Swingtech Consulting tech stack

Swingtech Consulting builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, GCP, Snowflake, LangChain. AWS is named in 6 of the 7 job postings Swingtech Consulting published in the last 12 months (86%). Counted by Alion from the job postings of Swingtech Consulting, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
72
Postings analysed
7
Open now
5
Modernity
78 /100
New in 6 months
8

What programming languages does Swingtech Consulting use?

Python is named in 57% of job postings at Swingtech Consulting, followed by SQL (29%), C# (14%), JavaScript (14%).

Python 4 57% required in 100% · 3 open now · since Aug 2026
SQL 2 29% required in 100% · 2 open now · since Sep 2026
C# 1 14% required in 100% · 1 open now · since Sep 2026
JavaScript 1 14% required in 100% · 1 open now · since Sep 2026
TypeScript 1 14% required in 100% · 1 open now · since Sep 2026
Java 1 14% optional · 1 open now · since Sep 2026
Node JS 1 14% optional · 1 open now · since Sep 2026

What frameworks and libraries does Swingtech Consulting use?

LangChain is named in 29% of job postings at Swingtech Consulting, followed by LangGraph (29%), LlamaIndex (29%), Angular (14%).

LangChain 2 29% optional · 2 open now · since Sep 2026
LangGraph 2 29% optional · 2 open now · since Sep 2026
LlamaIndex 2 29% optional · 2 open now · since Sep 2026
Angular 1 14% optional · 1 open now · since Sep 2026
Django 1 14% optional · 1 open now · since Sep 2026
FAISS 1 14% optional · 1 open now · since Sep 2026
FastAPI 1 14% optional · 1 open now · since Sep 2026
Flask 1 14% 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 57% of job postings at Swingtech Consulting, followed by Amazon Redshift (14%), BigQuery (14%), Chroma (14%).

Snowflake 4 57% required in 50% · 2 open now · since Aug 2026
Amazon Redshift 1 14% optional · 1 open now · since Sep 2026
BigQuery 1 14% optional · 1 open now · since Sep 2026
Chroma 1 14% optional · 1 open now · since Sep 2026
Google BigQuery 1 14% optional · 1 open now · since Sep 2026
Milvus 1 14% optional · 1 open now · since Sep 2026
OpenSearch 1 14% optional · 1 open now · since Sep 2026
Pinecone 1 14% optional · 1 open now · since Sep 2026
Show all (10)
PostgreSQL1
Weaviate1

What cloud and platforms does Swingtech Consulting use?

AWS is named in 86% of job postings at Swingtech Consulting, followed by GCP (71%), Azure (57%), Databricks (57%).

AWS 6 86% required in 67% · 4 open now · since Aug 2026
GCP 5 71% required in 80% · 3 open now · since Aug 2026
Azure 4 57% required in 50% · 4 open now · since Sep 2026
Databricks 4 57% required in 50% · 2 open now · since Aug 2026
Kubernetes 3 43% optional · 3 open now · since Sep 2026
MLFlow 2 29% optional · 2 open now · since Sep 2026
.NET 1 14% optional · 1 open now · since Sep 2026
AWS Bedrock 1 14% optional · 1 open now · since Sep 2026
Show all (13)
Amazon S31
GitLab1
Hugging Face1
SIEM1
Vertex AI1

What developer tools does Swingtech Consulting use?

Model Context Protocol is named in 71% of job postings at Swingtech Consulting, followed by Git (29%), Rest API (29%), Semantic Kernel (29%).

Model Context Protocol 5 71% required in 100% · 4 open now · since Aug 2026
Git 2 29% required in 100% · 2 open now · since Sep 2026
Rest API 2 29% required in 100% · 2 open now · since Sep 2026
Semantic Kernel 2 29% optional · 2 open now · since Sep 2026
AWS Glue 1 14% optional · 1 open now · since Sep 2026
Azure Data Factory 1 14% optional · 1 open now · since Sep 2026
Copilot 1 14% optional · 1 open now · since Sep 2026
Docker 1 14% optional · 1 open now · since Sep 2026

What AI and ML technologies does Swingtech Consulting use?

LLM is named in 86% of job postings at Swingtech Consulting.

LLM 6 86% required in 100% · 4 open now · since Aug 2026

Which engineering practices does Swingtech Consulting ask for?

RAG is named in 100% of job postings at Swingtech Consulting, followed by CI/CD (71%), AI Agents (57%), Embeddings (57%).

RAG 7 100% required in 100% · 5 open now · since Aug 2026
CI/CD 5 71% required in 100% · 4 open now · since Aug 2026
AI Agents 4 57% required in 100% · 2 open now · since Aug 2026
Embeddings 4 57% required in 100% · 3 open now · since Aug 2026
Agentic Workflows 3 43% required in 100% · 3 open now · since Sep 2026
NLP 3 43% required in 100% · 3 open now · since Sep 2026
Hallucination 2 29% required in 100% · 2 open now · since Sep 2026
Human-in-the-Loop 2 29% required in 100% · 2 open now · since Sep 2026
Show all (21)
Machine Learning2
Reranking2
Red Teaming2
Context Engineering1
ETL/ELT1
Fine-tuning1
Function Calling1
Hybrid Search1
LLMOps1
Multi-Agent Systems1
OCR1
Tool Use1
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

6 postings
LLM6
Model Context Protocol5
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
Agentic WorkflowsSep 2026
Human-in-the-LoopSep 2026
Red TeamingSep 2026
AzureSep 2026
NLPSep 2026
KubernetesSep 2026
GitSep 2026
HallucinationSep 2026

How modern is the Swingtech Consulting stack?

Cutting-edge AI adopter 78/100

Swingtech Consulting scores 78 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 1,693 companies in the same industries, whose stack Alion knows, that use each technology.

AWS52%
LLM35%
GCP38%
Azure51%
Databricks23%
Python60%
Snowflake19%
Kubernetes48%
LangChain21%
LangGraph15%

Questions about the Swingtech Consulting tech stack

What programming languages does Swingtech Consulting use?

The languages named in Swingtech Consulting job postings are Python (57%), SQL (29%), C# (14%), JavaScript (14%), TypeScript (14%), as a share of the 7 postings of the last 12 months.

Does Swingtech Consulting use AWS?

Yes. AWS is named in 6 of 7 job postings (86%) and required in 4 of them.

What cloud and platforms does Swingtech Consulting use?

The cloud and platforms named in Swingtech Consulting job postings are AWS (6), GCP (5), Azure (4) (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 (6), Model Context Protocol (5), AWS (3), GCP (3), out of 6 postings in the last 12 months.

Is the Swingtech Consulting tech stack changing?

Yes. Agentic Workflows, Human-in-the-Loop, Red Teaming, Azure first appeared in Swingtech Consulting job postings in the last six months.

How modern is the Swingtech Consulting tech stack?

Swingtech Consulting scores 78 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 7 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, "Swingtech Consulting tech stack: 72 technologies from 7 job postings", as of Sep 27, 2026. https://alion.io/company/swingtech/technologies

Licence: CC BY-SA 4.0JSON