EMD Group tech stack

EMD Group builds mostly with Python, SQL, C#, Java. Its stack also includes AWS, Azure, Snowflake, LangChain. Python is named in 58 of the 192 job postings EMD Group published in the last 12 months (30%). Counted by Alion from the job postings of EMD Group, updated Oct 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 8, 2026
Technologies in use
211
Postings analysed
192
Open now
190
Modernity
81 /100
New in 6 months
8

What programming languages does EMD Group use?

Python is named in 30% of job postings at EMD Group, followed by SQL (13%), C# (6%), Java (6%).

Python 58 30% required in 72% · 58 open now · since Aug 2026
SQL 24 13% required in 83% · 24 open now · since Aug 2026
C# 12 6% required in 67% · 12 open now · since Aug 2026
Java 11 6% required in 91% · 11 open now · since Aug 2026
ABAP 9 5% required in 78% · 9 open now · since Aug 2026
JavaScript 9 5% required in 33% · 9 open now · since Aug 2026
PowerShell 7 4% required in 86% · 7 open now · since Aug 2026
TypeScript 7 4% required in 71% · 7 open now · since Aug 2026
Show all (16)
C++6
Scala4
Rust3
Node JS3
Bash2
Ruby2
MATLAB2
Go1

What frameworks and libraries does EMD Group use?

LangChain is named in 3% of job postings at EMD Group, followed by LangGraph (2%), React.js (2%), OpenTelemetry (2%).

LangChain 5 3% required in 20% · 5 open now · since Sep 2026
LangGraph 4 2% required in 75% · 4 open now · since Sep 2026
React.js 4 2% required in 75% · 4 open now · since Sep 2026
OpenTelemetry 4 2% required in 50% · 4 open now · since Sep 2026
Boto3 3 2% required in 100% · 3 open now · since Sep 2026
PyTorch 3 2% required in 100% · 3 open now · since Aug 2026
Scikit-learn 3 2% required in 100% · 3 open now · since Sep 2026
TensorFlow 3 2% required in 100% · 3 open now · since Aug 2026
Show all (40)
LiteLLM2
Polars2
NumPy2
Angular1
AutoGen1
Chi1
Commander.js1
CrewAI1
DSPy1
DeepEval1
Django1
FAISS1
FastAPI1
Flask1
Hadoop1
JAX1
LlamaIndex1
NeMo Guardrails1
Next.js1
OpenAI Evals1
Pandas1
PoC Library1
Ragas1
Ray1
Transformers1
Vue.js1
Web Dynpro ABAP1
Cypress1
Flink1
Jest1
Playwright1
Selenium1

What databases does EMD Group use?

Snowflake is named in 6% of job postings at EMD Group, followed by ElasticSearch (2%), PostgreSQL (2%), DynamoDB (2%).

Snowflake 12 6% required in 83% · 12 open now · since Aug 2026
ElasticSearch 4 2% required in 75% · 4 open now · since Aug 2026
PostgreSQL 4 2% required in 25% · 4 open now · since Aug 2026
DynamoDB 3 2% required in 33% · 3 open now · since Sep 2026
DuckDB 2 1% required in 100% · 2 open now · since Sep 2026
SAP HANA 2 1% required in 100% · 2 open now · since Sep 2026
MS SQL 2 1% required in 50% · 2 open now · since Sep 2026
Amazon Aurora 2 1% optional · 2 open now · since Sep 2026
Show all (17)
Apache Iceberg2
Amazon Redshift1
Milvus1
OpenSearch1
Oracle1
Pinecone1
Qdrant1
Weaviate1
Apache Doris1

What cloud and platforms does EMD Group use?

AWS is named in 20% of job postings at EMD Group, followed by Azure (14%), Kubernetes (10%), Power BI (10%).

AWS 39 20% required in 97% · 39 open now · since Aug 2026
Azure 27 14% required in 56% · 27 open now · since Aug 2026
Kubernetes 20 10% required in 85% · 20 open now · since Aug 2026
Power BI 20 10% required in 75% · 20 open now · since Aug 2026
Azure DevOps 19 10% required in 79% · 19 open now · since Aug 2026
GCP 15 8% required in 87% · 15 open now · since Aug 2026
Tableau 10 5% required in 60% · 10 open now · since Aug 2026
Grafana 10 5% required in 20% · 10 open now · since Aug 2026
Show all (49)
Amazon CloudWatch9
Amazon S38
AWS Bedrock8
Spark7
Windows7
Amazon EKS6
GitHub Actions6
API Gateway5
OpenAI5
GitHub5
AWS Lambda5
Amazon ECS4
LDAP4
Linux4
.NET4
AWS Fargate4
AWS Step Functions4
SAP BTP3
Amazon SageMaker3
Apache Kafka3
MLFlow3
Langfuse3
Active Directory2
Amazon EC22
Dify2
Kibana2
LangSmith2
Red Hat2
Unix2
VMWare2
RabbitMQ2
SAP BusinessObjects2

And 9 more, each named in fewer postings.

What developer tools does EMD Group use?

Terraform is named in 13% of job postings at EMD Group, followed by Git (10%), Microsoft Excel (10%), Docker (7%).

Terraform 25 13% required in 72% · 25 open now · since Aug 2026
Git 20 10% required in 80% · 20 open now · since Aug 2026
Microsoft Excel 19 10% required in 26% · 18 open now · since Sep 2026
Docker 14 7% required in 57% · 14 open now · since Aug 2026
CloudFormation 12 6% required in 83% · 12 open now · since Aug 2026
Prometheus 10 5% required in 30% · 10 open now · since Aug 2026
CAPA 9 5% required in 100% · 9 open now · since Aug 2026
Ansible 7 4% required in 57% · 7 open now · since Aug 2026
Show all (35)
Rest API6
pySpark5
ArgoCD5
Copilot4
AutoCAD4
Loki4
A2A3
Model Context Protocol3
dbt3
Argo Workflows2
Helm2
Informatica2
Jenkins2
KVM2
Kustomize2
SaltStack2
SolidWorks2
kubectl2
WebSockets2
External Secrets2
Keycloak2
AWS CDK1
Envoy1
GraphQL1
Adobe Illustrator1
MQTT1
OPC UA1

What AI and ML technologies does EMD Group use?

LLM is named in 7% of job postings at EMD Group, followed by Claude (1%), DeepSeek (1%), Llama (1%).

LLM 13 7% required in 92% · 13 open now · since Aug 2026
Claude 1 1% required in 100% · 1 open now · since Sep 2026
DeepSeek 1 1% required in 100% · 1 open now · since Sep 2026
Llama 1 1% required in 100% · 1 open now · since Sep 2026
ControlNet 1 1% optional · 1 open now · since Oct 2026
Stable Diffusion 1 1% optional · 1 open now · since Oct 2026

Which engineering practices does EMD Group ask for?

CI/CD is named in 25% of job postings at EMD Group, followed by AI Agents (11%), Machine Learning (11%), RAG (7%).

CI/CD 48 25% required in 79% · 48 open now · since Aug 2026
AI Agents 21 11% required in 100% · 21 open now · since Aug 2026
Machine Learning 21 11% required in 95% · 20 open now · since Aug 2026
RAG 14 7% required in 93% · 14 open now · since Aug 2026
IAM 12 6% required in 67% · 12 open now · since Sep 2026
Platform Engineering 11 6% required in 82% · 11 open now · since Sep 2026
GitOps 9 5% required in 78% · 9 open now · since Aug 2026
Agentic Workflows 7 4% required in 100% · 7 open now · since Aug 2026
Show all (46)
SLI/SLO/SLA6
ETL/ELT5
Human-in-the-Loop5
Master Data Management5
VPN5
NLP5
Context Engineering4
DNS4
Incident Management4
Tool Use4
Edge AI4
Time Series Forecasting4
Configuration Management3
Function Calling3
LLM Guardrails3
LLMOps3
Digital Twin3
Prompt Engineering3
Embeddings2
Multi-Agent Systems2
Multimodal AI2
Self-Healing2
Semantic Search2
Semantic Search2
Service Mesh2
Shift-Left2
AIOps2
Data Vault1
EU AI Act1
GraphRAG1
HPC1
Hybrid Search1

And 6 more, each named in fewer postings.

What other technologies does EMD Group use?

ABAP RAP is named in 1% of job postings at EMD Group, followed by CDS Views (1%).

ABAP RAP 2 1% required in 100% · 2 open now · since Sep 2026
CDS Views 2 1% required in 100% · 2 open now · since Sep 2026

What does each EMD Group team work with?

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

Industrial Engineering

23 postings
CAPA6
Python4
Azure2
GCP2
GitHub2
GitHub Actions2

Backend

20 postings
Python8
AWS7
Git6
SQL6
C#5
Snowflake5

AI/ML

17 postings
Python13
AWS10
Azure DevOps6
LLM6
Terraform6
Kubernetes5

Science & Research

17 postings
CAPA3
GCP3

Finance

17 postings
Power BI5
Microsoft Excel4
Tableau3

Enterprise Apps

13 postings
ABAP5
SAP BTP3
ABAP RAP2
CDS Views2
SAP HANA2

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How is the EMD Group 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
Node JSOct 2026
NumPyOct 2026
CopilotSep 2026
Self-HealingSep 2026
Service MeshSep 2026
AIOpsSep 2026
Boto3Sep 2026
Argo WorkflowsSep 2026

How modern is the EMD Group stack?

Cutting-edge AI adopter 81/100

EMD Group 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: 6; legacy ones: 0.

How common is the EMD Group stack in its industry?

Share of the 3,927 companies in the same industries, whose stack Alion knows, that use each technology.

Python56%
AWS44%
Azure36%
SQL44%
Kubernetes33%
Power BI17%
Azure DevOps10%
GCP32%
LLM34%
C#16%

What sets EMD Group apart

ABAP3%
AWS Fargate2%
AWS Step Functions3%
LDAP2%
Amazon SageMaker4%
Boto30%
Langfuse2%
SAP BTP2%

Questions about the EMD Group tech stack

What programming languages does EMD Group use?

The languages named in EMD Group job postings are Python (30%), SQL (13%), C# (6%), Java (6%), ABAP (5%), as a share of the 192 postings of the last 12 months.

Does EMD Group use LangChain?

Yes. LangChain is named in 5 of 192 job postings (3%) and required in 1 of them.

What cloud and platforms does EMD Group use?

The cloud and platforms named in EMD Group job postings are AWS (39), Azure (27), Kubernetes (20) (postings in brackets).

What skills do you need for a Industrial Engineering job at EMD Group?

Industrial Engineering postings at EMD Group most often require CAPA (6), Python (4), Azure (2), GCP (2), out of 23 postings in the last 12 months.

Is the EMD Group tech stack changing?

Yes. Node JS, NumPy, Copilot, Self-Healing first appeared in EMD Group job postings in the last six months.

How modern is the EMD Group tech stack?

EMD Group 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: 6; legacy ones: 0.

How does Alion know the EMD Group tech stack?

Alion reads every job posting EMD Group publishes and tags the technologies each one names. The figures on this page count the 192 postings of the last 12 months and were updated on Oct 8, 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, "EMD Group tech stack: 211 technologies from 192 job postings", as of Oct 8, 2026. https://alion.io/company/emdgroup/technologies

Licence: CC BY-SA 4.0JSON