MRO tech stack

MRO builds mostly with Python, SQL. Its stack also includes AWS, Azure, BigQuery, Google BigQuery. Claude is named in 3 of the 9 job postings MRO published in the last 12 months (33%). Counted by Alion from the job postings of MRO, updated Oct 5, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 5, 2026
Technologies in use
41
Postings analysed
9
Open now
5
Modernity
82 /100
New in 6 months
8

What programming languages does MRO use?

Python is named in 22% of job postings at MRO, followed by SQL (11%).

Python 2 22% required in 100% · 1 open now · since Sep 2026
SQL 1 11% optional · 1 open now · since Nov 2017

What frameworks and libraries does MRO use?

LangChain is named in 11% of job postings at MRO, followed by LlamaIndex (11%), pgvector (11%).

LangChain 1 11% required in 100% · since Sep 2026
LlamaIndex 1 11% required in 100% · since Sep 2026
pgvector 1 11% required in 100% · since Sep 2026

What databases does MRO use?

BigQuery is named in 22% of job postings at MRO, followed by Google BigQuery (22%), MS SQL (11%), Pinecone (11%).

BigQuery 2 22% required in 50% · 1 open now · since Sep 2026
Google BigQuery 2 22% required in 50% · 1 open now · since Sep 2026
MS SQL 1 11% required in 100% · since Sep 2026
Pinecone 1 11% required in 100% · since Sep 2026
Weaviate 1 11% required in 100% · since Sep 2026
PostgreSQL 1 11% optional · since Sep 2026

What cloud and platforms does MRO use?

AWS is named in 22% of job postings at MRO, followed by Azure (22%), GCP (22%), AWS Bedrock (22%).

AWS 2 22% required in 100% · 1 open now · since Sep 2026
Azure 2 22% required in 100% · 1 open now · since Sep 2026
GCP 2 22% required in 100% · 1 open now · since Sep 2026
AWS Bedrock 2 22% required in 50% · 1 open now · since Sep 2026
Vertex AI 2 22% required in 50% · 1 open now · since Sep 2026
Amazon SageMaker 1 11% required in 100% · since Sep 2026
Kubernetes 1 11% required in 100% · 1 open now · since Sep 2026
Windows 1 11% required in 100% · since Sep 2026

What developer tools does MRO use?

Copilot is named in 33% of job postings at MRO, followed by Microsoft Excel (33%), Cursor (11%), Docker (11%).

Copilot 3 33% required in 100% · 1 open now · since Sep 2026
Microsoft Excel 3 33% required in 100% · 2 open now · since Sep 2026
Cursor 1 11% required in 100% · since Sep 2026
Docker 1 11% required in 100% · 1 open now · since Sep 2026
Model Context Protocol 1 11% required in 100% · 1 open now · since Sep 2026
Terraform 1 11% optional · 1 open now · since Sep 2026

What AI and ML technologies does MRO use?

Claude is named in 33% of job postings at MRO, followed by LLM (22%).

Claude 3 33% required in 100% · 1 open now · since Sep 2026
LLM 2 22% required in 100% · 1 open now · since Sep 2026

Which engineering practices does MRO ask for?

Incident Management is named in 22% of job postings at MRO, followed by CI/CD (22%), AI Agents (11%), Embeddings (11%).

Incident Management 2 22% required in 100% · 1 open now · since Sep 2026
CI/CD 2 22% required in 50% · 1 open now · since Sep 2026
AI Agents 1 11% required in 100% · 1 open now · since Sep 2026
Embeddings 1 11% required in 100% · since Sep 2026
Hallucination 1 11% required in 100% · since Sep 2026
Human-in-the-Loop 1 11% required in 100% · since Sep 2026
Hybrid Search 1 11% required in 100% · since Sep 2026
LLM Guardrails 1 11% required in 100% · since Sep 2026
Show all (14)
Multimodal AI1
NLP1
Prompt Engineering1
RAG1
SLI/SLO/SLA1
FinOps1

How does your stack fit MRO?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the MRO 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
ClaudeSep 2026
CopilotSep 2026
Microsoft ExcelSep 2026
AWSSep 2026
AzureSep 2026
GCPSep 2026
Incident ManagementSep 2026
LLMSep 2026

How modern is the MRO stack?

Cutting-edge AI adopter 82/100

MRO 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: 2; legacy ones: 0.

How common is the MRO stack in its industry?

Share of the 240 companies in the same industries, whose stack Alion knows, that use each technology.

Claude31%
AWS59%
AWS Bedrock8%
Azure38%
BigQuery10%
GCP37%
Google BigQuery12%
LLM44%
Python64%
Vertex AI3%

Questions about the MRO tech stack

What programming languages does MRO use?

The languages named in MRO job postings are Python (22%), SQL (11%), as a share of the 9 postings of the last 12 months.

Does MRO use AWS?

Yes. AWS is named in 2 of 9 job postings (22%) and required in 2 of them.

What cloud and platforms does MRO use?

The cloud and platforms named in MRO job postings are AWS (2), Azure (2), GCP (2) (postings in brackets).

Is the MRO tech stack changing?

Yes. Claude, Copilot, Microsoft Excel, AWS first appeared in MRO job postings in the last six months.

How modern is the MRO tech stack?

MRO 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: 2; legacy ones: 0.

How does Alion know the MRO tech stack?

Alion reads every job posting MRO publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 5, 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, "MRO tech stack: 41 technologies from 9 job postings", as of Oct 5, 2026. https://alion.io/company/mrocorp/technologies

Licence: CC BY-SA 4.0JSON