Shift5
Predictive Analytics · Industrial IoT (IIoT)

Shift5 tech stack

Shift5 builds mostly with Python, Go, MATLAB, Rust. Its stack also includes Linux, AWS, Amazon Redshift, MySQL. Python is named in 7 of the 18 job postings Shift5 published in the last 12 months (39%). Counted by Alion from the job postings of Shift5, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
62
Postings analysed
18
Open now
5
Modernity
75 /100
New in 6 months
8

What programming languages does Shift5 use?

Python is named in 39% of job postings at Shift5, followed by Go (17%), MATLAB (17%), Rust (17%).

Python 7 39% required in 100% · 1 open now · since May 2024
Go 3 17% required in 100% · 1 open now · since Aug 2026
MATLAB 3 17% required in 100% · since Jun 2026
Rust 3 17% required in 100% · since Jul 2026
SQL 3 17% required in 100% · since Jun 2026
Java 2 11% required in 100% · since Jul 2026
TypeScript 2 11% required in 100% · since Aug 2026
Bash 1 6% required in 100% · 1 open now · since Oct 2026
Show all (10)
C++1
JavaScript1

What frameworks and libraries does Shift5 use?

Angular is named in 6% of job postings at Shift5, followed by Hadoop (6%), React.js (6%), Vue.js (6%).

Angular 1 6% required in 100% · since Aug 2026
Hadoop 1 6% required in 100% · since Aug 2026
React.js 1 6% required in 100% · since Aug 2026
Vue.js 1 6% required in 100% · since Aug 2026

What databases does Shift5 use?

Amazon Redshift is named in 6% of job postings at Shift5, followed by MySQL (6%), Oracle (6%), PostgreSQL (6%).

Amazon Redshift 1 6% required in 100% · since Aug 2026
MySQL 1 6% required in 100% · since Aug 2026
Oracle 1 6% required in 100% · since Aug 2026
PostgreSQL 1 6% required in 100% · since Aug 2026
Snowflake 1 6% required in 100% · since Aug 2026

What cloud and platforms does Shift5 use?

Linux is named in 39% of job postings at Shift5, followed by AWS (17%), Windows (17%), GitHub (11%).

Linux 7 39% required in 100% · 2 open now · since Jul 2026
AWS 3 17% required in 100% · 1 open now · since Aug 2026
Windows 3 17% required in 100% · since Sep 2026
GitHub 2 11% required in 100% · 1 open now · since Jul 2026
GitHub Actions 2 11% required in 100% · 1 open now · since Jul 2026
Kubernetes 2 11% required in 100% · 1 open now · since Aug 2026
Airflow 1 6% required in 100% · since Aug 2026
Amazon EKS 1 6% required in 100% · 1 open now · since Oct 2026
Show all (12)
Amazon S31
Databricks1
Spark1
Unix1

What developer tools does Shift5 use?

Docker is named in 17% of job postings at Shift5, followed by Siemens NX (11%), SolidWorks (11%), ArgoCD (6%).

Docker 3 17% required in 100% · since Jul 2026
Siemens NX 2 11% required in 100% · 2 open now · since Sep 2026
SolidWorks 2 11% required in 100% · 2 open now · since Sep 2026
ArgoCD 1 6% required in 100% · 1 open now · since Oct 2026
Atlantis 1 6% required in 100% · 1 open now · since Oct 2026
Cosign 1 6% required in 100% · 1 open now · since Oct 2026
Cursor 1 6% required in 100% · 1 open now · since Oct 2026
Git 1 6% required in 100% · since Jul 2026
Show all (13)
Harbor1
OpenTofu1
Rest API1
Sigstore1
Terraform1

What AI and ML technologies does Shift5 use?

LLM is named in 6% of job postings at Shift5.

LLM 1 6% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Shift5 ask for?

AS9100 is named in 33% of job postings at Shift5, followed by Time Series (28%), CI/CD (17%), DO-160 (11%).

AS9100 6 33% required in 83% · 4 open now · since May 2024
Time Series 5 28% required in 40% · since Jun 2026
CI/CD 3 17% required in 100% · 1 open now · since Aug 2026
DO-160 2 11% required in 100% · 2 open now · since May 2024
DO-178C 2 11% required in 100% · 1 open now · since Sep 2026
DO-254 2 11% required in 100% · 1 open now · since Sep 2026
MIL-STD-810 2 11% required in 100% · 2 open now · since May 2024
AI Agents 1 6% required in 100% · since Aug 2026
Show all (17)
Anomaly Detection1
CAPA1
CMMC1
GitOps1
LLM Guardrails1
Machine Learning1
Platform Engineering1
RAG1
TCP/IP1

What does each Shift5 team work with?

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

Operations

5 postings
Linux3
Windows3

Industrial Engineering

3 postings
Siemens NX2
SolidWorks2

See the open roles

How does your stack fit Shift5?

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How much does Shift5 pay by technology?

Median stated pay of the postings that name each technology, against the median of all Shift5 postings with stated pay: $158k across 14 postings.

TechnologyPostings with payMedianvs company median
Python7$180k+14%
Linux6$127k−20%

How is the Shift5 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
WindowsSep 2026
Siemens NXSep 2026
SolidWorksSep 2026
DO-178CSep 2026
DO-254Sep 2026
AWSAug 2026
CI/CDAug 2026
GoAug 2026

How modern is the Shift5 stack?

Cutting-edge AI adopter 75/100

Shift5 scores 75 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: 1; legacy ones: 0.

How common is the Shift5 stack in its industry?

Share of the 236 companies in the same industries, whose stack Alion knows, that use each technology.

Linux36%
Python68%
AWS41%
Go17%
MATLAB3%
Rust12%
SQL50%
Windows18%
GitHub24%
GitHub Actions21%

What sets Shift5 apart

MATLAB3%

Questions about the Shift5 tech stack

What programming languages does Shift5 use?

The languages named in Shift5 job postings are Python (39%), Go (17%), MATLAB (17%), Rust (17%), SQL (17%), as a share of the 18 postings of the last 12 months.

Does Shift5 use Linux?

Yes. Linux is named in 7 of 18 job postings (39%) and required in 7 of them.

What cloud and platforms does Shift5 use?

The cloud and platforms named in Shift5 job postings are Linux (7), AWS (3), Windows (3) (postings in brackets).

What skills do you need for a Operations job at Shift5?

Operations postings at Shift5 most often require Linux (3), Windows (3), out of 5 postings in the last 12 months.

Is the Shift5 tech stack changing?

Yes. Windows, Siemens NX, SolidWorks, DO-178C first appeared in Shift5 job postings in the last six months.

How modern is the Shift5 tech stack?

Shift5 scores 75 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: 1; legacy ones: 0.

How does Alion know the Shift5 tech stack?

Alion reads every job posting Shift5 publishes and tags the technologies each one names. The figures on this page count the 18 postings of the last 12 months and were updated on Nov 11, 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, "Shift5 tech stack: 62 technologies from 18 job postings", as of Nov 11, 2026. https://alion.io/company/shift-5/technologies

Licence: CC BY-SA 4.0JSON