EcoVadis tech stack

EcoVadis builds mostly with Python, SQL, JavaScript, C#. Its stack also includes Azure, LangChain, Databricks, AutoGen. LLM is named in 22 of the 33 job postings EcoVadis published in the last 12 months (67%). Counted by Alion from the job postings of EcoVadis, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
50
Postings analysed
33
Open now
16
Modernity
84 /100
New in 6 months
8

What programming languages does EcoVadis use?

Python is named in 61% of job postings at EcoVadis, followed by SQL (24%), JavaScript (18%), C# (9%).

Python 20 61% required in 100% · 11 open now · since Jul 2026
SQL 8 24% required in 100% · 3 open now · since Jul 2025
JavaScript 6 18% required in 100% · 5 open now · since Oct 2026
C# 3 9% required in 67% · 1 open now · since Jul 2025

What frameworks and libraries does EcoVadis use?

LangChain is named in 42% of job postings at EcoVadis, followed by AutoGen (21%), LangGraph (21%), LlamaIndex (12%).

LangChain 14 42% required in 86% · 6 open now · since Jul 2026
AutoGen 7 21% required in 100% · 2 open now · since Jul 2026
LangGraph 7 21% required in 100% · 2 open now · since Jul 2026
LlamaIndex 4 12% required in 100% · 2 open now · since Jul 2026
pgvector 4 12% required in 100% · 2 open now · since Jul 2026
spaCy 4 12% required in 100% · 2 open now · since Jul 2026
Selenium 1 3% required in 100% · since Jul 2025

What databases does EcoVadis use?

Neo4j is named in 15% of job postings at EcoVadis, followed by GraphDB (12%), Memgraph (12%), Pinecone (12%).

Neo4j 5 15% required in 100% · 2 open now · since Jul 2026
GraphDB 4 12% required in 100% · 2 open now · since Jul 2026
Memgraph 4 12% required in 100% · 2 open now · since Jul 2026
Pinecone 4 12% required in 100% · 2 open now · since Jul 2026
Qdrant 4 12% required in 100% · 2 open now · since Jul 2026
PostgreSQL 4 12% optional · 2 open now · since Jul 2026
ElasticSearch 1 3% required in 100% · since Jul 2025
MS SQL 1 3% required in 100% · since Jul 2025

What cloud and platforms does EcoVadis use?

Azure is named in 48% of job postings at EcoVadis, followed by Databricks (36%), MLFlow (27%), .NET (9%).

Azure 16 48% required in 94% · 7 open now · since Jul 2025
Databricks 12 36% required in 100% · 5 open now · since May 2026
MLFlow 9 27% required in 100% · 4 open now · since Jul 2026
.NET 3 9% required in 67% · 1 open now · since Jul 2025
Azure DevOps 1 3% optional · since Jan 2026

What developer tools does EcoVadis use?

Bicep is named in 21% of job postings at EcoVadis, followed by Azure Data Factory (12%), Docker (12%), Model Context Protocol (12%).

Bicep 7 21% required in 100% · 4 open now · since Jul 2026
Azure Data Factory 4 12% required in 100% · 2 open now · since Jul 2026
Docker 4 12% required in 100% · 2 open now · since Jul 2025
Model Context Protocol 4 12% required in 100% · 2 open now · since Jul 2026
dbt 4 12% required in 100% · 2 open now · since Jul 2026
AgentOps 3 9% required in 100% · 2 open now · since Jul 2026
Rest API 3 9% required in 100% · 2 open now · since Jul 2026
Microsoft Excel 1 3% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does EcoVadis use?

LLM is named in 67% of job postings at EcoVadis, followed by Gemini (52%), Claude (9%).

LLM 22 67% required in 100% · 11 open now · since May 2026
Gemini 17 52% required in 59% · 9 open now · since Jul 2026
Claude 3 9% required in 100% · 1 open now · since Jun 2026

Which engineering practices does EcoVadis ask for?

AI Agents is named in 48% of job postings at EcoVadis, followed by Machine Learning (42%), NLP (30%), ETL/ELT (24%).

AI Agents 16 48% required in 100% · 6 open now · since May 2026
Machine Learning 14 42% required in 100% · 6 open now · since Jul 2026
NLP 10 30% required in 100% · 4 open now · since Jul 2026
ETL/ELT 8 24% required in 100% · 3 open now · since May 2026
GraphRAG 5 15% required in 100% · 2 open now · since Jul 2026
Knowledge Graph 5 15% required in 100% · 2 open now · since Jul 2026
LLM Guardrails 5 15% required in 100% · 2 open now · since Jul 2026
CI/CD 4 12% required in 100% · 2 open now · since Jul 2026
Show all (15)
Hybrid Search4
Multi-Agent Systems4
NER4
Feature Store3
LLMOps3
RAG1
SLI/SLO/SLA1

What does each EcoVadis team work with?

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

AI/ML

10 postings
Python10
Azure9
Databricks9
MLFlow9
LangChain8
AutoGen7

Product

6 postings
Gemini6
JavaScript6
LLM6
Python6

Sales

4 postings
Claude2
Gemini2
LLM2

Industrial Engineering

4 postings
Azure4
Bicep4
GraphDB4
LLM4
LangChain4
LlamaIndex4

Data Science

3 postings
Databricks3
LLM3
SQL3

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How is the EcoVadis 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
JavaScriptOct 2026
CI/CDJul 2026
GraphDBJul 2026
Hybrid SearchJul 2026
LlamaIndexJul 2026
MemgraphJul 2026
Model Context ProtocolJul 2026
NERJul 2026

How modern is the EcoVadis stack?

Cutting-edge AI adopter 84/100

EcoVadis scores 84 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 EcoVadis stack in its industry?

Share of the 325 companies in the same industries, whose stack Alion knows, that use each technology.

LLM28%
Python46%
Gemini5%
Azure26%
LangChain10%
Databricks7%
MLFlow3%
SQL44%
AutoGen2%
LangGraph8%

What sets EcoVadis apart

MLFlow3%
AutoGen2%
Neo4j1%
GraphDB1%
LlamaIndex4%
Memgraph0%
Pinecone3%
Qdrant1%
pgvector3%
spaCy1%

Questions about the EcoVadis tech stack

What programming languages does EcoVadis use?

The languages named in EcoVadis job postings are Python (61%), SQL (24%), JavaScript (18%), C# (9%), as a share of the 33 postings of the last 12 months.

Does EcoVadis use LangChain?

Yes. LangChain is named in 14 of 33 job postings (42%) and required in 12 of them.

What cloud and platforms does EcoVadis use?

The cloud and platforms named in EcoVadis job postings are Azure (16), Databricks (12), MLFlow (9) (postings in brackets).

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

AI/ML postings at EcoVadis most often require Python (10), Azure (9), Databricks (9), MLFlow (9), out of 10 postings in the last 12 months.

Is the EcoVadis tech stack changing?

Yes. JavaScript, CI/CD, GraphDB, Hybrid Search first appeared in EcoVadis job postings in the last six months.

How modern is the EcoVadis tech stack?

EcoVadis scores 84 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 EcoVadis tech stack?

Alion reads every job posting EcoVadis publishes and tags the technologies each one names. The figures on this page count the 33 postings of the last 12 months and were updated on Oct 16, 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, "EcoVadis tech stack: 50 technologies from 33 job postings", as of Oct 16, 2026. https://alion.io/company/ecovadis/technologies

Licence: CC BY-SA 4.0JSON