Nominal tech stack

Nominal builds mostly with Python, SQL, MATLAB, TypeScript. Its stack also includes Datadog, Grafana, Pandas, ClickHouse. Python is named in 3 of the 10 job postings Nominal published in the last 12 months (30%). Counted by Alion from the job postings of Nominal, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
38
Postings analysed
10
Open now
9
Modernity
74 /100
New in 6 months
1

What programming languages does Nominal use?

Python is named in 30% of job postings at Nominal, followed by SQL (30%), MATLAB (20%), TypeScript (10%).

Python 3 30% required in 100% · 3 open now · since Mar 2024
SQL 3 30% required in 67% · 3 open now · since Mar 2024
MATLAB 2 20% required in 100% · 2 open now · since Mar 2024
TypeScript 1 10% required in 100% · 1 open now · since Jul 2026
JavaScript 1 10% optional · 1 open now · since Jul 2026

What frameworks and libraries does Nominal use?

Pandas is named in 20% of job postings at Nominal, followed by OpenTelemetry (10%), React.js (10%), Flink (10%).

Pandas 2 20% required in 50% · 2 open now · since Mar 2024
OpenTelemetry 1 10% required in 100% · 1 open now · since Jul 2026
React.js 1 10% required in 100% · 1 open now · since Jul 2026
Flink 1 10% optional · 1 open now · since Mar 2024
Polars 1 10% optional · 1 open now · since Nov 2025

What databases does Nominal use?

ClickHouse is named in 10% of job postings at Nominal, followed by MySQL (10%), PostgreSQL (10%), Snowflake (10%).

ClickHouse 1 10% required in 100% · 1 open now · since Oct 2024
MySQL 1 10% required in 100% · 1 open now · since Aug 2026
PostgreSQL 1 10% required in 100% · 1 open now · since Jul 2024
Snowflake 1 10% required in 100% · 1 open now · since May 2025

What cloud and platforms does Nominal use?

Datadog is named in 20% of job postings at Nominal, followed by Grafana (20%), Kubernetes (20%), GitHub (10%).

Datadog 2 20% required in 100% · 2 open now · since May 2025
Grafana 2 20% required in 50% · 2 open now · since Mar 2024
Kubernetes 2 20% required in 50% · 2 open now · since Jul 2024
GitHub 1 10% required in 100% · 1 open now · since Aug 2026
Linux 1 10% required in 100% · 1 open now · since Jul 2024
Apache Kafka 1 10% optional · 1 open now · since Mar 2024
RTOS 1 10% optional · 1 open now · since Mar 2024
Spark 1 10% optional · 1 open now · since Mar 2024

What developer tools does Nominal use?

Bazel is named in 10% of job postings at Nominal, followed by Helm (10%), Kustomize (10%), Maestro (10%).

Bazel 1 10% required in 100% · 1 open now · since Jul 2026
Helm 1 10% required in 100% · 1 open now · since Jun 2026
Kustomize 1 10% required in 100% · 1 open now · since Jun 2026
Maestro 1 10% required in 100% · 1 open now · since Mar 2024
Model Context Protocol 1 10% required in 100% · 1 open now · since Jul 2026
Simulink 1 10% optional · 1 open now · since Mar 2024

What AI and ML technologies does Nominal use?

LLM is named in 10% of job postings at Nominal.

LLM 1 10% optional · 1 open now · since Jul 2026

Which engineering practices does Nominal ask for?

Multimodal AI is named in 20% of job postings at Nominal, followed by Time Series Forecasting (20%), AI Agents (20%), BGP (10%).

Multimodal AI 2 20% required in 100% · 2 open now · since Oct 2024
Time Series Forecasting 2 20% required in 100% · 1 open now · since Oct 2024
AI Agents 2 20% required in 50% · 1 open now · since Jul 2026
BGP 1 10% required in 100% · 1 open now · since Jun 2026
CI/CD 1 10% required in 100% · 1 open now · since Jul 2026
GitOps 1 10% required in 100% · 1 open now · since Jun 2026
Machine Learning 1 10% required in 100% · 1 open now · since Jul 2026
Platform Engineering 1 10% required in 100% · 1 open now · since Jun 2026
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eBPF1

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How is the Nominal 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
AI AgentsJul 2026

How modern is the Nominal stack?

Modern AI adopter 74/100

Nominal 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 Nominal stack in its industry?

Share of the 89 companies in the same industries, whose stack Alion knows, that use each technology.

Python44%
SQL47%
Datadog12%
Grafana19%
Kubernetes37%
MATLAB9%
Pandas7%
Apache Kafka19%
ClickHouse6%
Flink4%

Questions about the Nominal tech stack

What programming languages does Nominal use?

The languages named in Nominal job postings are Python (30%), SQL (30%), MATLAB (20%), TypeScript (10%), JavaScript (10%), as a share of the 10 postings of the last 12 months.

Does Nominal use Pandas?

Yes. Pandas is named in 2 of 10 job postings (20%) and required in 1 of them.

What cloud and platforms does Nominal use?

The cloud and platforms named in Nominal job postings are Datadog (2), Grafana (2), Kubernetes (2) (postings in brackets).

Is the Nominal tech stack changing?

Yes. AI Agents first appeared in Nominal job postings in the last six months.

How modern is the Nominal tech stack?

Nominal 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 Nominal tech stack?

Alion reads every job posting Nominal publishes and tags the technologies each one names. The figures on this page count the 10 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, "Nominal tech stack: 38 technologies from 10 job postings", as of Sep 27, 2026. https://alion.io/company/nominal/technologies

Licence: CC BY-SA 4.0JSON