Datavail
Managed IT Services (MSP) · Cloud Consulting & Migration

Datavail tech stack

Datavail builds mostly with SQL, Python, PowerShell, C#. Its stack also includes Azure, AWS, Snowflake, MS SQL. SQL is named in 21 of the 33 job postings Datavail published in the last 12 months (64%). Counted by Alion from the job postings of Datavail, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
116
Postings analysed
33
Open now
18
Modernity
82 /100
New in 6 months
8

What programming languages does Datavail use?

SQL is named in 64% of job postings at Datavail, followed by Python (39%), PowerShell (27%), C# (6%).

SQL 21 64% required in 95% · 11 open now · since Jun 2026
Python 13 39% required in 69% · 7 open now · since Jul 2026
PowerShell 9 27% required in 44% · 6 open now · since Jul 2026
C# 2 6% required in 50% · 2 open now · since Oct 2026
JavaScript 2 6% required in 50% · 1 open now · since Jun 2026
TypeScript 1 3% optional · 1 open now · since Oct 2026

What frameworks and libraries does Datavail use?

ASP.NET Core is named in 6% of job postings at Datavail, followed by OpenTelemetry (3%), React.js (3%), Entity Framework Core (3%).

ASP.NET Core 2 6% required in 50% · 2 open now · since Oct 2026
OpenTelemetry 1 3% required in 100% · 1 open now · since Oct 2026
React.js 1 3% required in 100% · 1 open now · since Oct 2026
Entity Framework Core 1 3% optional · 1 open now · since Oct 2026

What databases does Datavail use?

Snowflake is named in 24% of job postings at Datavail, followed by MS SQL (21%), Delta Lake (15%), Oracle (15%).

Snowflake 8 24% required in 75% · 4 open now · since Jun 2026
MS SQL 7 21% required in 100% · 5 open now · since Jul 2026
Delta Lake 5 15% required in 100% · 2 open now · since Sep 2026
Oracle 5 15% required in 100% · 3 open now · since Jul 2026
Azure SQL Database 4 12% required in 100% · 3 open now · since Sep 2026
MySQL 3 9% required in 100% · 2 open now · since Jul 2026
PostgreSQL 2 6% required in 100% · 1 open now · since Jul 2026
Amazon Redshift 1 3% required in 100% · 1 open now · since Aug 2026
Show all (13)
Azure Cosmos DB1
Cassandra1
ElasticSearch1
OpenSearch1
Amazon Aurora1

What cloud and platforms does Datavail use?

Azure is named in 61% of job postings at Datavail, followed by AWS (45%), Power BI (30%), Databricks (30%).

Azure 20 61% required in 85% · 11 open now · since Jul 2026
AWS 15 45% required in 80% · 7 open now · since Jun 2026
Power BI 10 30% required in 90% · 4 open now · since Aug 2026
Databricks 10 30% required in 80% · 3 open now · since Jun 2026
Microsoft Fabric 8 24% required in 75% · 5 open now · since Jul 2026
Spark 8 24% required in 63% · 5 open now · since Aug 2026
Azure DevOps 7 21% required in 86% · 4 open now · since Sep 2026
SSAS 4 12% required in 100% · 3 open now · since Sep 2026
Show all (41)
AWS Lambda3
GitHub3
Grafana3
OpenAI3
Windows3
Amazon CloudWatch3
GCP3
Active Directory2
Datadog2
Linux2
Amazon ECS2
Amazon S32
GitHub Actions2
Tableau2
AWS Fargate1
AWS Step Functions1
Amazon EC21
Amazon EKS1
Azure AKS1
Cognos1
DLP1
Erwin1
Kibana1
Kubernetes1
Looker1
Microsoft Entra ID1
SAP BusinessObjects1
SIEM1
Webflow1
AWS Bedrock1
Amazon SageMaker1
GitLab CI1

And 1 more, each named in fewer postings.

What developer tools does Datavail use?

Git is named in 30% of job postings at Datavail, followed by Azure Data Factory (24%), pySpark (24%), SSIS (21%).

Git 10 30% required in 90% · 8 open now · since Aug 2026
Azure Data Factory 8 24% required in 100% · 5 open now · since Aug 2026
pySpark 8 24% required in 75% · 5 open now · since Aug 2026
SSIS 7 21% required in 100% · 6 open now · since Aug 2026
Rest API 7 21% required in 86% · 7 open now · since Sep 2026
Terraform 6 18% required in 83% · 5 open now · since Aug 2026
Bicep 4 12% required in 75% · 3 open now · since Sep 2026
Prometheus 2 6% required in 100% · 1 open now · since Jul 2026
Show all (24)
Ansible2
CloudFormation2
Copilot2
Docker2
AWS CDK1
Hyper-V1
Jaeger1
Microsoft Excel1
Model Context Protocol1
Podman1
Chef1
FHIR1
HL71
Jenkins1
Puppet1
dbt1

What AI and ML technologies does Datavail use?

LLM is named in 3% of job postings at Datavail, followed by ChatGPT (3%), Claude (3%).

LLM 1 3% required in 100% · since Jun 2026
ChatGPT 1 3% optional · since Sep 2026
Claude 1 3% optional · since Sep 2026

Which engineering practices does Datavail ask for?

CI/CD is named in 33% of job postings at Datavail, followed by Dimensional Modeling (27%), ETL/ELT (24%), Incident Management (12%).

CI/CD 11 33% required in 91% · 8 open now · since Jul 2026
Dimensional Modeling 9 27% required in 100% · 7 open now · since Aug 2026
ETL/ELT 8 24% required in 100% · 3 open now · since Jun 2026
Incident Management 4 12% required in 100% · 3 open now · since Aug 2026
RAG 4 12% required in 100% · 4 open now · since Oct 2026
Embeddings 3 9% required in 100% · 3 open now · since Oct 2026
Anomaly Detection 3 9% required in 67% · 3 open now · since Oct 2026
IAM 3 9% required in 67% · 3 open now · since Aug 2026
Show all (25)
AI Agents2
Data Vault2
SLI/SLO/SLA2
SOAP2
VPN2
Configuration Management2
Blue-Green Deployment1
Chaos Engineering1
DHCP1
DNS1
EU AI Act1
ISO 420011
Knowledge Graph1
Machine Learning1
NIST AI RMF1
Platform Engineering1
FinOps1

What does each Datavail team work with?

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

Data Science

11 postings
SQL11
Azure9
Python7
Power BI6
Azure Data Factory5
Delta Lake5

Sales

5 postings
Azure Data Factory3
AWS2
Git2
Microsoft Fabric2
Power BI2
Python2

Enterprise Apps

3 postings
Oracle2
Rest API2

DevOps

3 postings
AWS3
Azure3
AWS Lambda2
Active Directory2
Amazon CloudWatch2
Grafana2

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How is the Datavail 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
Data VaultOct 2026
SLI/SLO/SLAOct 2026
ASP.NET CoreOct 2026
C#Oct 2026
RAGOct 2026
EmbeddingsOct 2026
OpenAIOct 2026
Anomaly DetectionOct 2026

How modern is the Datavail stack?

Cutting-edge AI adopter 82/100

Datavail scores 82 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: 3; legacy ones: 0.

How common is the Datavail stack in its industry?

Share of the 940 companies in the same industries, whose stack Alion knows, that use each technology.

SQL54%
Azure62%
AWS61%
Python57%
Databricks23%
Power BI25%
PowerShell28%
Microsoft Fabric11%
Snowflake18%
Spark21%

What sets Datavail apart

SSAS3%

Questions about the Datavail tech stack

What programming languages does Datavail use?

The languages named in Datavail job postings are SQL (64%), Python (39%), PowerShell (27%), C# (6%), JavaScript (6%), as a share of the 33 postings of the last 12 months.

Does Datavail use ASP.NET Core?

Yes. ASP.NET Core is named in 2 of 33 job postings (6%) and required in 1 of them.

What cloud and platforms does Datavail use?

The cloud and platforms named in Datavail job postings are Azure (20), AWS (15), Power BI (10) (postings in brackets).

What skills do you need for a Data Science job at Datavail?

Data Science postings at Datavail most often require SQL (11), Azure (9), Python (7), Power BI (6), out of 11 postings in the last 12 months.

Is the Datavail tech stack changing?

Yes. Data Vault, SLI/SLO/SLA, ASP.NET Core, C# first appeared in Datavail job postings in the last six months.

How modern is the Datavail tech stack?

Datavail scores 82 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: 3; legacy ones: 0.

How does Alion know the Datavail tech stack?

Alion reads every job posting Datavail publishes and tags the technologies each one names. The figures on this page count the 33 postings of the last 12 months and were updated on Nov 12, 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, "Datavail tech stack: 116 technologies from 33 job postings", as of Nov 12, 2026. https://alion.io/company/datavail/technologies

Licence: CC BY-SA 4.0JSON