Nominal
Manufacturing & Industrial Software

Nominal tech stack

Nominal builds mostly with Python, TypeScript, SQL, JavaScript. Its stack also includes Kubernetes, React.js, Pandas, Datadog. Python is named in 10 of the 52 job postings Nominal published in the last 12 months (19%). Counted by Alion from the job postings of Nominal, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
84
Postings analysed
52
Open now
49
Modernity
76 /100
New in 6 months
8

What programming languages does Nominal use?

Python is named in 19% of job postings at Nominal, followed by TypeScript (15%), SQL (13%), JavaScript (12%).

Python 10 19% required in 100% · 9 open now · since Mar 2024
TypeScript 8 15% required in 100% · 7 open now · since Jul 2026
SQL 7 13% required in 86% · 6 open now · since Mar 2024
JavaScript 6 12% required in 17% · 5 open now · since Jul 2026
MATLAB 5 10% required in 100% · 5 open now · since Mar 2024
Rust 5 10% required in 100% · 5 open now · since Oct 2024
Go 3 6% required in 100% · 3 open now · since Oct 2024
Java 3 6% required in 100% · 3 open now · since Oct 2024

What frameworks and libraries does Nominal use?

React.js is named in 12% of job postings at Nominal, followed by Pandas (10%), OpenTelemetry (4%), Flink (4%).

React.js 6 12% required in 100% · 5 open now · since Jul 2026
Pandas 5 10% required in 80% · 5 open now · since Mar 2024
OpenTelemetry 2 4% required in 100% · 2 open now · since Jul 2026
Flink 2 4% required in 50% · 2 open now · since Mar 2024
Tracing 1 2% required in 100% · 1 open now · since Nov 2026
Polars 1 2% optional · 1 open now · since Nov 2025

What databases does Nominal use?

ClickHouse is named in 4% of job postings at Nominal, followed by Snowflake (4%), PostgreSQL (4%), Druid (2%).

ClickHouse 2 4% required in 100% · 2 open now · since Oct 2024
Snowflake 2 4% required in 100% · 1 open now · since May 2025
PostgreSQL 2 4% required in 50% · 2 open now · since Jul 2024
Druid 1 2% required in 100% · 1 open now · since Oct 2024
InfluxDB 1 2% required in 100% · 1 open now · since Oct 2024
MySQL 1 2% required in 100% · 1 open now · since Aug 2026
TimescaleDB 1 2% required in 100% · 1 open now · since Oct 2024

What cloud and platforms does Nominal use?

Kubernetes is named in 13% of job postings at Nominal, followed by Datadog (8%), Grafana (8%), AWS (4%).

Kubernetes 7 13% required in 86% · 7 open now · since Jul 2024
Datadog 4 8% required in 100% · 4 open now · since May 2025
Grafana 4 8% required in 75% · 4 open now · since Mar 2024
AWS 2 4% required in 100% · 2 open now · since Oct 2024
Azure 2 4% required in 100% · 2 open now · since Oct 2024
GCP 2 4% required in 100% · 2 open now · since Oct 2024
Linux 2 4% required in 100% · 2 open now · since Jul 2024
Apache Kafka 2 4% required in 50% · 2 open now · since Mar 2024
Show all (15)
Spark2
Amazon EKS1
Databricks1
GitHub1
Looker1
Tableau1
RTOS1

What developer tools does Nominal use?

OpenAI Codex is named in 33% of job postings at Nominal, followed by Claude Code (31%), Cursor (31%), Model Context Protocol (29%).

OpenAI Codex 17 33% required in 100% · 17 open now · since Oct 2026
Claude Code 16 31% required in 100% · 16 open now · since Oct 2026
Cursor 16 31% required in 100% · 16 open now · since Oct 2026
Model Context Protocol 15 29% required in 100% · 14 open now · since Jul 2026
Simulink 4 8% required in 75% · 4 open now · since Mar 2024
Apache HTTP Server 1 2% required in 100% · 1 open now · since Nov 2026
Bazel 1 2% required in 100% · 1 open now · since Jul 2026
Docker 1 2% required in 100% · 1 open now · since Oct 2024
Show all (17)
Helm1
Kustomize1
Maestro1
Prometheus1
Terraform1
WebGPU1
WebSockets1
Adobe After Effects1
Adobe Premiere Pro1

What AI and ML technologies does Nominal use?

LLM is named in 15% of job postings at Nominal, followed by Claude (4%).

LLM 8 15% required in 88% · 8 open now · since Jul 2026
Claude 2 4% required in 100% · 2 open now · since Oct 2026

Which engineering practices does Nominal ask for?

Time Series is named in 15% of job postings at Nominal, followed by AI Agents (12%), Multimodal AI (10%), Function Calling (8%).

Time Series 8 15% required in 75% · 7 open now · since Oct 2024
AI Agents 6 12% required in 83% · 5 open now · since Jul 2026
Multimodal AI 5 10% required in 60% · 5 open now · since Oct 2024
Function Calling 4 8% required in 100% · 4 open now · since Oct 2026
Post-training 4 8% required in 100% · 4 open now · since Oct 2026
Knowledge Distillation 4 8% required in 75% · 4 open now · since Oct 2026
Model Distillation 4 8% required in 75% · 4 open now · since Oct 2026
Agentic Workflows 3 6% required in 100% · 3 open now · since Oct 2026
Show all (29)
CI/CD3
Machine Learning3
Anomaly Detection2
CMMC2
Computer Use2
Embeddings2
Fine-tuning2
SFT2
Multi-Agent Systems2
A/B Testing1
BGP1
FMEA1
FinOps1
GitOps1
LLM Evaluation1
Platform Engineering1
Reward Modeling1
SLI/SLO/SLA1
eBPF1
Digital Twin1
Synthetic Data1

What does each Nominal team work with?

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

Backend

18 postings
Claude Code8
Cursor8
Model Context Protocol8
OpenAI Codex8
TypeScript6
LLM4

AI/ML

6 postings
Claude Code6
Cursor6
OpenAI Codex6
Model Context Protocol4
LLM3

Aerospace

4 postings
MATLAB4
Pandas4
Python4
SQL4
Simulink3
Grafana2

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How much does Nominal pay by technology?

Median stated pay of the postings that name each technology, against the median of all Nominal postings with stated pay: $250k across 35 postings.

TechnologyPostings with payMedianvs company median
TypeScript7$300k+20%
Kubernetes7$245k−2%
JavaScript6$305k+22%
React.js6$305k+22%

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
Computer UseNov 2026
SFTNov 2026
Multi-Agent SystemsNov 2026
CMMCNov 2026
ClaudeOct 2026
Agentic WorkflowsOct 2026
Anomaly DetectionOct 2026
EmbeddingsOct 2026

How modern is the Nominal stack?

Cutting-edge AI adopter 76/100

Nominal scores 76 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 Nominal stack in its industry?

Share of the 455 companies in the same industries, whose stack Alion knows, that use each technology.

Python48%
LLM19%
TypeScript38%
Kubernetes28%
SQL46%
JavaScript50%
React.js30%
MATLAB5%
Pandas5%
Rust8%

Questions about the Nominal tech stack

What programming languages does Nominal use?

The languages named in Nominal job postings are Python (19%), TypeScript (15%), SQL (13%), JavaScript (12%), MATLAB (10%), as a share of the 52 postings of the last 12 months.

Does Nominal use React.js?

Yes. React.js is named in 6 of 52 job postings (12%) and required in 6 of them.

What cloud and platforms does Nominal use?

The cloud and platforms named in Nominal job postings are Kubernetes (7), Datadog (4), Grafana (4) (postings in brackets).

What skills do you need for a Backend job at Nominal?

Backend postings at Nominal most often require Claude Code (8), Cursor (8), Model Context Protocol (8), OpenAI Codex (8), out of 18 postings in the last 12 months.

Is the Nominal tech stack changing?

Yes. Computer Use, SFT, Multi-Agent Systems, CMMC first appeared in Nominal job postings in the last six months.

How modern is the Nominal tech stack?

Nominal scores 76 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 Nominal tech stack?

Alion reads every job posting Nominal publishes and tags the technologies each one names. The figures on this page count the 52 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, "Nominal tech stack: 84 technologies from 52 job postings", as of Nov 12, 2026. https://alion.io/company/nominal/technologies

Licence: CC BY-SA 4.0JSON