Skan AI
Workflow & Process Automation (RPA, BPM) · Computer Vision

Skan AI tech stack

Skan AI builds mostly with Python, SQL, Bash, JavaScript. Its stack also includes Kubernetes, Azure, PostgreSQL, PyTorch. Python is named in 32 of the 91 job postings Skan AI published in the last 12 months (35%). Counted by Alion from the job postings of Skan AI, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
149
Postings analysed
91
Open now
51
Modernity
81 /100
New in 6 months
8

What programming languages does Skan AI use?

Python is named in 35% of job postings at Skan AI, followed by SQL (15%), Bash (5%), JavaScript (4%).

Python 32 35% required in 94% · 13 open now · since Jan 2026
SQL 14 15% required in 100% · 6 open now · since Apr 2026
Bash 5 5% required in 100% · 1 open now · since Jan 2026
JavaScript 4 4% required in 75% · 3 open now · since Apr 2026
Java 3 3% required in 67% · since Jan 2026
Sass 2 2% required in 100% · 1 open now · since Apr 2026
PowerShell 2 2% required in 50% · 1 open now · since Sep 2026
TypeScript 2 2% optional · 2 open now · since Apr 2026
Show all (9)
Scala1

What frameworks and libraries does Skan AI use?

PyTorch is named in 4% of job postings at Skan AI, followed by Alembic (4%), Angular (2%), FastAPI (2%).

PyTorch 4 4% required in 100% · 2 open now · since Sep 2026
Alembic 4 4% required in 75% · 1 open now · since Mar 2026
Angular 2 2% required in 100% · 2 open now · since Apr 2026
FastAPI 2 2% required in 100% · 2 open now · since Apr 2026
Flask 2 2% required in 100% · 2 open now · since Apr 2026
JQuery 2 2% required in 100% · 1 open now · since Apr 2026
Scikit-learn 2 2% required in 100% · since Sep 2026
TensorFlow 2 2% required in 100% · since Sep 2026
Show all (18)
Transformers2
Django2
Flink2
SQLAlchemy2
Django REST Framework1
Pytest1
React.js1
Selenium1
TestNG1
LangChain1

What databases does Skan AI use?

PostgreSQL is named in 11% of job postings at Skan AI, followed by Snowflake (3%), Delta Lake (3%), StarRocks (3%).

PostgreSQL 10 11% required in 90% · 5 open now · since Mar 2026
Snowflake 3 3% required in 100% · 1 open now · since Mar 2026
Delta Lake 3 3% required in 67% · 1 open now · since Jul 2026
StarRocks 3 3% required in 67% · 2 open now · since Mar 2026
Amazon Redshift 1 1% required in 100% · since Mar 2026
Apache Doris 1 1% required in 100% · since Jul 2026
ClickHouse 1 1% required in 100% · since Jul 2026
Google BigQuery 1 1% required in 100% · since Mar 2026
Show all (13)
MySQL1
Redis1
RocksDB1
Apache Hudi1
Apache Iceberg1

What cloud and platforms does Skan AI use?

Kubernetes is named in 20% of job postings at Skan AI, followed by Azure (18%), GCP (15%), AWS (10%).

Kubernetes 18 20% required in 72% · 7 open now · since Jan 2026
Azure 16 18% required in 69% · 5 open now · since Jan 2026
GCP 14 15% required in 71% · 4 open now · since Jan 2026
AWS 9 10% required in 78% · 2 open now · since Jan 2026
Databricks 8 9% required in 100% · 4 open now · since Apr 2026
Grafana 8 9% required in 100% · 3 open now · since Jan 2026
Linux 8 9% required in 100% · 3 open now · since Jan 2026
Spark 6 7% required in 100% · 3 open now · since Apr 2026
Show all (36)
Datadog4
RabbitMQ4
Azure DevOps3
Google GKE3
MLFlow3
Weights & Biases3
Apache Kafka2
GitHub2
OpenAI2
Power BI2
Superset2
Unix2
Azure AKS2
Amazon S31
GitHub Actions1
GitLab CI1
Hugging Face1
LDAP1
New Relic1
Postman1
SSAS1
Splunk1
Tableau1
Windows1
Airflow1
OpenShift1
Prefect1
Red Hat1

What developer tools does Skan AI use?

Docker is named in 13% of job postings at Skan AI, followed by Terraform (10%), Prometheus (8%), Ansible (7%).

Docker 12 13% required in 83% · 4 open now · since Jan 2026
Terraform 9 10% required in 78% · 5 open now · since Mar 2026
Prometheus 7 8% required in 86% · 3 open now · since Jan 2026
Ansible 6 7% required in 67% · 3 open now · since Aug 2026
Rest API 5 5% required in 80% · 3 open now · since Apr 2026
Git 4 4% required in 100% · 1 open now · since Apr 2026
Helm 4 4% required in 100% · 2 open now · since Jul 2026
Cursor 2 2% required in 100% · since Jun 2026
Show all (23)
HashiCorp Vault2
Loki2
Mimir2
Pulumi2
Alertmanager1
Apache APISIX1
JMeter1
Jenkins1
Liquibase1
Microsoft Excel1
MinIO1
Nagios1
SSIS1
Tcpdump1
Claude Code1

What AI and ML technologies does Skan AI use?

LLM is named in 12% of job postings at Skan AI, followed by ChatGPT (2%), Claude (2%), LoRA (2%).

LLM 11 12% required in 91% · 7 open now · since Jun 2026
ChatGPT 2 2% required in 100% · 1 open now · since Aug 2026
Claude 2 2% required in 100% · 1 open now · since Aug 2026
LoRA 2 2% optional · 2 open now · since Oct 2026
PEFT 2 2% optional · 2 open now · since Oct 2026
BERT 1 1% required in 100% · since Sep 2026

Which engineering practices does Skan AI ask for?

AI Agents is named in 99% of job postings at Skan AI, followed by CI/CD (13%), Multimodal AI (9%), Agentic Workflows (7%).

AI Agents 90 99% required in 100% · 51 open now · since Jan 2026
CI/CD 12 13% required in 75% · 7 open now · since Mar 2026
Multimodal AI 8 9% required in 100% · 4 open now · since Apr 2026
Agentic Workflows 6 7% required in 100% · 5 open now · since Aug 2026
NLP 6 7% required in 100% · 3 open now · since Apr 2026
SLI/SLO/SLA 5 5% required in 100% · 1 open now · since Aug 2026
Incident Management 5 5% required in 60% · 1 open now · since Jan 2026
Machine Learning 5 5% required in 60% · 3 open now · since Jun 2026
Show all (44)
Configuration Management4
IAM4
LLM Guardrails4
Time Series4
Computer Vision3
Platform Engineering3
Reinforcement Learning3
Computer Use2
DNS2
Digital Twin2
Error Budget2
Hallucination2
Human-in-the-Loop2
Knowledge Distillation2
Model Distillation2
Multi-Agent Systems2
Post-training2
Prompt Engineering2
RLAIF2
RLHF2
SFT2
Synthetic Data2
FinOps2
NER2
Structured Outputs2
CAPA1
Data Augmentation1
ETL/ELT1
Fine-tuning1
Prompt Caching1
Recommender Systems1
SRE1

And 4 more, each named in fewer postings.

What does each Skan AI team work with?

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

Solutions

13 postings
Python6
SQL5
LLM2

Field & Service

13 postings
Azure2
GCP2
Linux2
Rest API2

Data Science

9 postings
Python7
Databricks6
Spark6
PostgreSQL5
SQL3
Delta Lake2

DevOps

6 postings
Azure5
Docker5
GCP5
Grafana5
Kubernetes5
Python5

See the open roles

How does your stack fit Skan AI?

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How is the Skan AI 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
Computer UseOct 2026
Knowledge DistillationOct 2026
Model DistillationOct 2026
Post-trainingOct 2026
RLAIFOct 2026
RLHFOct 2026
SFTOct 2026
Synthetic DataOct 2026
Rising
Multimodal AI0% → 14%
LLM7% → 18%
NLP0% → 10%
AWS3% → 12%
LLM Guardrails0% → 8%
PyTorch0% → 8%
Agentic Workflows3% → 10%
Azure10% → 16%
Falling
PostgreSQL17% → 6%
CI/CD20% → 10%
Alembic10% → 0%
Docker17% → 8%
SLI/SLO/SLA10% → 4%
Not named for 6 months
AngularApr 2026
TypeScriptApr 2026
UnixJan 2026

How modern is the Skan AI stack?

Cutting-edge AI adopter 81/100

Skan AI scores 81 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: 6; legacy ones: 0.

How common is the Skan AI stack in its industry?

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

Python64%
Kubernetes37%
Azure30%
GCP26%
SQL42%
LLM28%
PostgreSQL30%
AWS40%
Databricks7%
Grafana17%

What sets Skan AI apart

Alembic1%
Delta Lake2%
Google GKE4%
StarRocks0%
Weights & Biases3%

Questions about the Skan AI tech stack

What programming languages does Skan AI use?

The languages named in Skan AI job postings are Python (35%), SQL (15%), Bash (5%), JavaScript (4%), Java (3%), as a share of the 91 postings of the last 12 months.

Does Skan AI use PyTorch?

Yes. PyTorch is named in 4 of 91 job postings (4%) and required in 4 of them.

What cloud and platforms does Skan AI use?

The cloud and platforms named in Skan AI job postings are Kubernetes (18), Azure (16), GCP (14) (postings in brackets).

What skills do you need for a Solutions job at Skan AI?

Solutions postings at Skan AI most often require Python (6), SQL (5), LLM (2), out of 13 postings in the last 12 months.

Is the Skan AI tech stack changing?

Yes. Computer Use, Knowledge Distillation, Model Distillation, Post-training first appeared in Skan AI job postings in the last six months.

How modern is the Skan AI tech stack?

Skan AI scores 81 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: 6; legacy ones: 0.

How does Alion know the Skan AI tech stack?

Alion reads every job posting Skan AI publishes and tags the technologies each one names. The figures on this page count the 91 postings of the last 12 months and were updated on Nov 12, 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, "Skan AI tech stack: 149 technologies from 91 job postings", as of Nov 12, 2026. https://alion.io/company/skan-ai/technologies

Licence: CC BY-SA 4.0JSON