Satori Analytics tech stack

Satori Analytics builds mostly with Python, SQL, Java, Scala. Its stack also includes AWS, Databricks, Scikit-learn, PyTorch. AWS is named in 25 of the 25 job postings Satori Analytics published in the last 12 months (100%). Counted by Alion from the job postings of Satori Analytics, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
136
Postings analysed
25
Open now
11
Modernity
74 /100
New in 6 months
8

What programming languages does Satori Analytics use?

Python is named in 84% of job postings at Satori Analytics, followed by SQL (52%), Java (16%), Scala (16%).

Python 21 84% required in 95% · 10 open now · since Feb 2026
SQL 13 52% required in 92% · 4 open now · since Feb 2026
Java 4 16% required in 75% · 2 open now · since Jun 2026
Scala 4 16% required in 75% · 2 open now · since Jun 2026
PowerShell 3 12% required in 67% · 3 open now · since Feb 2026
Bash 2 8% required in 100% · 2 open now · since Aug 2026
SPSS 1 4% required in 100% · since Jul 2026

What frameworks and libraries does Satori Analytics use?

Scikit-learn is named in 32% of job postings at Satori Analytics, followed by PyTorch (24%), SHAP (16%), FastAPI (16%).

Scikit-learn 8 32% required in 50% · 3 open now · since Apr 2026
PyTorch 6 24% required in 33% · 3 open now · since Apr 2026
SHAP 4 16% required in 100% · since Jul 2026
FastAPI 4 16% required in 25% · 2 open now · since Jun 2026
LangChain 4 16% required in 25% · 3 open now · since Apr 2026
Pydantic 3 12% required in 67% · 2 open now · since Apr 2026
CatBoost 3 12% optional · 1 open now · since Sep 2026
FAISS 3 12% optional · 2 open now · since Apr 2026
Show all (27)
LightGBM3
XGBoost3
BentoML2
Hadoop2
NumPy2
OpenTelemetry2
SciPy2
Statsmodels2
Triton2
pgvector2
Pandas2
Transformers2
Dask2
Feast2
LangGraph1
LlamaIndex1
TensorFlow1
Django1
Flask1

What databases does Satori Analytics use?

Pinecone is named in 20% of job postings at Satori Analytics, followed by Snowflake (16%), PostgreSQL (12%), Weaviate (8%).

Pinecone 5 20% required in 40% · 3 open now · since Apr 2026
Snowflake 4 16% required in 50% · 1 open now · since Jun 2026
PostgreSQL 3 12% required in 33% · 1 open now · since Jun 2026
Weaviate 2 8% required in 100% · 1 open now · since Jun 2026
Delta Lake 2 8% optional · 1 open now · since Apr 2026
Amazon Neptune 1 4% required in 100% · since Jun 2026
ElasticSearch 1 4% required in 100% · 1 open now · since Aug 2026
MS SQL 1 4% required in 100% · since Jun 2026
Show all (12)
MySQL1
Neo4j1
OpenSearch1
Qdrant1

What cloud and platforms does Satori Analytics use?

AWS is named in 100% of job postings at Satori Analytics, followed by Databricks (96%), Azure (76%), GCP (52%).

AWS 25 100% required in 36% · 11 open now · since Jul 2025
Databricks 24 96% required in 25% · 11 open now · since Jul 2025
Azure 19 76% required in 63% · 11 open now · since Feb 2026
GCP 13 52% required in 54% · 5 open now · since Apr 2026
Spark 9 36% required in 56% · 2 open now · since Jun 2026
Kubernetes 6 24% required in 83% · 4 open now · since Apr 2026
MLFlow 6 24% required in 33% · 2 open now · since Apr 2026
OpenAI 6 24% required in 17% · 5 open now · since Apr 2026
Show all (31)
Apache Kafka5
Anthropic5
Microsoft Fabric5
Grafana4
Power BI4
Tableau4
Azure DevOps3
Hugging Face3
Amazon SageMaker2
Azure AKS2
GitHub Actions2
Kubeflow2
Linux2
TorchServe2
Vertex AI2
LangSmith2
OpenShift2
Rancher2
TGI2
vLLM2
GitHub1
Looker1
Microsoft Defender for Cloud1

What developer tools does Satori Analytics use?

Docker is named in 36% of job postings at Satori Analytics, followed by Git (32%), pySpark (28%), Terraform (20%).

Docker 9 36% required in 67% · 5 open now · since Apr 2026
Git 8 32% required in 88% · 2 open now · since Apr 2026
pySpark 7 28% required in 43% · 1 open now · since Jun 2026
Terraform 5 20% required in 60% · 3 open now · since Apr 2026
Prometheus 4 16% required in 100% · 3 open now · since Apr 2026
Azure Data Factory 3 12% required in 100% · 2 open now · since Feb 2026
dbt 3 12% required in 67% · since Jun 2026
ArgoCD 2 8% required in 100% · 2 open now · since Aug 2026
Show all (27)
Triton Inference Server2
Helm2
HashiCorp Vault2
Kustomize2
Kyverno2
Pulumi2
Vault2
Bicep1
Model Context Protocol1
Rest API1
Semantic Kernel1
Calico1
Cilium1
Fivetran1
Matillion1
Nginx1
Traefik1
Trivy1
cert-manager1

What AI and ML technologies does Satori Analytics use?

LLM is named in 28% of job postings at Satori Analytics.

LLM 7 28% required in 43% · 3 open now · since Apr 2026

Which engineering practices does Satori Analytics ask for?

CI/CD is named in 32% of job postings at Satori Analytics, followed by ETL/ELT (24%), RAG (20%), Machine Learning (20%).

CI/CD 8 32% required in 100% · 5 open now · since Apr 2026
ETL/ELT 6 24% required in 100% · 3 open now · since Feb 2026
RAG 5 20% required in 100% · 3 open now · since Apr 2026
Machine Learning 5 20% required in 60% · 3 open now · since May 2026
AI Agents 3 12% required in 100% · 3 open now · since May 2026
Platform Engineering 3 12% required in 67% · 2 open now · since Apr 2026
Reinforcement Learning 3 12% optional · 1 open now · since Sep 2026
DNS 2 8% required in 100% · 2 open now · since Aug 2026
Show all (31)
Explainable AI2
GitOps2
Prompt Engineering2
Semantic Search2
Semantic Search2
Time Series Forecasting2
A/B Testing2
Feature Store2
Quantization2
Recommender Systems2
Agentic Workflows1
Clean Architecture1
Data Vault1
Embeddings1
Function Calling1
Interpretability1
LLM Guardrails1
Multi-Agent Systems1
Multimodal AI1
Structured Outputs1
TCP/IP1
Tool Use1
IAM1

What does each Satori Analytics team work with?

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

Data Science

13 postings
Python12
SQL12
Git6
Spark5
AWS4
Azure4

AI/ML

6 postings
Python6
AWS5
Azure5
Docker3
GCP3
Kubernetes3

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How is the Satori Analytics 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
CatBoostSep 2026
LightGBMSep 2026
Reinforcement LearningSep 2026
XGBoostSep 2026
ArgoCDAug 2026
Azure AKSAug 2026
BashAug 2026
DNSAug 2026

How modern is the Satori Analytics stack?

Modern AI adopter 74/100

Satori Analytics scores 74 out of 100 (Modern). 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 Satori Analytics stack in its industry?

Share of the 606 companies in the same industries, whose stack Alion knows, that use each technology.

AWS58%
Databricks33%
Python71%
Azure57%
GCP48%
SQL62%
Spark31%
Scikit-learn17%
LLM48%
Kubernetes49%

What sets Satori Analytics apart

SHAP1%
CatBoost1%
LightGBM4%
Pydantic4%

Questions about the Satori Analytics tech stack

What programming languages does Satori Analytics use?

The languages named in Satori Analytics job postings are Python (84%), SQL (52%), Java (16%), Scala (16%), PowerShell (12%), as a share of the 25 postings of the last 12 months.

Does Satori Analytics use Scikit-learn?

Yes. Scikit-learn is named in 8 of 25 job postings (32%) and required in 4 of them.

What cloud and platforms does Satori Analytics use?

The cloud and platforms named in Satori Analytics job postings are AWS (25), Databricks (24), Azure (19) (postings in brackets).

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

Data Science postings at Satori Analytics most often require Python (12), SQL (12), Git (6), Spark (5), out of 13 postings in the last 12 months.

Is the Satori Analytics tech stack changing?

Yes. CatBoost, LightGBM, Reinforcement Learning, XGBoost first appeared in Satori Analytics job postings in the last six months.

How modern is the Satori Analytics tech stack?

Satori Analytics scores 74 out of 100 (Modern). 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 Satori Analytics tech stack?

Alion reads every job posting Satori Analytics publishes and tags the technologies each one names. The figures on this page count the 25 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, "Satori Analytics tech stack: 136 technologies from 25 job postings", as of Sep 27, 2026. https://alion.io/company/satori-analytics/technologies

Licence: CC BY-SA 4.0JSON