Sia
Analytics & BI Consulting · AI Consulting & Integration

Sia tech stack

Sia builds mostly with Python, SQL, Java, C++. Its stack also includes Azure, AWS, PostgreSQL, LangChain. Azure is named in 382 of the 548 job postings Sia published in the last 12 months (70%). Counted by Alion from the job postings of Sia, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
204
Postings analysed
548
Open now
160
Modernity
84 /100
New in 6 months
8

What programming languages does Sia use?

Python is named in 62% of job postings at Sia, followed by SQL (31%), Java (20%), C++ (18%).

Python 339 62% required in 96% · 104 open now · since Mar 2025
SQL 171 31% required in 98% · 43 open now · since Apr 2025
Java 109 20% required in 100% · 23 open now · since Sep 2025
C++ 96 18% required in 100% · 18 open now · since Jul 2026
PowerShell 64 12% required in 100% · 13 open now · since Jul 2026
Ruby 61 11% required in 100% · 11 open now · since Jul 2026
Scala 43 8% required in 100% · 11 open now · since Oct 2025
JavaScript 19 3% required in 79% · 5 open now · since Jun 2026
Show all (15)
MATLAB13
TypeScript10
Node JS9
Perl4
C#3
SAS2
Julia1

What frameworks and libraries does Sia use?

LangChain is named in 14% of job postings at Sia, followed by LlamaIndex (9%), Hadoop (7%), Flask (5%).

LangChain 74 14% required in 99% · 42 open now · since Apr 2026
LlamaIndex 50 9% required in 100% · 35 open now · since Apr 2026
Hadoop 38 7% required in 92% · 7 open now · since Jun 2026
Flask 30 5% required in 90% · 9 open now · since Jun 2026
Anthropic SDK 28 5% required in 46% · 21 open now · since Aug 2026
OpenAI SDK 28 5% required in 46% · 21 open now · since Aug 2026
TensorFlow 27 5% required in 81% · 9 open now · since Apr 2026
LangGraph 26 5% required in 85% · 11 open now · since Apr 2026
Show all (49)
PyTorch26
pgvector25
Transformers21
FastAPI19
Plotly13
AutoGen10
Mistral SDK8
React.js8
CrewAI6
Pandas5
Django5
Next.js5
Angular4
OpenAI Agents SDK3
Alembic3
Flink3
Marshmallow3
Nuxt.js3
SQLAlchemy3
Spring Boot3
Vue.js3
FAISS2
Fastify2
Jest2
Mocha2
Nest.JS2
Supertest2
TypeORM2
Scikit-learn2
Cucumber1
Playwright1
Pytest1

And 9 more, each named in fewer postings.

What databases does Sia use?

PostgreSQL is named in 20% of job postings at Sia, followed by Snowflake (10%), Pinecone (1%), Amazon Redshift (1%).

PostgreSQL 111 20% required in 79% · 35 open now · since Apr 2026
Snowflake 56 10% required in 98% · 13 open now · since Apr 2025
Pinecone 7 1% required in 43% · 6 open now · since Apr 2026
Amazon Redshift 5 1% required in 80% · 2 open now · since Aug 2026
Neo4j 4 1% required in 100% · 3 open now · since Oct 2025
Chroma 4 1% optional · 4 open now · since Apr 2026
OpenSearch 4 1% optional · 4 open now · since Apr 2026
Milvus 3 1% required in 100% · 2 open now · since Aug 2026
Show all (14)
MySQL3
Weaviate3
Google BigQuery2
Qdrant2
Redis2
Delta Lake1

What cloud and platforms does Sia use?

Azure is named in 70% of job postings at Sia, followed by AWS (69%), GCP (65%), Databricks (22%).

Azure 382 70% required in 91% · 111 open now · since Apr 2025
AWS 379 69% required in 97% · 103 open now · since Apr 2025
GCP 357 65% required in 93% · 98 open now · since Sep 2025
Databricks 119 22% required in 95% · 41 open now · since Apr 2025
Kubernetes 103 19% required in 92% · 21 open now · since Apr 2026
Unix 81 15% required in 100% · 8 open now · since Jun 2026
Windows 69 13% required in 100% · 12 open now · since Jun 2026
Power BI 68 12% required in 97% · 24 open now · since Apr 2025
Show all (39)
OpenAI66
Tableau59
Anthropic54
GitLab50
Apache Kafka47
Linux45
Spark40
Azure DevOps18
Looker17
Hugging Face15
AWS Bedrock14
Figma13
DLP10
Vertex AI9
GitLab CI9
arXiv8
Microsoft Entra ID8
GitHub7
GitHub Actions7
Amazon SageMaker7
Copilot Studio6
Grafana6
Vertex AI Agent Builder3
Airflow3
Azure AKS2
CyberArk2
Microsoft Defender2
RabbitMQ2
SIEM2
ElevenLabs1
Postman1

What developer tools does Sia use?

Docker is named in 20% of job postings at Sia, followed by Terraform (15%), Git (9%), Rest API (9%).

Docker 109 20% required in 95% · 25 open now · since Apr 2026
Terraform 82 15% required in 35% · 18 open now · since Jul 2026
Git 49 9% required in 96% · 16 open now · since Apr 2026
Rest API 47 9% required in 98% · 9 open now · since Jul 2026
Copilot 25 5% required in 72% · 7 open now · since Apr 2026
Microsoft Excel 16 3% required in 94% · 5 open now · since Dec 2019
Informatica 14 3% required in 100% · 6 open now · since Apr 2026
Model Context Protocol 14 3% required in 100% · 10 open now · since Apr 2026
Show all (29)
Cursor13
Claude Code12
Helm8
GraphQL8
Loki6
Prometheus6
dbt5
CloudFormation4
Vite3
Ansible2
Bicep2
Google ADK2
Prisma2
Semantic Kernel2
A2A1
Adobe Photoshop1
Azure Data Factory1
Canva1
JMeter1
Maestro1
SSIS1

What AI and ML technologies does Sia use?

Claude is named in 14% of job postings at Sia, followed by LLM (9%), Mistral (5%), Gemini (4%).

Claude 74 14% required in 92% · 39 open now · since Apr 2026
LLM 52 9% required in 100% · 36 open now · since Apr 2026
Mistral 29 5% required in 100% · 24 open now · since Apr 2026
Gemini 24 4% required in 100% · 23 open now · since Apr 2026
ChatGPT 11 2% required in 45% · 3 open now · since Jun 2026
Llama 9 2% required in 100% · 9 open now · since Apr 2026
VLM 8 1% required in 100% · 5 open now · since Apr 2026
DALL-E 7 1% required in 100% · 2 open now · since Feb 2025
Show all (11)
Qwen4
LoRA2
PEFT2

Which engineering practices does Sia ask for?

Machine Learning is named in 39% of job postings at Sia, followed by CI/CD (28%), Computer Vision (17%), NLP (13%).

Machine Learning 211 39% required in 99% · 57 open now · since Feb 2025
CI/CD 156 28% required in 88% · 48 open now · since Apr 2025
Computer Vision 92 17% required in 100% · 32 open now · since Apr 2026
NLP 69 13% required in 100% · 20 open now · since Apr 2026
RAG 68 12% required in 100% · 39 open now · since Apr 2026
Time Series 65 12% required in 100% · 15 open now · since Sep 2025
ETL/ELT 58 11% required in 100% · 13 open now · since Sep 2025
AI Agents 50 9% required in 92% · 20 open now · since Apr 2026
Show all (47)
EU AI Act45
IAM38
Fine-tuning36
Red Teaming31
Semantic Search31
LLMOps27
Embeddings22
FinOps17
Platform Engineering17
Prompt Engineering16
Text-to-Speech14
Multimodal AI12
LLM Guardrails10
NER8
Agentic Workflows7
Human-in-the-Loop7
VPN7
Function Calling5
Reinforcement Learning5
Multi-Agent Systems5
Sentiment Analysis4
Blue-Green Deployment3
Context Engineering3
Tokenization3
A/B Testing2
Hallucination2
Incident Management2
Master Data Management2
RLHF2
AIOps1
Clean Architecture1
Dimensional Modeling1

And 7 more, each named in fewer postings.

What does each Sia team work with?

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

Data Science

201 postings
Azure154
AWS149
GCP149
Python123
SQL101
Databricks53

Security

91 postings
AWS75
Azure70
GCP68
Windows67
C++61
Java61

AI/ML

71 postings
AWS65
Azure61
Python58
GCP55
Databricks39
Docker37

Analytics

30 postings
Power BI23
SQL22
Python13
AWS11
GCP11
Tableau10

Solutions

28 postings
AWS28
Python25
LLM23
LangChain23
LlamaIndex23
Databricks19

Backend

24 postings
Python20
AWS17
GCP17
Docker15
Azure14
JavaScript12

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How much does Sia pay by technology?

Median stated pay of the postings that name each technology, against the median of all Sia postings with stated pay: $130k across 86 postings.

TechnologyPostings with payMedianvs company median
Azure49$136k+5%
AWS44$135k+4%
GCP40$135k+4%
Python34$133k+3%
OpenAI30$135k+4%
Claude25$128k−2%
LangChain24$144k+11%
Anthropic23$132k+2%
LLM19$132k+2%
LlamaIndex19$132k+2%

How is the Sia 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
CyberArkNov 2026
Azure AKSOct 2026
BicepOct 2026
Semantic KernelSep 2026
Copilot StudioSep 2026
Context EngineeringSep 2026
OpenAI Agents SDKSep 2026
Vertex AI Agent BuilderSep 2026
Rising
Databricks9% → 25%
PostgreSQL11% → 22%
Time Series4% → 14%
Kubernetes12% → 20%
Snowflake4% → 12%
Git2% → 10%
Rest API2% → 10%
Terraform10% → 16%
Falling
AI Agents21% → 7%
Power BI22% → 11%
Tableau20% → 9%
Linux17% → 7%
Claude21% → 12%
Copilot11% → 3%
Azure DevOps9% → 2%
AWS Bedrock9% → 2%
Not named for 6 months
SASApr 2026

How modern is the Sia stack?

Cutting-edge AI adopter 84/100

Sia scores 84 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: 11; legacy ones: 0.

How common is the Sia stack in its industry?

Share of the 2,985 companies in the same industries, whose stack Alion knows, that use each technology.

Azure43%
AWS41%
GCP31%
Python52%
SQL45%
Databricks21%
PostgreSQL24%
Java23%
Kubernetes28%
C++9%

What sets Sia apart

Ruby4%
Mistral3%
Anthropic SDK0%
OpenAI SDK0%
pgvector4%
MATLAB3%
Plotly1%
DLP4%
Llama3%
Mistral SDK0%

Questions about the Sia tech stack

What programming languages does Sia use?

The languages named in Sia job postings are Python (62%), SQL (31%), Java (20%), C++ (18%), PowerShell (12%), as a share of the 548 postings of the last 12 months.

Does Sia use LangChain?

Yes. LangChain is named in 74 of 548 job postings (14%) and required in 73 of them.

What cloud and platforms does Sia use?

The cloud and platforms named in Sia job postings are Azure (382), AWS (379), GCP (357) (postings in brackets).

What skills do you need for a Data Science job at Sia?

Data Science postings at Sia most often require Azure (154), AWS (149), GCP (149), Python (123), out of 201 postings in the last 12 months.

Is the Sia tech stack changing?

Yes. CyberArk, Azure AKS, Bicep, Semantic Kernel first appeared in Sia job postings in the last six months.

How modern is the Sia tech stack?

Sia scores 84 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: 11; legacy ones: 0.

How does Alion know the Sia tech stack?

Alion reads every job posting Sia publishes and tags the technologies each one names. The figures on this page count the 548 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, "Sia tech stack: 204 technologies from 548 job postings", as of Nov 13, 2026. https://alion.io/company/sia/technologies

Licence: CC BY-SA 4.0JSON