Topline Pro tech stack

Topline Pro builds mostly with Python, SQL. Its stack also includes Scale AI, Twilio, Snowflake, PostgreSQL. Python is named in 2 of the 7 job postings Topline Pro published in the last 12 months (29%). Counted by Alion from the job postings of Topline Pro, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
22
Postings analysed
7
Open now
4
Modernity
73 /100
New in 6 months
1

What programming languages does Topline Pro use?

Python is named in 29% of job postings at Topline Pro, followed by SQL (14%).

Python 2 29% required in 50% · 2 open now · since May 2026
SQL 1 14% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Topline Pro use?

Django is named in 14% of job postings at Topline Pro, followed by LangChain (14%), LangGraph (14%), Pydantic AI (14%).

Django 1 14% optional · 1 open now · since May 2026
LangChain 1 14% optional · 1 open now · since May 2026
LangGraph 1 14% optional · 1 open now · since May 2026
Pydantic AI 1 14% optional · 1 open now · since May 2026

What databases does Topline Pro use?

Snowflake is named in 14% of job postings at Topline Pro, followed by PostgreSQL (14%).

Snowflake 1 14% required in 100% · 1 open now · since Jul 2026
PostgreSQL 1 14% optional · 1 open now · since May 2026

What cloud and platforms does Topline Pro use?

Scale AI is named in 14% of job postings at Topline Pro, followed by Twilio (14%), Anthropic (14%), OpenAI (14%).

Scale AI 1 14% required in 100% · 1 open now · since May 2026
Twilio 1 14% required in 100% · 1 open now · since Jul 2026
Anthropic 1 14% optional · 1 open now · since May 2026
OpenAI 1 14% optional · 1 open now · since May 2026

What developer tools does Topline Pro use?

dbt is named in 14% of job postings at Topline Pro, followed by Fivetran (14%).

dbt 1 14% required in 100% · 1 open now · since Jul 2026
Fivetran 1 14% optional · 1 open now · since Jul 2026

Which engineering practices does Topline Pro ask for?

AI Agents is named in 71% of job postings at Topline Pro, followed by DNS (14%), NLP (14%), SLI/SLO/SLA (14%).

AI Agents 5 71% required in 100% · 3 open now · since Apr 2026
DNS 1 14% required in 100% · since Jun 2026
NLP 1 14% required in 100% · 1 open now · since May 2026
SLI/SLO/SLA 1 14% required in 100% · since Jun 2026
Embeddings 1 14% optional · 1 open now · since May 2026
Fine-tuning 1 14% optional · 1 open now · since May 2026
Prompt Engineering 1 14% optional · 1 open now · since May 2026
RAG 1 14% optional · 1 open now · since May 2026

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How is the Topline Pro 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
PythonMay 2026

How modern is the Topline Pro stack?

Modern 73/100

Topline Pro scores 73 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: 0; legacy ones: 0.

How common is the Topline Pro stack in its industry?

Share of the 2,480 companies in the same industries, whose stack Alion knows, that use each technology.

Python26%
Anthropic4%
Django3%
LangChain5%
LangGraph3%
OpenAI6%
PostgreSQL14%
Pydantic AI0%
SQL25%
Scale AI0%

Questions about the Topline Pro tech stack

What programming languages does Topline Pro use?

The languages named in Topline Pro job postings are Python (29%), SQL (14%), as a share of the 7 postings of the last 12 months.

What cloud and platforms does Topline Pro use?

The cloud and platforms named in Topline Pro job postings are Scale AI (1), Twilio (1), Anthropic (1) (postings in brackets).

Is the Topline Pro tech stack changing?

Yes. Python first appeared in Topline Pro job postings in the last six months.

How modern is the Topline Pro tech stack?

Topline Pro scores 73 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: 0; legacy ones: 0.

How does Alion know the Topline Pro tech stack?

Alion reads every job posting Topline Pro publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 16, 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, "Topline Pro tech stack: 22 technologies from 7 job postings", as of Oct 16, 2026. https://alion.io/company/topline-pro/technologies

Licence: CC BY-SA 4.0JSON