Vericast
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Vericast tech stack

Vericast builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes Azure, AWS, Trino, LangChain. Azure is named in 14 of the 25 job postings Vericast published in the last 12 months (56%). Counted by Alion from the job postings of Vericast, updated Nov 6, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 6, 2026
Technologies in use
60
Postings analysed
25
Open now
10
Modernity
77 /100
New in 6 months
8

What programming languages does Vericast use?

Python is named in 44% of job postings at Vericast, followed by SQL (32%), JavaScript (28%), Node JS (20%).

Python 11 44% required in 73% · 4 open now · since Jul 2026
SQL 8 32% required in 88% · 3 open now · since Jul 2026
JavaScript 7 28% required in 71% · 2 open now · since Jul 2026
Node JS 5 20% required in 100% · 1 open now · since Jul 2026
Java 5 20% required in 60% · 1 open now · since Jul 2026
PowerShell 2 8% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Vericast use?

LangChain is named in 24% of job postings at Vericast, followed by LangGraph (20%), Spring Boot (20%), Hadoop (12%).

LangChain 6 24% required in 83% · 2 open now · since Jul 2026
LangGraph 5 20% required in 100% · 1 open now · since Jul 2026
Spring Boot 5 20% required in 100% · 1 open now · since Jul 2026
Hadoop 3 12% required in 100% · 1 open now · since Aug 2026

What databases does Vericast use?

Trino is named in 32% of job postings at Vericast, followed by Apache Iceberg (12%), Snowflake (12%), Azure SQL Database (8%).

Trino 8 32% required in 100% · 2 open now · since Jul 2026
Apache Iceberg 3 12% required in 100% · 1 open now · since Aug 2026
Snowflake 3 12% required in 67% · 2 open now · since Oct 2026
Azure SQL Database 2 8% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Vericast use?

Azure is named in 56% of job postings at Vericast, followed by AWS (44%), GCP (40%), Windows (36%).

Azure 14 56% required in 93% · 5 open now · since Jul 2026
AWS 11 44% required in 91% · 4 open now · since Jul 2026
GCP 10 40% required in 100% · 3 open now · since Jul 2026
Windows 9 36% required in 100% · 4 open now · since Aug 2026
Kubernetes 9 36% required in 89% · 3 open now · since Jul 2026
Spark 9 36% required in 67% · 3 open now · since Jul 2026
Amazon S3 8 32% required in 100% · 2 open now · since Jul 2026
Databricks 6 24% required in 83% · 2 open now · since Jul 2026
Show all (23)
OpenShift5
Airflow3
Apache Kafka3
GitLab3
Linux3
Microsoft Entra ID3
Rancher3
Superset3
Unix3
Tableau3
Copilot Studio2
Microsoft Fabric2
Power BI2
SSAS2
LangSmith1

What developer tools does Vericast use?

pySpark is named in 36% of job postings at Vericast, followed by Copilot (20%), Model Context Protocol (20%), Rest API (20%).

pySpark 9 36% required in 89% · 3 open now · since Jul 2026
Copilot 5 20% required in 100% · 2 open now · since Jul 2026
Model Context Protocol 5 20% required in 100% · 1 open now · since Jul 2026
Rest API 5 20% required in 100% · 2 open now · since Aug 2026
Bicep 3 12% required in 100% · 1 open now · since Jul 2026
Terraform 3 12% required in 100% · 1 open now · since Jul 2026
Microsoft Excel 2 8% required in 50% · 1 open now · since Oct 2026
Docker 1 4% optional · 1 open now · since Oct 2026
Show all (9)
Git1

What AI and ML technologies does Vericast use?

LLM is named in 20% of job postings at Vericast.

LLM 5 20% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Vericast ask for?

Machine Learning is named in 44% of job postings at Vericast, followed by CI/CD (40%), ETL/ELT (40%), Platform Engineering (24%).

Machine Learning 11 44% required in 100% · 4 open now · since Jul 2026
CI/CD 10 40% required in 100% · 3 open now · since Jul 2026
ETL/ELT 10 40% required in 100% · 3 open now · since Jul 2026
Platform Engineering 6 24% required in 100% · 2 open now · since Jul 2026
AI Agents 5 20% required in 100% · 1 open now · since Jul 2026
LLM Guardrails 5 20% required in 100% · 1 open now · since Jul 2026
NLP 5 20% required in 100% · 1 open now · since Jul 2026
RAG 5 20% required in 100% · 1 open now · since Jul 2026
Show all (13)
Multi-Agent Systems3
Anomaly Detection2
Dimensional Modeling2
Function Calling2
A/B Testing1

What does each Vericast team work with?

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

AI/ML

5 postings
AWS5
Amazon S35
Azure5
Databricks5
GCP5
Kubernetes5

Data Science

4 postings
AWS3
Airflow3
Amazon S33
Apache Iceberg3
Apache Kafka3
Azure3

DevOps

3 postings
Azure3
Bicep3
Copilot3
Microsoft Entra ID3
Terraform3
Copilot Studio2

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How is the Vericast 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
Anomaly DetectionOct 2026
Azure SQL DatabaseOct 2026
Dimensional ModelingOct 2026
Microsoft FabricOct 2026
Power BIOct 2026
PowerShellOct 2026
SSASOct 2026
SnowflakeOct 2026

How modern is the Vericast stack?

Cutting-edge AI adopter 77/100

Vericast scores 77 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: 1; legacy ones: 0.

How common is the Vericast stack in its industry?

Share of the 3,606 companies in the same industries, whose stack Alion knows, that use each technology.

Azure10%
AWS16%
Python24%
GCP12%
Kubernetes10%
Spark5%
Windows8%
Amazon S35%
SQL24%
Trino1%

What sets Vericast apart

Trino1%
Databricks4%
LangChain4%
LangGraph3%
OpenShift0%
Spring Boot2%
Airflow2%
Apache Iceberg1%
GitLab4%
Hadoop2%

Questions about the Vericast tech stack

What programming languages does Vericast use?

The languages named in Vericast job postings are Python (44%), SQL (32%), JavaScript (28%), Node JS (20%), Java (20%), as a share of the 25 postings of the last 12 months.

Does Vericast use LangChain?

Yes. LangChain is named in 6 of 25 job postings (24%) and required in 5 of them.

What cloud and platforms does Vericast use?

The cloud and platforms named in Vericast job postings are Azure (14), AWS (11), GCP (10) (postings in brackets).

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

AI/ML postings at Vericast most often require AWS (5), Amazon S3 (5), Azure (5), Databricks (5), out of 5 postings in the last 12 months.

Is the Vericast tech stack changing?

Yes. Anomaly Detection, Azure SQL Database, Dimensional Modeling, Microsoft Fabric first appeared in Vericast job postings in the last six months.

How modern is the Vericast tech stack?

Vericast scores 77 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: 1; legacy ones: 0.

How does Alion know the Vericast tech stack?

Alion reads every job posting Vericast publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Nov 6, 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, "Vericast tech stack: 60 technologies from 25 job postings", as of Nov 6, 2026. https://alion.io/company/vericast/technologies

Licence: CC BY-SA 4.0JSON