LMI tech stack

LMI builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Azure, React.js, PostgreSQL. AWS is named in 64 of the 137 job postings LMI published in the last 12 months (47%). Counted by Alion from the job postings of LMI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
205
Postings analysed
137
Open now
105
Modernity
82 /100
New in 6 months
8

What programming languages does LMI use?

Python is named in 40% of job postings at LMI, followed by SQL (31%), JavaScript (25%), TypeScript (20%).

Python 55 40% required in 82% · 44 open now · since Sep 2026
SQL 42 31% required in 98% · 29 open now · since Apr 2015
JavaScript 34 25% required in 44% · 24 open now · since Sep 2026
TypeScript 27 20% required in 81% · 20 open now · since Sep 2026
Node JS 15 11% required in 60% · 10 open now · since Sep 2026
Java 7 5% required in 57% · 5 open now · since Sep 2026
C# 6 4% required in 83% · 4 open now · since Sep 2026
PowerShell 3 2% required in 33% · 3 open now · since Sep 2026
Show all (15)
Go3
Kotlin1
MATLAB1
Rust1
SAS1
Stata1
Apex1

What frameworks and libraries does LMI use?

React.js is named in 15% of job postings at LMI, followed by Angular (10%), Flask (3%), Pandas (3%).

React.js 20 15% required in 60% · 13 open now · since Sep 2026
Angular 14 10% required in 50% · 10 open now · since Sep 2026
Flask 4 3% required in 100% · 3 open now · since Sep 2026
Pandas 4 3% required in 100% · 3 open now · since Sep 2026
Vitest 4 3% required in 100% · 2 open now · since Sep 2026
Django 4 3% required in 75% · 2 open now · since Sep 2026
D3.js 4 3% required in 50% · 3 open now · since Sep 2026
LangChain 4 3% required in 25% · 4 open now · since Sep 2026
Show all (46)
Cypress3
FastAPI3
Jest3
NumPy3
Playwright3
PyTorch3
Scikit-learn3
TensorFlow3
Plotly3
LlamaIndex3
Vue.js3
ASP.NET Core2
ArduPilot2
Betaflight2
Commander.js2
Express2
Spring Boot2
XGBoost2
Entity Framework Core1
Jetpack Compose1
MLlib1
Matplotlib1
Next.js1
Polars1
PrimeNG1
Pytest1
Ray1
Recharts1
SciPy1
Spring Framework1
Statsmodels1
Bootstrap1

And 6 more, each named in fewer postings.

What databases does LMI use?

PostgreSQL is named in 12% of job postings at LMI, followed by MySQL (4%), MS SQL (4%), Azure SQL Database (3%).

PostgreSQL 16 12% required in 94% · 12 open now · since Sep 2026
MySQL 6 4% required in 100% · 3 open now · since Sep 2026
MS SQL 5 4% required in 60% · 4 open now · since Sep 2026
Azure SQL Database 4 3% required in 100% · 4 open now · since Sep 2026
Snowflake 3 2% required in 100% · 3 open now · since Sep 2026
Delta Lake 3 2% required in 67% · 3 open now · since Sep 2026
Amazon Redshift 2 1% required in 100% · 2 open now · since Sep 2026
Apache Hudi 1 1% required in 100% · 1 open now · since Sep 2026
Show all (15)
BigQuery1
DynamoDB1
ElasticSearch1
Google BigQuery1
OpenSearch1
Oracle1
Redis1

What cloud and platforms does LMI use?

AWS is named in 47% of job postings at LMI, followed by Azure (37%), Kubernetes (24%), Power BI (20%).

AWS 64 47% required in 63% · 54 open now · since Sep 2026
Azure 51 37% required in 49% · 45 open now · since Sep 2026
Kubernetes 33 24% required in 45% · 29 open now · since Sep 2026
Power BI 27 20% required in 81% · 19 open now · since Sep 2026
GCP 21 15% required in 43% · 19 open now · since Sep 2026
GitLab 17 12% required in 94% · 13 open now · since Sep 2026
Tableau 15 11% required in 73% · 7 open now · since Sep 2026
Amazon EKS 13 9% required in 38% · 12 open now · since Sep 2026
Show all (45)
Linux12
Spark10
Figma9
GitLab CI9
Databricks8
OpenShift8
Azure DevOps7
GitHub Actions7
Azure AKS7
Google GKE7
Unix7
Amazon S34
Amazon CloudWatch3
.NET3
Amazon EC22
Grafana2
Windows2
Anthropic2
Collibra2
MLFlow2
API Gateway1
AWS Lambda1
Active Directory1
Apache Kafka1
Bitbucket1
FigJam1
LDAP1
Microsoft Entra ID1
MuleSoft1
RabbitMQ1
SonarQube1
Sonatype Nexus IQ1

And 5 more, each named in fewer postings.

What developer tools does LMI use?

Docker is named in 18% of job postings at LMI, followed by Git (12%), Terraform (9%), pySpark (7%).

Docker 25 18% required in 72% · 22 open now · since Sep 2026
Git 17 12% required in 82% · 13 open now · since Sep 2026
Terraform 12 9% required in 58% · 10 open now · since Sep 2026
pySpark 9 7% required in 78% · 8 open now · since Sep 2026
Microsoft Excel 7 5% required in 100% · 3 open now · since Sep 2026
Ansible 7 5% required in 43% · 5 open now · since Sep 2026
Model Context Protocol 6 4% required in 17% · 6 open now · since Sep 2026
Rest API 5 4% required in 100% · 3 open now · since Sep 2026
Show all (42)
CloudFormation4
Helm4
Azure Data Factory3
Sketch3
Jenkins3
Adobe XD2
Prometheus2
SSIS2
Kustomize2
Semantic Kernel2
Storybook2
AWS CDK1
AWS Glue1
Adobe Photoshop1
ArgoCD1
AutoCAD1
Axure RP1
Claude Code1
Copilot1
Fluent Bit1
KICS1
Kong1
Nexus Repository1
OpenAI Codex1
Prisma1
Pulumi1
SLURM1
Swagger1
Trivy1
Velero1
Adobe After Effects1
Cosign1

And 2 more, each named in fewer postings.

What AI and ML technologies does LMI use?

LLM is named in 2% of job postings at LMI, followed by Gemini (1%), Grok (1%), Claude (1%).

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

Which engineering practices does LMI ask for?

CI/CD is named in 42% of job postings at LMI, followed by Machine Learning (12%), ETL/ELT (10%), AI Agents (9%).

CI/CD 57 42% required in 93% · 47 open now · since Sep 2026
Machine Learning 17 12% required in 76% · 14 open now · since Sep 2026
ETL/ELT 14 10% required in 64% · 10 open now · since Sep 2026
AI Agents 12 9% required in 100% · 10 open now · since Sep 2026
Platform Engineering 8 6% required in 63% · 7 open now · since Sep 2026
NLP 7 5% required in 100% · 7 open now · since Sep 2026
RAG 7 5% required in 100% · 7 open now · since Sep 2026
IAM 5 4% required in 100% · 4 open now · since Sep 2026
Show all (37)
Time Series Forecasting4
Anomaly Detection3
Configuration Management3
Incident Management3
SLI/SLO/SLA3
Dependency Injection2
Embeddings2
Multimodal AI2
Prompt Engineering2
Tool Use2
GitOps2
LLM Guardrails2
Semantic Search2
Semantic Search2
Service Mesh2
Multi-Agent Systems2
Agentic Workflows1
Computer Vision1
Edge AI1
Feature Store1
Function Calling1
HPC1
Master Data Management1
NIST AI RMF1
PKI1
SRE1
TCP/IP1
Explainable AI1
Human-in-the-Loop1

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

24 postings
SQL21
Python17
Power BI8
Azure5
pySpark5
AWS4

Solutions

16 postings
TypeScript10
AWS8
Docker8
GitLab6
PostgreSQL6
Python6

Backend

15 postings
TypeScript9
JavaScript8
React.js8
SQL8
Git7
Python7

Security

11 postings
AWS8
Azure4
Kubernetes4
Python4
Ansible3
GitLab3

Product

10 postings
AWS4
Azure4
Azure DevOps2

DevOps

9 postings
AWS4
CloudFormation4
Kubernetes4
Terraform4
Azure3
Docker3

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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: $185k across 115 postings.

TechnologyPostings with payMedianvs company median
AWS51$193k+4%
Python48$180k−3%
Azure40$191k+3%
SQL37$175k−6%
JavaScript25$200k+8%
Kubernetes25$190k+3%
Power BI23$145k−22%
TypeScript20$200k+8%
GCP15$193k+4%
GitLab14$200k+8%

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
AWSSep 2026
CI/CDSep 2026
PythonSep 2026
AzureSep 2026
JavaScriptSep 2026
KubernetesSep 2026
Power BISep 2026
TypeScriptSep 2026

How modern is the LMI stack?

Cutting-edge AI adopter 82/100

LMI 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: 4; legacy ones: 0.

How common is the LMI stack in its industry?

Share of the 2,093 companies in the same industries, whose stack Alion knows, that use each technology.

AWS46%
Python60%
Azure36%
SQL43%
JavaScript49%
Kubernetes36%
Power BI13%
TypeScript41%
GCP33%
React.js35%

What sets LMI apart

OpenShift3%
Google GKE4%
Azure SQL Database2%
D3.js1%
Vitest2%
Delta Lake3%
Jest4%
Plotly1%

Questions about the LMI tech stack

What programming languages does LMI use?

The languages named in LMI job postings are Python (40%), SQL (31%), JavaScript (25%), TypeScript (20%), Node JS (11%), as a share of the 137 postings of the last 12 months.

Does LMI use React.js?

Yes. React.js is named in 20 of 137 job postings (15%) and required in 12 of them.

What cloud and platforms does LMI use?

The cloud and platforms named in LMI job postings are AWS (64), Azure (51), Kubernetes (33) (postings in brackets).

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

Data Science postings at LMI most often require SQL (21), Python (17), Power BI (8), Azure (5), out of 24 postings in the last 12 months.

Is the LMI tech stack changing?

Yes. AWS, CI/CD, Python, Azure first appeared in LMI job postings in the last six months.

How modern is the LMI tech stack?

LMI 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: 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 137 postings of the last 12 months and were updated on Sep 26, 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: 205 technologies from 137 job postings", as of Sep 26, 2026. https://alion.io/company/lmisolutions/technologies

Licence: CC BY-SA 4.0JSON