Insight tech stack

Insight builds mostly with Python, SQL, C#, TypeScript. Its stack also includes Azure, Windows, Amazon Redshift, BigQuery. Azure is named in 16 of the 58 job postings Insight published in the last 12 months (28%). Counted by Alion from the job postings of Insight, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
101
Postings analysed
58
Open now
55
Modernity
86 /100
New in 6 months
8

What programming languages does Insight use?

Python is named in 21% of job postings at Insight, followed by SQL (12%), C# (9%), TypeScript (9%).

Python 12 21% required in 92% · 11 open now · since Jun 2026
SQL 7 12% required in 100% · 7 open now · since Jun 2026
C# 5 9% required in 80% · 4 open now · since Jul 2026
TypeScript 5 9% required in 80% · 4 open now · since Jul 2026
Java 3 5% required in 100% · 3 open now · since Jun 2026
PowerShell 3 5% required in 67% · 2 open now · since May 2026
JavaScript 1 2% required in 100% · 1 open now · since Sep 2026
Scala 1 2% required in 100% · 1 open now · since Sep 2026
Show all (9)
Assembly1

What frameworks and libraries does Insight use?

Scikit-learn is named in 3% of job postings at Insight, followed by CatBoost (2%), Keystone Engine (2%), LightGBM (2%).

Scikit-learn 2 3% required in 100% · 1 open now · since Jul 2026
CatBoost 1 2% required in 100% · 1 open now · since Sep 2026
Keystone Engine 1 2% required in 100% · 1 open now · since Jul 2026
LightGBM 1 2% required in 100% · 1 open now · since Sep 2026
NumPy 1 2% required in 100% · 1 open now · since Sep 2026
PyTorch 1 2% required in 100% · since Jul 2026
Supervision 1 2% required in 100% · 1 open now · since Aug 2026
TensorFlow 1 2% required in 100% · since Jul 2026
Show all (15)
Transformers1
XGBoost1
AutoGen1
LangChain1
LangGraph1
OpenAI Agents SDK1
OpenTelemetry1

What databases does Insight use?

Amazon Redshift is named in 3% of job postings at Insight, followed by BigQuery (3%), Google BigQuery (3%), Snowflake (3%).

Amazon Redshift 2 3% required in 100% · 2 open now · since Sep 2026
BigQuery 2 3% required in 100% · 2 open now · since Sep 2026
Google BigQuery 2 3% required in 100% · 2 open now · since Sep 2026
Snowflake 2 3% required in 100% · 2 open now · since Sep 2026
Azure SQL Database 1 2% required in 100% · 1 open now · since Aug 2026
Oracle 1 2% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does Insight use?

Azure is named in 28% of job postings at Insight, followed by Windows (26%), AWS (22%), GCP (10%).

Azure 16 28% required in 81% · 13 open now · since Jun 2026
Windows 15 26% required in 87% · 15 open now · since Apr 2026
AWS 13 22% required in 100% · 12 open now · since Apr 2026
GCP 6 10% required in 100% · 5 open now · since Jun 2026
.NET 5 9% required in 80% · 4 open now · since Jul 2026
Active Directory 4 7% required in 100% · 4 open now · since Jun 2026
Databricks 4 7% required in 100% · 4 open now · since Jun 2026
Power BI 4 7% required in 75% · 4 open now · since Jun 2026
Show all (26)
Microsoft Fabric3
Vertex AI2
Linux2
Qualys Cloud Platform2
Zscaler2
AWS Bedrock1
Amazon SageMaker1
Anthropic1
DLP1
LDAP1
Microsoft Entra ID1
OpenAI1
SAP BusinessObjects1
SIEM1
Spark1
Copilot Studio1
Microsoft Sentinel1
Unix1

What developer tools does Insight use?

Microsoft Excel is named in 9% of job postings at Insight, followed by dbt (9%), Copilot (7%), Ansible (5%).

Microsoft Excel 5 9% required in 100% · 5 open now · since Jun 2026
dbt 5 9% required in 80% · 5 open now · since Jul 2026
Copilot 4 7% required in 100% · 4 open now · since Jul 2026
Ansible 3 5% required in 100% · 3 open now · since Jun 2026
Claude Code 3 5% required in 100% · 3 open now · since Jul 2026
Cursor 3 5% required in 100% · 3 open now · since Jul 2026
Docker 3 5% required in 100% · 3 open now · since Jul 2026
Model Context Protocol 3 5% required in 100% · 2 open now · since May 2026
Show all (16)
Azure Data Factory2
Terraform2
Alteryx1
FortiGate1
Git1
Rest API1
Informatica1
Semantic Kernel1

What AI and ML technologies does Insight use?

LLM is named in 9% of job postings at Insight, followed by Gemini (3%), Claude (2%).

LLM 5 9% required in 100% · 5 open now · since Jul 2026
Gemini 2 3% required in 100% · 2 open now · since Jul 2026
Claude 1 2% optional · 1 open now · since Sep 2026

Which engineering practices does Insight ask for?

CI/CD is named in 10% of job postings at Insight, followed by RAG (10%), Function Calling (9%), LLM Guardrails (9%).

CI/CD 6 10% required in 100% · 5 open now · since Jul 2026
RAG 6 10% required in 100% · 5 open now · since Jul 2026
Function Calling 5 9% required in 100% · 4 open now · since Jul 2026
LLM Guardrails 5 9% required in 100% · 4 open now · since Jul 2026
Machine Learning 4 7% required in 75% · 3 open now · since Jul 2026
AI Agents 3 5% required in 100% · 2 open now · since Jul 2026
Agentic Workflows 3 5% required in 100% · 3 open now · since Jul 2026
DNS 3 5% required in 100% · 3 open now · since Aug 2026
Show all (26)
Edge AI3
Multi-Agent Systems3
TCP/IP3
Tool Use3
VPN3
DHCP2
Dimensional Modeling2
ETL/ELT2
Anomaly Detection1
BGP1
Embeddings1
Feature Store1
Hybrid Search1
OSPF1
Prompt Engineering1
SLI/SLO/SLA1
Structured Outputs1
AIOps1

What does each Insight team work with?

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

Industrial Engineering

8 postings
Active Directory2
Azure2
Python2
SQL2
Terraform2

Solutions

5 postings
.NET3
AWS3
Azure3
C#3
Claude Code3
Copilot3

Data Science

4 postings
Databricks4
Microsoft Fabric3
Python3
Amazon Redshift2
Azure2
Azure Data Factory2

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How is the Insight 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
Amazon RedshiftSep 2026
BigQuerySep 2026
Dimensional ModelingSep 2026
Google BigQuerySep 2026
SnowflakeSep 2026
TerraformSep 2026
Vertex AISep 2026
Microsoft FabricAug 2026
Rising
AWS10% → 25%
Python10% → 23%
CI/CD0% → 13%
RAG0% → 13%
Function Calling0% → 10%
LLM0% → 10%
LLM Guardrails0% → 10%
.NET0% → 10%
Falling
Microsoft Excel20% → 6%
SQL20% → 10%
Databricks10% → 6%

How modern is the Insight stack?

Cutting-edge AI adopter 86/100

Insight scores 86 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 Insight stack in its industry?

Share of the 552 companies in the same industries, whose stack Alion knows, that use each technology.

Azure46%
Windows39%
AWS41%
Python51%
SQL51%
GCP33%
.NET20%
C#29%
LLM30%
TypeScript33%

Questions about the Insight tech stack

What programming languages does Insight use?

The languages named in Insight job postings are Python (21%), SQL (12%), C# (9%), TypeScript (9%), Java (5%), as a share of the 58 postings of the last 12 months.

Does Insight use Scikit-learn?

Yes. Scikit-learn is named in 2 of 58 job postings (3%) and required in 2 of them.

What cloud and platforms does Insight use?

The cloud and platforms named in Insight job postings are Azure (16), Windows (15), AWS (13) (postings in brackets).

What skills do you need for a Industrial Engineering job at Insight?

Industrial Engineering postings at Insight most often require Active Directory (2), Azure (2), Python (2), SQL (2), out of 8 postings in the last 12 months.

Is the Insight tech stack changing?

Yes. Amazon Redshift, BigQuery, Dimensional Modeling, Google BigQuery first appeared in Insight job postings in the last six months.

How modern is the Insight tech stack?

Insight scores 86 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 Insight tech stack?

Alion reads every job posting Insight publishes and tags the technologies each one names. The figures on this page count the 58 postings of the last 12 months and were updated on Sep 27, 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, "Insight tech stack: 101 technologies from 58 job postings", as of Sep 27, 2026. https://alion.io/company/insight/technologies

Licence: CC BY-SA 4.0JSON