?

Yes. Kotlin Multiplatform is named in 4 of 41 job postings (10%) and required in 4 of them.

What cloud and platforms does Specialized use?

The cloud and platforms named in Specialized job postings are AWS (8), Power BI (7), Tableau (7) (postings in brackets).

What skills do you need for a Product job at Specialized?

Product postings at Specialized most often require Anthropic (2), Azure (2), Cortex (2), Fivetran (2), out of 6 postings in the last 12 months.

Is the Specialized tech stack changing?

Yes. SIEM, Microsoft Excel, Adobe Photoshop, API Gateway first appeared in Specialized job postings in the last six months.

How modern is the Specialized tech stack?

Specialized 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 Specialized tech stack?

Alion reads every job posting Specialized publishes and tags the technologies each one names. The figures on this page count the 41 postings of the last 12 months and were updated on Nov 10, 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, "Specialized tech stack: 104 technologies from 41 job postings", as of Nov 10, 2026. https://alion.io/company/specialized-com/technologies

Licence: CC BY-SA 4.0JSON