Upscale AI tech stack

Upscale AI builds mostly with Python, C++, SystemVerilog, Perl. Its stack also includes Linux, UVM, NCCL, GitHub. Python is named in 12 of the 17 job postings Upscale AI published in the last 12 months (71%). Counted by Alion from the job postings of Upscale AI, updated Oct 4, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 4, 2026
Technologies in use
51
Postings analysed
17
Open now
17
Modernity
68 /100

What programming languages does Upscale AI use?

Python is named in 71% of job postings at Upscale AI, followed by C++ (29%), SystemVerilog (29%), Perl (24%).

Python 12 71% required in 92% · 12 open now · since Jun 2026
C++ 5 29% required in 100% · 5 open now · since Jun 2026
SystemVerilog 5 29% required in 100% · 5 open now · since Jun 2026
Perl 4 24% required in 100% · 4 open now · since Jul 2026
Go 2 12% required in 100% · 2 open now · since Jul 2026
Bash 1 6% required in 100% · 1 open now · since Aug 2026
Verilog 1 6% required in 100% · 1 open now · since Jun 2026
MATLAB 1 6% optional · 1 open now · since Jun 2026

What frameworks and libraries does Upscale AI use?

UVM is named in 18% of job postings at Upscale AI, followed by NCCL (12%), OpenTelemetry (6%), Pytest (6%).

UVM 3 18% required in 100% · 3 open now · since Jul 2026
NCCL 2 12% required in 50% · 2 open now · since Jun 2026
OpenTelemetry 1 6% required in 100% · 1 open now · since Jul 2026
Pytest 1 6% optional · 1 open now · since Aug 2026

What cloud and platforms does Upscale AI use?

Linux is named in 35% of job postings at Upscale AI, followed by GitHub (6%), GitHub Actions (6%), GitLab CI (6%).

Linux 6 35% required in 100% · 6 open now · since Jun 2026
GitHub 1 6% required in 100% · 1 open now · since Aug 2026
GitHub Actions 1 6% required in 100% · 1 open now · since Aug 2026
GitLab CI 1 6% required in 100% · 1 open now · since Aug 2026
AWS 1 6% optional · 1 open now · since Aug 2026
GCP 1 6% optional · 1 open now · since Aug 2026

What developer tools does Upscale AI use?

Formal Verification is named in 18% of job postings at Upscale AI, followed by Cadence Innovus (12%), Docker (12%), Synopsys PrimeTime (12%).

Formal Verification 3 18% required in 100% · 3 open now · since Jul 2026
Cadence Innovus 2 12% required in 100% · 2 open now · since Jul 2026
Docker 2 12% required in 100% · 2 open now · since Jul 2026
Synopsys PrimeTime 2 12% required in 100% · 2 open now · since Jul 2026
gRPC 2 12% required in 100% · 2 open now · since Jun 2026
Ansys HFSS 2 12% required in 50% · 2 open now · since Jun 2026
Cadence Sigrity 2 12% required in 50% · 2 open now · since Jun 2026
Keysight ADS 2 12% required in 50% · 2 open now · since Jun 2026
Show all (21)
Ansible2
Ansys RedHawk1
CMake1
Cadence Palladium1
InfiniBand1
Jenkins1
Siemens Calibre1
Synopsys ZeBu1
Git1
Prometheus1
Protobuf1
Rest API1
Terraform1

Which engineering practices does Upscale AI ask for?

BGP is named in 18% of job postings at Upscale AI, followed by TCP/IP (18%), CI/CD (12%), HPC (12%).

BGP 3 18% required in 100% · 3 open now · since Jun 2026
TCP/IP 3 18% required in 100% · 3 open now · since Jul 2026
CI/CD 2 12% required in 100% · 2 open now · since Aug 2026
HPC 2 12% required in 50% · 2 open now · since Jul 2026
AI Agents 1 6% required in 100% · 1 open now · since Jun 2026
Anomaly Detection 1 6% required in 100% · 1 open now · since Jun 2026
DHCP 1 6% required in 100% · 1 open now · since Aug 2026
DNS 1 6% required in 100% · 1 open now · since Aug 2026
Show all (12)
Edge AI1
Shift-Left1
VLAN1
Machine Learning1

What does each Upscale AI team work with?

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

Hardware

9 postings
Python6
SystemVerilog5
Perl4
Formal Verification3
UVM3
C++2

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How modern is the Upscale AI stack?

Modern 68/100

Upscale AI scores 68 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.

Questions about the Upscale AI tech stack

What programming languages does Upscale AI use?

The languages named in Upscale AI job postings are Python (71%), C++ (29%), SystemVerilog (29%), Perl (24%), Go (12%), as a share of the 17 postings of the last 12 months.

Does Upscale AI use UVM?

Yes. UVM is named in 3 of 17 job postings (18%) and required in 3 of them.

What cloud and platforms does Upscale AI use?

The cloud and platforms named in Upscale AI job postings are Linux (6), GitHub (1), GitHub Actions (1) (postings in brackets).

What skills do you need for a Hardware job at Upscale AI?

Hardware postings at Upscale AI most often require Python (6), SystemVerilog (5), Perl (4), Formal Verification (3), out of 9 postings in the last 12 months.

Is the Upscale AI tech stack changing?

No new technology has appeared in Upscale AI job postings in the last six months.

How modern is the Upscale AI tech stack?

Upscale AI scores 68 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 Upscale AI tech stack?

Alion reads every job posting Upscale AI publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 4, 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, "Upscale AI tech stack: 51 technologies from 17 job postings", as of Oct 4, 2026. https://alion.io/company/upscale-ai-2/technologies

Licence: CC BY-SA 4.0JSON