Sourceability tech stack

Sourceability builds mostly with SQL, Python, C#, TypeScript. Its stack also includes Azure, Azure DevOps, NumPy, Pandas. Azure is named in 23 of the 30 job postings Sourceability published in the last 12 months (77%). Counted by Alion from the job postings of Sourceability, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
135
Postings analysed
30
Open now
28
Modernity
83 /100
New in 6 months
8

What programming languages does Sourceability use?

SQL is named in 57% of job postings at Sourceability, followed by Python (43%), C# (40%), TypeScript (27%).

SQL 17 57% required in 82% · 15 open now · since May 2026
Python 13 43% required in 100% · 11 open now · since May 2026
C# 12 40% required in 42% · 10 open now · since May 2026
TypeScript 8 27% required in 75% · 6 open now · since May 2026
JavaScript 8 27% required in 63% · 6 open now · since May 2026
PHP 2 7% required in 100% · 2 open now · since May 2026
PowerShell 1 3% required in 100% · 1 open now · since May 2026
Apex 1 3% optional · 1 open now · since Jul 2026

What frameworks and libraries does Sourceability use?

NumPy is named in 27% of job postings at Sourceability, followed by Pandas (27%), PyTorch (27%), Scikit-learn (27%).

NumPy 8 27% required in 100% · 8 open now · since Jul 2026
Pandas 8 27% required in 100% · 8 open now · since Jul 2026
PyTorch 8 27% required in 100% · 8 open now · since Jul 2026
Scikit-learn 8 27% required in 100% · 8 open now · since Jul 2026
Transformers 8 27% required in 100% · 8 open now · since Jul 2026
Cypress 5 17% required in 80% · 3 open now · since May 2026
Playwright 5 17% required in 80% · 3 open now · since May 2026
Selenium 5 17% required in 80% · 3 open now · since May 2026
Show all (27)
ASP.NET Core5
Appium4
Matplotlib4
OpenCV4
Rest-Assured4
SciPy4
TensorFlow4
Espresso4
LiteRT4
TFLite4
XCUITest4
Vue.js2
API Platform1
Angular1
Doctrine1
Ray1
React.js1
Symfony1
OpenTelemetry1

What databases does Sourceability use?

PostgreSQL is named in 17% of job postings at Sourceability, followed by ElasticSearch (13%), MySQL (13%), Neo4j (13%).

PostgreSQL 5 17% required in 20% · 5 open now · since May 2026
ElasticSearch 4 13% optional · 4 open now · since May 2026
MySQL 4 13% optional · 4 open now · since May 2026
Neo4j 4 13% optional · 4 open now · since Jul 2026
MS SQL 3 10% required in 100% · 3 open now · since May 2026
Azure SQL Database 3 10% optional · 3 open now · since May 2026
Redis 3 10% optional · 3 open now · since May 2026
OpenSearch 2 7% optional · 2 open now · since May 2026
Show all (10)
Oracle1
Snowflake1

What cloud and platforms does Sourceability use?

Azure is named in 77% of job postings at Sourceability, followed by Azure DevOps (57%), AWS (40%), .NET (23%).

Azure 23 77% required in 39% · 21 open now · since Apr 2026
Azure DevOps 17 57% required in 53% · 15 open now · since May 2026
AWS 12 40% required in 33% · 12 open now · since May 2026
.NET 7 23% optional · 5 open now · since May 2026
GitLab CI 6 20% required in 83% · 4 open now · since May 2026
GitHub Actions 5 17% required in 100% · 3 open now · since May 2026
Windows Server 5 17% required in 20% · 5 open now · since Apr 2026
Datadog 5 17% optional · 5 open now · since May 2026
Show all (32)
Hugging Face4
Postman4
Active Directory4
GCP4
Grafana4
OpenAI4
Power BI4
Sentry4
Kubernetes3
Linux2
Windows2
RabbitMQ1
SIEM1
Ubuntu1
VMWare1
Amazon EKS1
Amazon S31
Microsoft Defender1
Microsoft Entra ID1
Microsoft Sentinel1
MuleSoft1
New Relic1
Rancher1
Splunk1

What developer tools does Sourceability use?

Docker is named in 37% of job postings at Sourceability, followed by Git (37%), ONNX (27%), Rest API (20%).

Docker 11 37% required in 45% · 11 open now · since May 2026
Git 11 37% required in 36% · 11 open now · since May 2026
ONNX 8 27% required in 50% · 8 open now · since Jul 2026
Rest API 6 20% required in 100% · 6 open now · since May 2026
Jenkins 5 17% required in 100% · 3 open now · since May 2026
Gatling 4 13% optional · 2 open now · since May 2026
JMeter 4 13% optional · 2 open now · since May 2026
OpenVINO 4 13% optional · 4 open now · since Jul 2026
Show all (24)
Prometheus4
TensorRT4
Zabbix4
k64
Microsoft Excel3
SSIS3
Azure Data Factory3
dbt3
Kustomize2
Hyper-V1
PHPStan1
PHPUnit1
Ansible1
Helm1
Terraform1
xUnit1

What AI and ML technologies does Sourceability use?

CLIP is named in 13% of job postings at Sourceability, followed by LLM (13%), YOLO (13%), Core ML (13%).

CLIP 4 13% required in 100% · 4 open now · since Jul 2026
LLM 4 13% required in 100% · 4 open now · since Jul 2026
YOLO 4 13% required in 100% · 4 open now · since Jul 2026
Core ML 4 13% optional · 4 open now · since Jul 2026

Which engineering practices does Sourceability ask for?

CI/CD is named in 53% of job postings at Sourceability, followed by Machine Learning (27%), Computer Vision (20%), NLP (20%).

CI/CD 16 53% required in 69% · 14 open now · since May 2026
Machine Learning 8 27% required in 100% · 8 open now · since Jul 2026
Computer Vision 6 20% required in 83% · 6 open now · since Jul 2026
NLP 6 20% required in 83% · 6 open now · since Jul 2026
CNN 4 13% required in 100% · 4 open now · since Jul 2026
ETL/ELT 4 13% required in 100% · 4 open now · since May 2026
Embeddings 4 13% required in 100% · 4 open now · since Jul 2026
Fine-tuning 4 13% required in 100% · 4 open now · since Jul 2026
Show all (30)
GraphRAG4
Knowledge Graph4
NER4
OCR4
RAG4
Semantic Search4
Semantic Search4
Multimodal AI4
Prompt Engineering4
Synthetic Data4
DNS2
SLI/SLO/SLA2
VPN2
Configuration Management1
DHCP1
Dependency Injection1
Platform Engineering1
SOAP1
SRE1
TCP/IP1
VLAN1
IAM1

What does each Sourceability team work with?

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

AI/ML

8 postings
NumPy8
Pandas8
PyTorch8
Python8
Scikit-learn8
Transformers8

DevOps

5 postings
Azure5
Azure DevOps4
Git4
MS SQL3
SQL3
SSIS3

QA

4 postings
Appium4
Azure DevOps4
C#4
Cypress4
GitHub Actions4
GitLab CI4

See the open roles

How does your stack fit Sourceability?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Sourceability 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
Microsoft ExcelAug 2026
EmbeddingsJul 2026
Fine-tuningJul 2026
GraphRAGJul 2026
Hugging FaceJul 2026
Knowledge GraphJul 2026
LLMJul 2026
MatplotlibJul 2026
Not named for 6 months
SLI/SLO/SLAMar 2026

How modern is the Sourceability stack?

Cutting-edge AI adopter 83/100

Sourceability 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 Sourceability stack in its industry?

Share of the 920 companies in the same industries, whose stack Alion knows, that use each technology.

Azure27%
Azure DevOps7%
SQL42%
Python42%
AWS32%
C#12%
JavaScript36%
NumPy4%
Pandas5%
PyTorch8%

What sets Sourceability apart

NumPy4%
Transformers2%
ASP.NET Core3%
Cypress4%
Appium2%
CLIP0%
Core ML0%
Espresso1%
Hugging Face2%
LiteRT0%

Questions about the Sourceability tech stack

What programming languages does Sourceability use?

The languages named in Sourceability job postings are SQL (57%), Python (43%), C# (40%), TypeScript (27%), JavaScript (27%), as a share of the 30 postings of the last 12 months.

Does Sourceability use NumPy?

Yes. NumPy is named in 8 of 30 job postings (27%) and required in 8 of them.

What cloud and platforms does Sourceability use?

The cloud and platforms named in Sourceability job postings are Azure (23), Azure DevOps (17), AWS (12) (postings in brackets).

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

AI/ML postings at Sourceability most often require NumPy (8), Pandas (8), PyTorch (8), Python (8), out of 8 postings in the last 12 months.

Is the Sourceability tech stack changing?

Yes. Microsoft Excel, Embeddings, Fine-tuning, GraphRAG first appeared in Sourceability job postings in the last six months.

How modern is the Sourceability tech stack?

Sourceability 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 Sourceability tech stack?

Alion reads every job posting Sourceability publishes and tags the technologies each one names. The figures on this page count the 30 postings of the last 12 months and were updated on Sep 30, 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, "Sourceability tech stack: 135 technologies from 30 job postings", as of Sep 30, 2026. https://alion.io/company/sourceability/technologies

Licence: CC BY-SA 4.0JSON