LMI
Digital Government · IT Consulting & Digital Transformation

LMI tech stack

LMI builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Azure, React.js, PostgreSQL. AWS is named in 96 of the 241 job postings LMI published in the last 12 months (40%). Counted by Alion from the job postings of LMI, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
232
Postings analysed
241
Open now
117
Modernity
81 /100
New in 6 months
8

What programming languages does LMI use?

Python is named in 39% of job postings at LMI, followed by SQL (32%), JavaScript (21%), TypeScript (17%).

Python 95 39% required in 89% · 46 open now · since Sep 2026
SQL 76 32% required in 97% · 34 open now · since Apr 2015
JavaScript 51 21% required in 55% · 29 open now · since Sep 2026
TypeScript 41 17% required in 88% · 23 open now · since Sep 2026
Node JS 22 9% required in 73% · 12 open now · since Sep 2026
C# 12 5% required in 83% · 5 open now · since Sep 2026
Java 9 4% required in 56% · 5 open now · since Sep 2026
PowerShell 5 2% required in 60% · 2 open now · since Sep 2026
Show all (17)
SAS4
Go4
Bash2
ABAP2
Kotlin1
MATLAB1
Rust1
Stata1
Apex1

What frameworks and libraries does LMI use?

React.js is named in 12% of job postings at LMI, followed by Angular (8%), NumPy (3%), Scikit-learn (2%).

React.js 29 12% required in 59% · 16 open now · since Sep 2026
Angular 19 8% required in 58% · 11 open now · since Sep 2026
NumPy 7 3% required in 100% · 3 open now · since Sep 2026
Scikit-learn 6 2% required in 100% · 2 open now · since Sep 2026
D3.js 6 2% required in 67% · 4 open now · since Sep 2026
LangChain 6 2% required in 33% · 6 open now · since Sep 2026
Vitest 5 2% required in 100% · 3 open now · since Sep 2026
Plotly 5 2% required in 80% · 4 open now · since Sep 2026
Show all (49)
Vue.js5
Cypress4
Flask4
Jest4
Pandas4
Playwright4
Django4
LlamaIndex4
Express3
FastAPI3
PyTorch3
Recharts3
TensorFlow3
ASP.NET Core2
ArduPilot2
Betaflight2
Matplotlib2
Polars2
SciPy2
Spring Boot2
Statsmodels2
XGBoost2
Dagster1
Entity Framework Core1
Instructor1
Jetpack Compose1
LangGraph1
MLlib1
Next.js1
PrimeNG1
Pytest1
Seaborn1

And 9 more, each named in fewer postings.

What databases does LMI use?

PostgreSQL is named in 9% of job postings at LMI, followed by Snowflake (5%), MySQL (3%), Delta Lake (2%).

PostgreSQL 22 9% required in 95% · 12 open now · since Sep 2026
Snowflake 11 5% required in 100% · 6 open now · since Sep 2026
MySQL 7 3% required in 100% · 2 open now · since Sep 2026
Delta Lake 6 2% required in 83% · 3 open now · since Sep 2026
MS SQL 6 2% required in 67% · since Sep 2026
Azure SQL Database 4 2% required in 100% · 3 open now · since Sep 2026
Amazon Redshift 3 1% required in 100% · 2 open now · since Sep 2026
OpenSearch 3 1% required in 67% · since Sep 2026
Show all (15)
Amazon Aurora1
Apache Hudi1
DynamoDB1
ElasticSearch1
Google BigQuery1
Oracle1
Redis1

What cloud and platforms does LMI use?

AWS is named in 40% of job postings at LMI, followed by Azure (35%), Power BI (24%), Kubernetes (23%).

AWS 96 40% required in 69% · 54 open now · since Sep 2026
Azure 84 35% required in 52% · 46 open now · since Sep 2026
Power BI 57 24% required in 82% · 23 open now · since Sep 2026
Kubernetes 55 23% required in 55% · 33 open now · since Sep 2026
GitLab 35 15% required in 86% · 20 open now · since Sep 2026
GCP 31 13% required in 45% · 23 open now · since Sep 2026
Tableau 24 10% required in 83% · 9 open now · since Sep 2026
Linux 22 9% required in 59% · 16 open now · since Sep 2026
Show all (54)
Amazon EKS22
Databricks21
Spark20
Figma17
Azure DevOps16
GitLab CI15
GitHub Actions12
OpenShift12
Amazon S310
Azure AKS10
Google GKE10
Unix10
Amazon CloudWatch8
Microsoft Fabric6
.NET6
Grafana5
Amazon EC24
FigJam4
Windows4
GitHub4
AWS Lambda3
Anthropic3
OpenAI3
API Gateway2
Airflow2
Bitbucket2
SAP Fiori2
Active Directory2
Apache Kafka2
Collibra2
LDAP2
MLFlow2

And 14 more, each named in fewer postings.

What developer tools does LMI use?

Docker is named in 15% of job postings at LMI, followed by Git (12%), Terraform (10%), pySpark (8%).

Docker 35 15% required in 74% · 21 open now · since Sep 2026
Git 29 12% required in 90% · 14 open now · since Sep 2026
Terraform 25 10% required in 64% · 12 open now · since Sep 2026
pySpark 19 8% required in 68% · 10 open now · since Sep 2026
Microsoft Excel 16 7% required in 100% · 4 open now · since Sep 2026
Rest API 16 7% required in 100% · 12 open now · since Sep 2026
Helm 11 5% required in 91% · 5 open now · since Sep 2026
Ansible 11 5% required in 55% · 4 open now · since Sep 2026
Show all (44)
CloudFormation8
Jenkins8
Model Context Protocol8
Azure Data Factory5
Prometheus5
AWS Glue3
AutoCAD3
Sketch3
Kustomize3
Semantic Kernel3
Storybook3
Adobe XD2
ArgoCD2
Axure RP2
Fluent Bit2
Lighthouse2
Prisma2
SSIS2
Velero2
AWS CDK1
Adobe Photoshop1
Claude Code1
Copilot1
KICS1
Kong1
Nexus Repository1
OpenAI Codex1
Pulumi1
SLURM1
Swagger1
Trivy1
dbt1

And 4 more, each named in fewer postings.

What AI and ML technologies does LMI use?

LLM is named in 4% of job postings at LMI, followed by Claude (1%), Gemini (<1%), Grok (<1%).

LLM 9 4% required in 89% · 8 open now · since Sep 2026
Claude 2 1% optional · 2 open now · since Sep 2026
Gemini 1 <1% required in 100% · 1 open now · since Sep 2026
Grok 1 <1% required in 100% · 1 open now · since Sep 2026

Which engineering practices does LMI ask for?

CI/CD is named in 40% of job postings at LMI, followed by Machine Learning (12%), ETL/ELT (8%), AI Agents (7%).

CI/CD 97 40% required in 96% · 54 open now · since Sep 2026
Machine Learning 30 12% required in 80% · 14 open now · since Sep 2026
ETL/ELT 19 8% required in 68% · 6 open now · since Sep 2026
AI Agents 18 7% required in 89% · 10 open now · since Sep 2026
RAG 15 6% required in 73% · 12 open now · since Sep 2026
Platform Engineering 14 6% required in 86% · 10 open now · since Sep 2026
NLP 13 5% required in 85% · 10 open now · since Sep 2026
Time Series 10 4% required in 100% · 5 open now · since Sep 2026
Show all (48)
IAM9
LLM Guardrails6
Configuration Management5
Human-in-the-Loop5
Agentic Workflows5
GitOps5
TCP/IP4
Function Calling4
Anomaly Detection3
DNS3
Embeddings3
Incident Management3
Multimodal AI3
Prompt Engineering3
Service Mesh3
Statistical Process Control3
Dependency Injection2
NIST AI RMF2
OCR2
SRE2
Post-training2
Semantic Search2
Multi-Agent Systems2
CMMC1
Computer Vision1
DHCP1
Design of Experiments1
Feature Store1
HPC1
Hallucination1
Human Factors Engineering1
LLM Evaluation1

And 8 more, each named in fewer postings.

What other technologies does LMI use?

Kotlin Coroutines is named in <1% of job postings at LMI.

Kotlin Coroutines 1 <1% required in 100% · since Sep 2026

What does each LMI team work with?

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

Data Science

43 postings
SQL37
Python35
Power BI16
AWS11
Databricks11
pySpark11

Solutions

26 postings
TypeScript14
AWS12
Docker12
Python10
GitLab8
PostgreSQL8

Backend

22 postings
TypeScript16
JavaScript14
Python13
React.js13
SQL12
Git11

Analytics

21 postings
Power BI14
Tableau12
SQL11
Python8
Microsoft Excel6
Azure4

Security

20 postings
AWS14
Azure7
Kubernetes7
Ansible6
GitLab6
GitLab CI6

DevOps

14 postings
Kubernetes9
AWS8
Terraform6
Azure5
CloudFormation4
Docker4

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How much does LMI pay by technology?

Median stated pay of the postings that name each technology, against the median of all LMI postings with stated pay: $180k across 211 postings.

TechnologyPostings with payMedianvs company median
Python87$180k0%
AWS80$192k+7%
SQL71$175k−3%
Azure68$190k+6%
Power BI51$150k−17%
Kubernetes45$190k+6%
JavaScript41$193k+7%
TypeScript33$193k+7%
GitLab29$189k+5%
GCP25$192k+7%

How is the LMI 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
Post-trainingNov 2026
Statistical Process ControlOct 2026
AirflowOct 2026
LighthouseOct 2026
OCROct 2026
DNSOct 2026
BashOct 2026
Microsoft FabricOct 2026

How modern is the LMI stack?

Cutting-edge AI adopter 81/100

LMI scores 81 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: 4; legacy ones: 0.

How common is the LMI stack in its industry?

Share of the 8,307 companies in the same industries, whose stack Alion knows, that use each technology.

AWS40%
Python48%
Azure44%
SQL48%
Power BI23%
Kubernetes32%
JavaScript42%
TypeScript32%
GitLab14%
GCP28%

What sets LMI apart

Google GKE4%
D3.js1%
Plotly1%
Vitest2%
FigJam1%
SAS3%

Questions about the LMI tech stack

What programming languages does LMI use?

The languages named in LMI job postings are Python (39%), SQL (32%), JavaScript (21%), TypeScript (17%), Node JS (9%), as a share of the 241 postings of the last 12 months.

Does LMI use React.js?

Yes. React.js is named in 29 of 241 job postings (12%) and required in 17 of them.

What cloud and platforms does LMI use?

The cloud and platforms named in LMI job postings are AWS (96), Azure (84), Power BI (57) (postings in brackets).

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

Data Science postings at LMI most often require SQL (37), Python (35), Power BI (16), AWS (11), out of 43 postings in the last 12 months.

Is the LMI tech stack changing?

Yes. Post-training, Statistical Process Control, Airflow, Lighthouse first appeared in LMI job postings in the last six months.

How modern is the LMI tech stack?

LMI scores 81 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: 4; legacy ones: 0.

How does Alion know the LMI tech stack?

Alion reads every job posting LMI publishes and tags the technologies each one names. The figures on this page count the 241 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, "LMI tech stack: 232 technologies from 241 job postings", as of Nov 10, 2026. https://alion.io/company/lmisolutions/technologies

Licence: CC BY-SA 4.0JSON