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

Insight tech stack

Insight builds mostly with Python, SQL, PowerShell, TypeScript. Its stack also includes Azure, Windows, LangChain, LangGraph. Azure is named in 42 of the 143 job postings Insight published in the last 12 months (29%). Counted by Alion from the job postings of Insight, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
177
Postings analysed
143
Open now
59
Modernity
83 /100
New in 6 months
8

What programming languages does Insight use?

Python is named in 19% of job postings at Insight, followed by SQL (11%), PowerShell (9%), TypeScript (8%).

Python 27 19% required in 81% · 10 open now · since Jun 2026
SQL 16 11% required in 100% · 7 open now · since Jun 2026
PowerShell 13 9% required in 54% · 8 open now · since May 2026
TypeScript 11 8% required in 73% · 4 open now · since Jul 2026
Java 10 7% required in 90% · 5 open now · since Jun 2026
JavaScript 7 5% required in 57% · 2 open now · since Sep 2026
C# 6 4% required in 50% · 2 open now · since Jul 2026
Go 3 2% required in 100% · 1 open now · since Sep 2026
Show all (14)
Kotlin2
Bash1
Node JS1
PHP1
Perl1
Scala1

What frameworks and libraries does Insight use?

LangChain is named in 6% of job postings at Insight, followed by LangGraph (5%), React.js (3%), Spring Boot (3%).

LangChain 8 6% required in 50% · 4 open now · since Jul 2026
LangGraph 7 5% required in 71% · 3 open now · since Jul 2026
React.js 5 3% required in 80% · 2 open now · since Sep 2026
Spring Boot 4 3% required in 100% · 2 open now · since Oct 2026
Angular 3 2% required in 100% · 1 open now · since Oct 2026
AutoGen 3 2% required in 33% · 1 open now · since Jul 2026
OpenTelemetry 3 2% required in 33% · since Jul 2026
Playwright 2 1% required in 100% · 2 open now · since Oct 2026
Show all (26)
PyTorch2
Scikit-learn2
TensorFlow2
OpenAI Agents SDK2
Appium1
CUDA1
CatBoost1
CrewAI1
FastAPI1
Gradio1
LightGBM1
MLX ML1
NumPy1
Quarkus1
React Native1
Streamlit1
Transformers1
XGBoost1

What databases does Insight use?

Google BigQuery is named in 4% of job postings at Insight, followed by Azure SQL Database (3%), PostgreSQL (3%), Amazon Redshift (1%).

Google BigQuery 6 4% required in 100% · 2 open now · since Sep 2026
Azure SQL Database 5 3% required in 100% · 2 open now · since Jul 2026
PostgreSQL 4 3% required in 100% · 1 open now · since Sep 2026
Amazon Redshift 2 1% required in 100% · 1 open now · since Sep 2026
MySQL 2 1% required in 100% · 1 open now · since Sep 2026
Snowflake 2 1% required in 100% · 1 open now · since Sep 2026
MS SQL 1 1% required in 100% · since Aug 2026
MongoDB 1 1% required in 100% · 1 open now · since Oct 2026
Show all (9)
Oracle1

What cloud and platforms does Insight use?

Azure is named in 29% of job postings at Insight, followed by Windows (22%), AWS (20%), GCP (19%).

Azure 42 29% required in 90% · 17 open now · since May 2026
Windows 32 22% required in 81% · 15 open now · since Apr 2026
AWS 29 20% required in 90% · 16 open now · since Apr 2026
GCP 27 19% required in 96% · 11 open now · since Jun 2026
Active Directory 10 7% required in 100% · 4 open now · since Jun 2026
Kubernetes 10 7% required in 50% · 4 open now · since Jun 2026
Microsoft Entra ID 8 6% required in 88% · 4 open now · since May 2026
Power BI 8 6% required in 88% · 3 open now · since Jun 2026
Show all (56)
Azure DevOps6
Databricks6
GitHub Actions6
Microsoft Fabric6
.NET6
Linux6
Google Cloud Run5
Google GKE5
VMWare5
Vertex AI5
Azure AKS4
Grafana4
Microsoft Defender4
OpenAI4
Copilot Studio4
Windows Server4
SIEM3
Microsoft Sentinel3
Zscaler3
Amazon CloudWatch2
Amazon EC22
Amazon EKS2
Amazon S32
DLP2
Datadog2
GitHub2
LDAP2
New Relic2
OpenShift2
Postman2
Qualys Cloud Platform2
Spark2

And 16 more, each named in fewer postings.

What developer tools does Insight use?

Microsoft Excel is named in 9% of job postings at Insight, followed by Copilot (8%), Terraform (8%), Docker (6%).

Microsoft Excel 13 9% required in 100% · 4 open now · since Jun 2026
Copilot 12 8% required in 100% · 7 open now · since May 2026
Terraform 11 8% required in 91% · 4 open now · since Jun 2026
Docker 9 6% required in 100% · 6 open now · since Jun 2026
Google ADK 7 5% required in 100% · 2 open now · since Sep 2026
Ansible 7 5% required in 86% · 2 open now · since Jun 2026
Bicep 6 4% required in 100% · 2 open now · since Aug 2026
Git 6 4% required in 100% · 4 open now · since Sep 2026
Show all (32)
Rest API6
dbt6
Claude Code5
Jenkins5
Model Context Protocol5
Azure Data Factory4
CloudFormation4
Prometheus4
Cursor3
InfiniBand3
Semantic Kernel3
Alteryx1
ArgoCD1
FortiGate1
Helm1
Hyper-V1
JMeter1
LM Studio1
Nginx1
Proxmox VE1
Vault1
gRPC1
pySpark1
Informatica1

What AI and ML technologies does Insight use?

LLM is named in 8% of job postings at Insight, followed by Gemini (8%), Claude (2%).

LLM 12 8% required in 100% · 5 open now · since Jul 2026
Gemini 11 8% required in 100% · 5 open now · since Jul 2026
Claude 3 2% required in 33% · since Jul 2026

Which engineering practices does Insight ask for?

CI/CD is named in 15% of job postings at Insight, followed by AI Agents (13%), DNS (9%), VPN (9%).

CI/CD 22 15% required in 100% · 10 open now · since Jul 2026
AI Agents 18 13% required in 100% · 6 open now · since Jul 2026
DNS 13 9% required in 100% · 4 open now · since Jul 2026
VPN 13 9% required in 100% · 4 open now · since May 2026
RAG 11 8% required in 100% · 3 open now · since Jul 2026
Multi-Agent Systems 9 6% required in 100% · 3 open now · since Jul 2026
TCP/IP 8 6% required in 88% · 3 open now · since Jul 2026
Agentic Workflows 7 5% required in 100% · 4 open now · since Jul 2026
Show all (37)
DHCP7
LLM Guardrails7
Function Calling6
BGP5
ETL/ELT5
Machine Learning5
Embeddings4
Fine-tuning4
Hybrid Search4
OSPF4
VLAN4
IAM3
CAPA2
Chain-of-Thought2
Dimensional Modeling2
Multimodal AI2
Prompt Engineering2
Reranking2
Structured Outputs2
Platform Engineering2
Anomaly Detection1
Context Engineering1
Feature Store1
FinOps1
GitOps1
Self-Healing1
Service Mesh1
Wi-Fi1
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.

Field & Service

25 postings
Windows14
Active Directory2
Model Context Protocol2
PowerShell2

Industrial Engineering

15 postings
GCP4
SQL4
Active Directory3
Azure3
Gemini3
Windows3

Solutions

14 postings
Azure9
AWS6
Copilot4
Claude Code3
Cursor3
Docker3

Backend

13 postings
Python5
Rest API5
GCP4
Spring Boot4
Angular3
Ansible3

Sales

12 postings
AWS6
GCP4
Gemini4

AI/ML

10 postings
LLM7
GCP5
Python5
Azure4
Google ADK3
Google BigQuery3

See the open roles

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How much does Insight pay by technology?

Median stated pay of the postings that name each technology, against the median of all Insight postings with stated pay: $56k across 30 postings.

TechnologyPostings with payMedianvs company median
Windows14$55k−2%
Azure6$140k+150%
PowerShell5$80k+43%

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
InfiniBandOct 2026
VLANOct 2026
KotlinOct 2026
PlaywrightOct 2026
PostmanOct 2026
Spring BootOct 2026
AngularOct 2026
Platform EngineeringSep 2026
Rising
GCP10% → 23%
DNS3% → 12%
CI/CD10% → 18%
Google ADK0% → 7%
JavaScript0% → 7%
Java3% → 9%
Kubernetes3% → 9%
Git0% → 6%
Falling
Windows33% → 17%
Azure40% → 27%
VPN15% → 6%
.NET10% → 2%
C#10% → 2%
LLM Guardrails10% → 3%
Microsoft Entra ID10% → 4%
Power BI10% → 4%

How modern is the Insight stack?

Cutting-edge AI adopter 83/100

Insight scores 83 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 2,246 companies in the same industries, whose stack Alion knows, that use each technology.

Azure57%
Windows62%
AWS45%
GCP30%
Python49%
SQL48%
PowerShell33%
LLM22%
Gemini7%
TypeScript28%

What sets Insight apart

Google Cloud Run4%
AutoGen4%

Questions about the Insight tech stack

What programming languages does Insight use?

The languages named in Insight job postings are Python (19%), SQL (11%), PowerShell (9%), TypeScript (8%), Java (7%), as a share of the 143 postings of the last 12 months.

Does Insight use LangChain?

Yes. LangChain is named in 8 of 143 job postings (6%) and required in 4 of them.

What cloud and platforms does Insight use?

The cloud and platforms named in Insight job postings are Azure (42), Windows (32), AWS (29) (postings in brackets).

What skills do you need for a Field & Service job at Insight?

Field & Service postings at Insight most often require Windows (14), Active Directory (2), Model Context Protocol (2), PowerShell (2), out of 25 postings in the last 12 months.

Is the Insight tech stack changing?

Yes. InfiniBand, VLAN, Kotlin, Playwright first appeared in Insight job postings in the last six months.

How modern is the Insight tech stack?

Insight scores 83 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 143 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, "Insight tech stack: 177 technologies from 143 job postings", as of Nov 10, 2026. https://alion.io/company/insight/technologies

Licence: CC BY-SA 4.0JSON