Smart Team tech stack

Smart Team builds mostly with Python, SQL, LookML. Its stack also includes Azure, Vertex AI, Google BigQuery, PyTorch. Python is named in 2 of the 6 job postings Smart Team published in the last 12 months (33%). Counted by Alion from the job postings of Smart Team, updated Oct 23, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 23, 2026
Technologies in use
41
Postings analysed
6
Open now
6
Modernity
83 /100
New in 6 months
1

What programming languages does Smart Team use?

Python is named in 33% of job postings at Smart Team, followed by SQL (33%), LookML (17%).

Python 2 33% required in 100% · 2 open now · since Apr 2026
SQL 2 33% required in 100% · 2 open now · since Apr 2026
LookML 1 17% optional · 1 open now · since Apr 2026

What frameworks and libraries does Smart Team use?

PyTorch is named in 17% of job postings at Smart Team, followed by TensorFlow (17%), Hypothesis (17%).

PyTorch 1 17% required in 100% · 1 open now · since Sep 2026
TensorFlow 1 17% required in 100% · 1 open now · since Sep 2026
Hypothesis 1 17% optional · 1 open now · since Apr 2026

What databases does Smart Team use?

Google BigQuery is named in 33% of job postings at Smart Team.

Google BigQuery 2 33% required in 50% · 2 open now · since Apr 2026

What cloud and platforms does Smart Team use?

Azure is named in 33% of job postings at Smart Team, followed by Vertex AI (33%), Anthropic (17%), GCP (17%).

Azure 2 33% required in 50% · 2 open now · since Apr 2026
Vertex AI 2 33% required in 50% · 2 open now · since Apr 2026
Anthropic 1 17% required in 100% · 1 open now · since Sep 2026
GCP 1 17% required in 100% · 1 open now · since Sep 2026
Grafana 1 17% required in 100% · 1 open now · since Sep 2026
Kubernetes 1 17% required in 100% · 1 open now · since Sep 2026
LDAP 1 17% required in 100% · 1 open now · since Sep 2026
MLFlow 1 17% required in 100% · 1 open now · since Sep 2026
Show all (13)
OpenAI1
Looker1
Microsoft Fabric1
Power BI1
Tableau1

What developer tools does Smart Team use?

Microsoft Excel is named in 33% of job postings at Smart Team, followed by Ansible (17%), Docker (17%), FortiGate (17%).

Microsoft Excel 2 33% required in 100% · 2 open now · since Jul 2026
Ansible 1 17% required in 100% · 1 open now · since Sep 2026
Docker 1 17% required in 100% · 1 open now · since Sep 2026
FortiGate 1 17% required in 100% · 1 open now · since Sep 2026
Google ADK 1 17% required in 100% · 1 open now · since Sep 2026
Terraform 1 17% required in 100% · 1 open now · since Sep 2026
Zabbix 1 17% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Smart Team use?

Gemini is named in 17% of job postings at Smart Team, followed by LLM (17%).

Gemini 1 17% required in 100% · 1 open now · since Sep 2026
LLM 1 17% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Smart Team ask for?

Machine Learning is named in 33% of job postings at Smart Team, followed by AI Agents (17%), Agentic Workflows (17%), CI/CD (17%).

Machine Learning 2 33% required in 50% · 2 open now · since Apr 2026
AI Agents 1 17% required in 100% · 1 open now · since Sep 2026
Agentic Workflows 1 17% required in 100% · 1 open now · since Sep 2026
CI/CD 1 17% required in 100% · 1 open now · since Sep 2026
DNS 1 17% required in 100% · 1 open now · since Sep 2026
Incident Management 1 17% required in 100% · 1 open now · since Sep 2026
Prompt Engineering 1 17% required in 100% · 1 open now · since Sep 2026
RAG 1 17% required in 100% · 1 open now · since Sep 2026
Show all (12)
VLAN1
A/B Testing1
Fine-tuning1
Multi-Agent Systems1

How does your stack fit Smart Team?

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

How is the Smart Team 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 ExcelJul 2026

How modern is the Smart Team stack?

Cutting-edge AI adopter 83/100

Smart Team 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: 2; legacy ones: 0.

How common is the Smart Team stack in its industry?

Share of the 2,244 companies in the same industries, whose stack Alion knows, that use each technology.

Azure10%
Google BigQuery7%
Python24%
SQL24%
Vertex AI2%
Anthropic3%
GCP11%
Gemini6%
Grafana5%
Hypothesis0%

Questions about the Smart Team tech stack

What programming languages does Smart Team use?

The languages named in Smart Team job postings are Python (33%), SQL (33%), LookML (17%), as a share of the 6 postings of the last 12 months.

Does Smart Team use Azure?

Yes. Azure is named in 2 of 6 job postings (33%) and required in 1 of them.

What cloud and platforms does Smart Team use?

The cloud and platforms named in Smart Team job postings are Azure (2), Vertex AI (2), Anthropic (1) (postings in brackets).

Is the Smart Team tech stack changing?

Yes. Microsoft Excel first appeared in Smart Team job postings in the last six months.

How modern is the Smart Team tech stack?

Smart Team 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: 2; legacy ones: 0.

How does Alion know the Smart Team tech stack?

Alion reads every job posting Smart Team publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 23, 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, "Smart Team tech stack: 41 technologies from 6 job postings", as of Oct 23, 2026. https://alion.io/company/smart-team-3/technologies

Licence: CC BY-SA 4.0JSON