LTS tech stack

LTS builds mostly with Python, TypeScript, JavaScript, Apex. Its stack also includes Azure, AWS, LangChain, LangGraph. Azure is named in 25 of the 32 job postings LTS published in the last 12 months (78%). Counted by Alion from the job postings of LTS, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
103
Postings analysed
32
Open now
20
Modernity
81 /100

What programming languages does LTS use?

Python is named in 38% of job postings at LTS, followed by TypeScript (22%), JavaScript (13%), Apex (9%).

Python 12 38% required in 100% · 7 open now · since Jun 2026
TypeScript 7 22% required in 86% · 4 open now · since Jun 2026
JavaScript 4 13% required in 100% · 2 open now · since Jun 2026
Apex 3 9% required in 67% · 1 open now · since Jun 2026
C# 2 6% required in 100% · 1 open now · since Jun 2026
Go 1 3% required in 100% · 1 open now · since Jul 2026
Java 1 3% required in 100% · 1 open now · since Jul 2026
PowerShell 1 3% optional · 1 open now · since Aug 2026

What frameworks and libraries does LTS use?

LangChain is named in 31% of job postings at LTS, followed by LangGraph (31%), LlamaIndex (28%), AutoGen (28%).

LangChain 10 31% required in 50% · 6 open now · since Jul 2026
LangGraph 10 31% required in 50% · 6 open now · since Jul 2026
LlamaIndex 9 28% required in 56% · 5 open now · since Jul 2026
AutoGen 9 28% required in 44% · 5 open now · since Jul 2026
CrewAI 7 22% required in 57% · 4 open now · since Jul 2026
React.js 3 9% required in 67% · 2 open now · since Jun 2026
tRPC 2 6% required in 100% · 1 open now · since Jul 2026
Evidently AI 2 6% optional · 1 open now · since Jul 2026
Show all (13)
OpenTelemetry2
pgvector2
Visualforce1
Angular1
Vue.js1

What databases does LTS use?

Pinecone is named in 25% of job postings at LTS, followed by Qdrant (25%), Weaviate (25%), Milvus (19%).

Pinecone 8 25% optional · 4 open now · since Jul 2026
Qdrant 8 25% optional · 4 open now · since Jul 2026
Weaviate 8 25% optional · 4 open now · since Jul 2026
Milvus 6 19% optional · 3 open now · since Jul 2026
PostgreSQL 2 6% required in 50% · 1 open now · since Jul 2026

What cloud and platforms does LTS use?

Azure is named in 78% of job postings at LTS, followed by AWS (72%), Kubernetes (38%), GCP (34%).

Azure 25 78% required in 52% · 15 open now · since May 2026
AWS 23 72% required in 57% · 13 open now · since Jun 2026
Kubernetes 12 38% required in 42% · 7 open now · since Jun 2026
GCP 11 34% required in 82% · 4 open now · since Jun 2026
OpenAI 8 25% required in 13% · 4 open now · since Jul 2026
AWS Bedrock 7 22% required in 14% · 4 open now · since Jul 2026
Vertex AI 7 22% required in 14% · 4 open now · since Jul 2026
Anthropic 7 22% optional · 3 open now · since Jul 2026
Show all (25)
Azure DevOps5
GitHub3
Active Directory2
Microsoft Entra ID2
MuleSoft2
OpenShift2
Apache Kafka2
Arize Phoenix2
Grafana2
LangSmith2
Amazon CloudWatch1
GitLab1
Okta1
Windows1
Databricks1
Spark1
VMWare1

What developer tools does LTS use?

Semantic Kernel is named in 31% of job postings at LTS, followed by Docker (25%), Rest API (22%), Git (16%).

Semantic Kernel 10 31% required in 50% · 6 open now · since Jul 2026
Docker 8 25% required in 50% · 3 open now · since Jun 2026
Rest API 7 22% required in 86% · 4 open now · since Jun 2026
Git 5 16% required in 100% · 3 open now · since Jun 2026
GraphQL 2 6% required in 100% · 1 open now · since Jul 2026
WebSockets 2 6% required in 100% · 1 open now · since Jul 2026
Ansible 2 6% required in 50% · 2 open now · since Jun 2026
Prometheus 2 6% optional · 1 open now · since Jul 2026
Show all (22)
CircleCI1
Claude Code1
CloudFormation1
Copado1
Copilot1
Cursor1
Jenkins1
OpenAI Codex1
Terraform1
Windsurf1
HashiCorp Vault1
Model Context Protocol1
Nessus1
Vault1

What AI and ML technologies does LTS use?

LLM is named in 25% of job postings at LTS, followed by Claude (22%).

LLM 8 25% required in 63% · 5 open now · since Jun 2026
Claude 7 22% required in 14% · 3 open now · since May 2026

Which engineering practices does LTS ask for?

AI Agents is named in 56% of job postings at LTS, followed by CI/CD (50%), RAG (47%), Embeddings (38%).

AI Agents 18 56% required in 89% · 9 open now · since May 2026
CI/CD 16 50% required in 75% · 9 open now · since Jun 2026
RAG 15 47% required in 80% · 7 open now · since Jul 2026
Embeddings 12 38% required in 75% · 6 open now · since Jul 2026
Machine Learning 8 25% required in 100% · 3 open now · since Jul 2026
Prompt Engineering 8 25% required in 88% · 4 open now · since Jun 2026
Human-in-the-Loop 7 22% required in 100% · 3 open now · since Jul 2026
LLMOps 7 22% required in 71% · 3 open now · since Jul 2026
Show all (28)
Hallucination4
LLM Guardrails4
Reranking4
Semantic Search4
Semantic Search4
Platform Engineering4
IAM3
Agentic Workflows2
Context Engineering2
Function Calling2
Multimodal AI2
Knowledge Graph2
NIST AI RMF2
Multi-Agent Systems1
PKI1
Rollup1
SOAP1
Tool Use1
ETL/ELT1
Master Data Management1

What does each LTS team work with?

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

AI/ML

8 postings
Python8
LangChain5
LangGraph5
LlamaIndex5
Semantic Kernel5
AWS4

DevOps

6 postings
Azure4
AWS3
Kubernetes3
Docker2
GCP2
Git2

Frontend

3 postings
JavaScript3
GraphQL2
React.js2
TypeScript2
WebSockets2
tRPC2

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How modern is the LTS stack?

Cutting-edge AI adopter 81/100

LTS 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: 2; legacy ones: 0.

How common is the LTS stack in its industry?

Share of the 936 companies in the same industries, whose stack Alion knows, that use each technology.

Azure62%
AWS57%
Kubernetes50%
Python63%
GCP43%
LangChain23%
LangGraph16%
AutoGen8%
LlamaIndex12%
LLM36%

What sets LTS apart

Qdrant4%

Questions about the LTS tech stack

What programming languages does LTS use?

The languages named in LTS job postings are Python (38%), TypeScript (22%), JavaScript (13%), Apex (9%), C# (6%), as a share of the 32 postings of the last 12 months.

Does LTS use LangChain?

Yes. LangChain is named in 10 of 32 job postings (31%) and required in 5 of them.

What cloud and platforms does LTS use?

The cloud and platforms named in LTS job postings are Azure (25), AWS (23), Kubernetes (12) (postings in brackets).

What skills do you need for a AI/ML job at LTS?

AI/ML postings at LTS most often require Python (8), LangChain (5), LangGraph (5), LlamaIndex (5), out of 8 postings in the last 12 months.

Is the LTS tech stack changing?

No new technology has appeared in LTS job postings in the last six months.

How modern is the LTS tech stack?

LTS 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: 2; legacy ones: 0.

How does Alion know the LTS tech stack?

Alion reads every job posting LTS publishes and tags the technologies each one names. The figures on this page count the 32 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, "LTS tech stack: 103 technologies from 32 job postings", as of Sep 27, 2026. https://alion.io/company/lts/technologies

Licence: CC BY-SA 4.0JSON