Swingtech Consulting
Custom Software Development · IT Consulting & Digital Transformation

Swingtech Consulting tech stack

Swingtech Consulting builds mostly with Python, SQL, JavaScript, C#. Its stack also includes AWS, Azure, Snowflake, LangChain. AWS is named in 9 of the 17 job postings Swingtech Consulting published in the last 12 months (53%). Counted by Alion from the job postings of Swingtech Consulting, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
81
Postings analysed
17
Open now
14
Modernity
77 /100
New in 6 months
8

What programming languages does Swingtech Consulting use?

Python is named in 29% of job postings at Swingtech Consulting, followed by SQL (18%), JavaScript (12%), C# (6%).

Python 5 29% required in 100% · 4 open now · since Jun 2026
SQL 3 18% required in 100% · 3 open now · since Jun 2026
JavaScript 2 12% required in 100% · 2 open now · since Sep 2026
C# 1 6% required in 100% · 1 open now · since Sep 2026
TypeScript 1 6% required in 100% · 1 open now · since Sep 2026
Java 1 6% optional · 1 open now · since Sep 2026
Node JS 1 6% optional · 1 open now · since Sep 2026

What frameworks and libraries does Swingtech Consulting use?

LangChain is named in 12% of job postings at Swingtech Consulting, followed by LangGraph (12%), LlamaIndex (12%), Angular (6%).

LangChain 2 12% optional · 2 open now · since Sep 2026
LangGraph 2 12% optional · 2 open now · since Sep 2026
LlamaIndex 2 12% optional · 2 open now · since Sep 2026
Angular 1 6% optional · 1 open now · since Sep 2026
Django 1 6% optional · 1 open now · since Sep 2026
FAISS 1 6% optional · 1 open now · since Sep 2026
FastAPI 1 6% optional · 1 open now · since Sep 2026
Flask 1 6% optional · 1 open now · since Sep 2026
Show all (12)
React.js1
Spring Boot1
Vue.js1
pgvector1

What databases does Swingtech Consulting use?

Snowflake is named in 24% of job postings at Swingtech Consulting, followed by Amazon Redshift (6%), Chroma (6%), Google BigQuery (6%).

Snowflake 4 24% required in 50% · 2 open now · since Aug 2026
Amazon Redshift 1 6% optional · 1 open now · since Sep 2026
Chroma 1 6% optional · 1 open now · since Sep 2026
Google BigQuery 1 6% optional · 1 open now · since Sep 2026
Milvus 1 6% optional · 1 open now · since Sep 2026
OpenSearch 1 6% optional · 1 open now · since Sep 2026
Pinecone 1 6% optional · 1 open now · since Sep 2026
PostgreSQL 1 6% optional · 1 open now · since Sep 2026
Show all (9)
Weaviate1

What cloud and platforms does Swingtech Consulting use?

AWS is named in 53% of job postings at Swingtech Consulting, followed by Azure (47%), GCP (29%), Databricks (29%).

AWS 9 53% required in 56% · 7 open now · since Jun 2026
Azure 8 47% required in 38% · 7 open now · since Sep 2026
GCP 5 29% required in 80% · 3 open now · since Aug 2026
Databricks 5 29% required in 60% · 3 open now · since Jun 2026
Windows 3 18% required in 100% · 2 open now · since Oct 2026
Kubernetes 3 18% optional · 3 open now · since Sep 2026
Linux 2 12% optional · 2 open now · since Nov 2026
MLFlow 2 12% optional · 2 open now · since Sep 2026
Show all (19)
Power BI1
Spark1
Tableau1
.NET1
AWS Bedrock1
Amazon S31
Azure DevOps1
GitLab1
Hugging Face1
SIEM1
Vertex AI1

What developer tools does Swingtech Consulting use?

Model Context Protocol is named in 29% of job postings at Swingtech Consulting, followed by Git (12%), Rest API (12%), Semantic Kernel (12%).

Model Context Protocol 5 29% required in 100% · 4 open now · since Aug 2026
Git 2 12% required in 100% · 2 open now · since Sep 2026
Rest API 2 12% required in 100% · 2 open now · since Sep 2026
Semantic Kernel 2 12% optional · 2 open now · since Sep 2026
Microsoft Excel 1 6% required in 100% · 1 open now · since Oct 2026
pySpark 1 6% required in 100% · 1 open now · since Jun 2026
AWS Glue 1 6% optional · 1 open now · since Sep 2026
Azure Data Factory 1 6% optional · 1 open now · since Sep 2026
Show all (10)
Copilot1
Docker1

What AI and ML technologies does Swingtech Consulting use?

LLM is named in 35% of job postings at Swingtech Consulting.

LLM 6 35% required in 100% · 4 open now · since Aug 2026

Which engineering practices does Swingtech Consulting ask for?

RAG is named in 47% of job postings at Swingtech Consulting, followed by CI/CD (41%), AI Agents (29%), Embeddings (24%).

RAG 8 47% required in 88% · 6 open now · since Aug 2026
CI/CD 7 41% required in 71% · 6 open now · since Aug 2026
AI Agents 5 29% required in 100% · 3 open now · since Aug 2026
Embeddings 4 24% required in 100% · 3 open now · since Aug 2026
NLP 4 24% required in 75% · 4 open now · since Sep 2026
Agentic Workflows 3 18% required in 100% · 3 open now · since Sep 2026
Human-in-the-Loop 3 18% required in 67% · 3 open now · since Sep 2026
Hallucination 2 12% required in 100% · 2 open now · since Sep 2026
Show all (23)
Machine Learning2
Reranking2
Configuration Management2
Red Teaming2
CAPA1
Context Engineering1
ETL/ELT1
Fine-tuning1
Function Calling1
Hybrid Search1
LLMOps1
Multi-Agent Systems1
OCR1
Wi-Fi1
NIST AI RMF1

What does each Swingtech Consulting team work with?

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

AI/ML

5 postings
LLM5
Model Context Protocol4
AWS3
GCP3
Python3
Databricks2

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How is the Swingtech Consulting 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
Configuration ManagementNov 2026
LinuxNov 2026
WindowsOct 2026
JavaScriptSep 2026
Agentic WorkflowsSep 2026
Human-in-the-LoopSep 2026
Red TeamingSep 2026
AzureSep 2026

How modern is the Swingtech Consulting stack?

Cutting-edge AI adopter 77/100

Swingtech Consulting scores 77 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: 1; legacy ones: 0.

How common is the Swingtech Consulting stack in its industry?

Share of the 9,014 companies in the same industries, whose stack Alion knows, that use each technology.

AWS51%
Azure50%
LLM28%
Databricks16%
GCP34%
Python60%
Snowflake13%
Kubernetes42%
SQL60%
Windows28%

Questions about the Swingtech Consulting tech stack

What programming languages does Swingtech Consulting use?

The languages named in Swingtech Consulting job postings are Python (29%), SQL (18%), JavaScript (12%), C# (6%), TypeScript (6%), as a share of the 17 postings of the last 12 months.

Does Swingtech Consulting use AWS?

Yes. AWS is named in 9 of 17 job postings (53%) and required in 5 of them.

What cloud and platforms does Swingtech Consulting use?

The cloud and platforms named in Swingtech Consulting job postings are AWS (9), Azure (8), GCP (5) (postings in brackets).

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

AI/ML postings at Swingtech Consulting most often require LLM (5), Model Context Protocol (4), AWS (3), GCP (3), out of 5 postings in the last 12 months.

Is the Swingtech Consulting tech stack changing?

Yes. Configuration Management, Linux, Windows, JavaScript first appeared in Swingtech Consulting job postings in the last six months.

How modern is the Swingtech Consulting tech stack?

Swingtech Consulting scores 77 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: 1; legacy ones: 0.

How does Alion know the Swingtech Consulting tech stack?

Alion reads every job posting Swingtech Consulting publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Nov 13, 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, "Swingtech Consulting tech stack: 81 technologies from 17 job postings", as of Nov 13, 2026. https://alion.io/company/swingtech/technologies

Licence: CC BY-SA 4.0JSON