ansrsource tech stack

ansrsource builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, Azure, LangChain, Spring Boot. Python is named in 28 of the 49 job postings ansrsource published in the last 12 months (57%). Counted by Alion from the job postings of ansrsource, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
179
Postings analysed
49
Open now
31
Modernity
83 /100

What programming languages does ansrsource use?

Python is named in 57% of job postings at ansrsource, followed by SQL (55%), Java (29%), JavaScript (29%).

Python 28 57% required in 100% · 20 open now · since Jul 2026
SQL 27 55% required in 93% · 15 open now · since Jul 2026
Java 14 29% required in 100% · 11 open now · since Jul 2026
JavaScript 14 29% required in 100% · 11 open now · since Jul 2026
TypeScript 7 14% required in 100% · 6 open now · since Jul 2026
Bash 5 10% required in 100% · 3 open now · since Jul 2026
Node JS 5 10% required in 100% · 4 open now · since Jul 2026
C++ 3 6% required in 100% · 1 open now · since Jul 2026
Show all (16)
PowerShell2
C#1
Go1
Kotlin1
PHP1
Rust1
SAS1
Groovy1

What frameworks and libraries does ansrsource use?

LangChain is named in 18% of job postings at ansrsource, followed by Spring Boot (16%), LangGraph (16%), Rest-Assured (14%).

LangChain 9 18% required in 100% · 5 open now · since Jul 2026
Spring Boot 8 16% required in 100% · 6 open now · since Jul 2026
LangGraph 8 16% required in 88% · 4 open now · since Jul 2026
Rest-Assured 7 14% required in 71% · 7 open now · since Aug 2026
Selenium 5 10% required in 100% · 5 open now · since Aug 2026
React.js 4 8% required in 100% · 2 open now · since Jul 2026
Playwright 3 6% required in 100% · 3 open now · since Aug 2026
PyTorch 3 6% required in 100% · 1 open now · since Jul 2026
Show all (32)
TensorFlow3
Angular2
Appium2
Cypress2
JUnit2
OpenTelemetry2
TestNG2
Vue.js2
XGBoost2
Robot Framework2
Cucumber1
FastAPI1
Hadoop1
Hibernate1
Jetpack Compose1
Laravel1
LlamaIndex1
Next.js1
Pytest1
Quarkus1
Redux1
Spring MVC1
Yii1
Symfony1

What databases does ansrsource use?

Snowflake is named in 14% of job postings at ansrsource, followed by Google BigQuery (12%), MySQL (10%), Oracle (6%).

Snowflake 7 14% required in 71% · 5 open now · since Jul 2026
Google BigQuery 6 12% required in 83% · 3 open now · since Jul 2026
MySQL 5 10% required in 100% · 3 open now · since Jul 2026
Oracle 3 6% required in 100% · 1 open now · since Jul 2026
PostgreSQL 3 6% required in 100% · 2 open now · since Jul 2026
Cassandra 2 4% required in 100% · 2 open now · since Jul 2026
DynamoDB 2 4% required in 100% · 2 open now · since Aug 2026
Amazon Aurora 1 2% required in 100% · 1 open now · since Aug 2026
Show all (15)
Azure SQL Database1
Couchbase1
Db21
Delta Lake1
MongoDB1
Redis1
OpenSearch1

What cloud and platforms does ansrsource use?

AWS is named in 49% of job postings at ansrsource, followed by Azure (39%), Kubernetes (33%), GitHub (27%).

AWS 24 49% required in 92% · 18 open now · since Jul 2026
Azure 19 39% required in 84% · 12 open now · since Jul 2026
Kubernetes 16 33% required in 88% · 10 open now · since Jul 2026
GitHub 13 27% required in 77% · 10 open now · since Jul 2026
GCP 12 24% required in 83% · 7 open now · since Jul 2026
Databricks 11 22% required in 91% · 7 open now · since Jul 2026
GitLab 11 22% required in 91% · 5 open now · since Jul 2026
Apache Kafka 6 12% required in 100% · 4 open now · since Jul 2026
Show all (52)
Spark5
AWS Bedrock5
GitHub Actions5
GitLab CI5
Power BI5
Postman5
AWS Lambda4
Amazon EC24
Amazon S34
Dynatrace4
Grafana4
Amazon SageMaker4
Linux4
Vertex AI4
AWS Bedrock AgentCore3
Azure DevOps3
Splunk3
Google Cloud Run2
Hugging Face2
OpenShift2
SonarQube2
OpenAI2
Tableau2
Burp Suite2
Unix2
.NET1
API Gateway1
Active Directory1
Auth01
Azure AKS1
Bamboo1
Bitbucket1

And 12 more, each named in fewer postings.

What developer tools does ansrsource use?

Docker is named in 35% of job postings at ansrsource, followed by Git (24%), Jenkins (22%), Copilot (12%).

Docker 17 35% required in 82% · 11 open now · since Jul 2026
Git 12 24% required in 100% · 8 open now · since Jul 2026
Jenkins 11 22% required in 82% · 8 open now · since Jul 2026
Copilot 6 12% required in 67% · 6 open now · since Aug 2026
Model Context Protocol 6 12% required in 67% · 4 open now · since Jul 2026
Rest API 5 10% required in 100% · 4 open now · since Jul 2026
GraphQL 4 8% required in 100% · 2 open now · since Jul 2026
Maven 4 8% required in 100% · 3 open now · since Jul 2026
Show all (32)
Terraform4
JMeter4
CloudFormation3
Gradle3
Prometheus3
Graylog2
HAProxy2
gRPC2
pySpark2
A2A2
OWASP ZAP2
Alteryx1
Ansible1
Azure Data Factory1
CircleCI1
Claude Code1
Informatica1
SSIS1
Spinnaker1
Webpack1
dbt1
npm1
Google ADK1
Podman1

What AI and ML technologies does ansrsource use?

LLM is named in 27% of job postings at ansrsource, followed by Claude (6%), BERT (2%), Gemini (2%).

LLM 13 27% required in 92% · 9 open now · since Jul 2026
Claude 3 6% required in 100% · 3 open now · since Aug 2026
BERT 1 2% required in 100% · since Jul 2026
Gemini 1 2% optional · 1 open now · since Aug 2026

Which engineering practices does ansrsource ask for?

CI/CD is named in 53% of job postings at ansrsource, followed by AI Agents (24%), Machine Learning (18%), Prompt Engineering (14%).

CI/CD 26 53% required in 88% · 19 open now · since Jul 2026
AI Agents 12 24% required in 75% · 8 open now · since Jul 2026
Machine Learning 9 18% required in 100% · 4 open now · since Jul 2026
Prompt Engineering 7 14% required in 100% · 5 open now · since Jul 2026
Platform Engineering 6 12% required in 100% · 5 open now · since Jul 2026
RAG 6 12% required in 100% · 5 open now · since Jul 2026
NLP 5 10% required in 100% · 3 open now · since Jul 2026
ETL/ELT 4 8% required in 100% · 3 open now · since Jul 2026
Show all (28)
Fine-tuning4
SOAP4
LLM Guardrails3
Function Calling2
IAM2
LLMOps2
A/B Testing1
Context Engineering1
EU AI Act1
Embeddings1
Feature Store1
Knowledge Graph1
Multimodal AI1
Service Mesh1
AIOps1
Chaos Engineering1
Hallucination1
Incident Management1
Self-Healing1
Synthetic Data1

What does each ansrsource team work with?

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

Backend

17 postings
AWS12
SQL9
Java8
Docker7
JavaScript7
GitLab6

AI/ML

10 postings
Python8
LLM6
Azure5
LangChain5
LangGraph5
AWS4

DevOps

6 postings
Bash5
GCP5
Python5
AWS4
Kubernetes4
Azure3

QA

4 postings
Git3
JavaScript3
Postman3
Python3
SQL3
Playwright2

Industrial Engineering

3 postings
Python3
Selenium3
Appium2
Git2
JavaScript2
SQL2

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How modern is the ansrsource stack?

Cutting-edge AI adopter 83/100

ansrsource scores 83 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: 4; legacy ones: 0.

How common is the ansrsource stack in its industry?

Share of the 1,723 companies in the same industries, whose stack Alion knows, that use each technology.

Python40%
SQL36%
AWS29%
Azure21%
Kubernetes20%
Java13%
JavaScript37%
GitHub16%
LLM20%
GCP16%

What sets ansrsource apart

Spring Boot4%
Rest-Assured2%
AWS Bedrock2%
Postman4%
Amazon EC24%
Amazon SageMaker2%
Dynatrace1%
Vertex AI2%
AWS Bedrock AgentCore1%
Oracle4%

Questions about the ansrsource tech stack

What programming languages does ansrsource use?

The languages named in ansrsource job postings are Python (57%), SQL (55%), Java (29%), JavaScript (29%), TypeScript (14%), as a share of the 49 postings of the last 12 months.

Does ansrsource use LangChain?

Yes. LangChain is named in 9 of 49 job postings (18%) and required in 9 of them.

What cloud and platforms does ansrsource use?

The cloud and platforms named in ansrsource job postings are AWS (24), Azure (19), Kubernetes (16) (postings in brackets).

What skills do you need for a Backend job at ansrsource?

Backend postings at ansrsource most often require AWS (12), SQL (9), Java (8), Docker (7), out of 17 postings in the last 12 months.

Is the ansrsource tech stack changing?

No new technology has appeared in ansrsource job postings in the last six months.

How modern is the ansrsource tech stack?

ansrsource scores 83 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: 4; legacy ones: 0.

How does Alion know the ansrsource tech stack?

Alion reads every job posting ansrsource publishes and tags the technologies each one names. The figures on this page count the 49 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, "ansrsource tech stack: 179 technologies from 49 job postings", as of Sep 27, 2026. https://alion.io/company/ansrsource/technologies

Licence: CC BY-SA 4.0JSON