DensityAI
AI Chips & Accelerators · AI Compute & Inference

DensityAI tech stack

DensityAI builds mostly with Python, C++, SystemVerilog, Rust. Its stack also includes Linux, MLIR, UVM, Cadence Protium. Python is named in 9 of the 26 job postings DensityAI published in the last 12 months (35%). Counted by Alion from the job postings of DensityAI, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
46
Postings analysed
26
Open now
20
Modernity
61 /100
New in 6 months
1

What programming languages does DensityAI use?

Python is named in 35% of job postings at DensityAI, followed by C++ (27%), SystemVerilog (12%), Rust (8%).

Python 9 35% required in 100% · 7 open now · since Jun 2026
C++ 7 27% required in 100% · 5 open now · since Jun 2026
SystemVerilog 3 12% required in 100% · 2 open now · since Jun 2026
Rust 2 8% required in 100% · 2 open now · since Jun 2026
Verilog 2 8% required in 100% · 1 open now · since Jun 2026
SystemC 1 4% required in 100% · since Jun 2026

What frameworks and libraries does DensityAI use?

MLIR is named in 8% of job postings at DensityAI, followed by UVM (8%), CUDA (4%), CUTLASS (4%).

MLIR 2 8% required in 100% · since Jun 2026
UVM 2 8% required in 100% · 2 open now · since May 2026
CUDA 1 4% required in 100% · since Jun 2026
CUTLASS 1 4% required in 100% · since Jun 2026
Triton 1 4% required in 100% · since Jun 2026

What cloud and platforms does DensityAI use?

Linux is named in 8% of job postings at DensityAI, followed by Cadence Protium (4%), GitHub (4%), RTOS (4%).

Linux 2 8% required in 100% · 2 open now · since Jun 2026
Cadence Protium 1 4% required in 100% · 1 open now · since Oct 2026
GitHub 1 4% required in 100% · since Jun 2026
RTOS 1 4% required in 100% · 1 open now · since Jul 2026
Synopsys HAPS 1 4% required in 100% · 1 open now · since Oct 2026

What developer tools does DensityAI use?

Cadence Allegro is named in 12% of job postings at DensityAI, followed by ANSYS (8%), Ansys HFSS (8%), Ansys SIwave (8%).

Cadence Allegro 3 12% required in 100% · 3 open now · since Jun 2026
ANSYS 2 8% required in 100% · 2 open now · since Aug 2026
Ansys HFSS 2 8% required in 100% · 2 open now · since Jun 2026
Ansys SIwave 2 8% required in 100% · 2 open now · since Jun 2026
Cadence Innovus 2 8% required in 100% · 1 open now · since May 2026
Cadence Palladium 2 8% required in 100% · 2 open now · since May 2026
JMP 2 8% required in 100% · 2 open now · since Jun 2026
JTAG Debuggers 2 8% required in 100% · 2 open now · since Oct 2026
Show all (25)
Mentor Xpedition2
Siemens Veloce2
Synopsys Fusion Compiler2
Synopsys PrimeTime2
Abaqus1
Advantest / Teradyne ATE1
Ansys RedHawk1
Cadence Sigrity1
Keysight ADS1
LLVM1
Microsoft Excel1
Minitab1
QEMU1
Shuffle1
Synopsys Verdi1
Synopsys ZeBu1
Cadence JasperGold1

Which engineering practices does DensityAI ask for?

HPC is named in 12% of job postings at DensityAI, followed by Statistical Process Control (8%), CAPA (4%), FMEA (4%).

HPC 3 12% required in 100% · 1 open now · since Jun 2026
Statistical Process Control 2 8% required in 100% · 2 open now · since Jun 2026
CAPA 1 4% required in 100% · 1 open now · since Jun 2026
FMEA 1 4% required in 100% · 1 open now · since Jun 2026
Machine Learning 1 4% required in 100% · 1 open now · since Jun 2026

What does each DensityAI team work with?

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

Hardware

12 postings
Python6
C++4
Cadence Allegro3
Ansys HFSS2
Ansys SIwave2
Cadence Palladium2

Industrial Engineering

6 postings
ANSYS2
Cadence Innovus2
Synopsys Fusion Compiler2
Synopsys PrimeTime2

See the open roles

How does your stack fit DensityAI?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the DensityAI 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
JTAG DebuggersOct 2026

How modern is the DensityAI stack?

Modern 61/100

DensityAI scores 61 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 DensityAI stack in its industry?

Share of the 263 companies in the same industries, whose stack Alion knows, that use each technology.

Python83%
C++66%
SystemVerilog28%
Linux68%
MLIR23%
Rust41%
UVM21%
Verilog29%
CUDA52%
CUTLASS9%

Questions about the DensityAI tech stack

What programming languages does DensityAI use?

The languages named in DensityAI job postings are Python (35%), C++ (27%), SystemVerilog (12%), Rust (8%), Verilog (8%), as a share of the 26 postings of the last 12 months.

Does DensityAI use MLIR?

Yes. MLIR is named in 2 of 26 job postings (8%) and required in 2 of them.

What cloud and platforms does DensityAI use?

The cloud and platforms named in DensityAI job postings are Linux (2), Cadence Protium (1), GitHub (1) (postings in brackets).

What skills do you need for a Hardware job at DensityAI?

Hardware postings at DensityAI most often require Python (6), C++ (4), Cadence Allegro (3), Ansys HFSS (2), out of 12 postings in the last 12 months.

Is the DensityAI tech stack changing?

Yes. JTAG Debuggers first appeared in DensityAI job postings in the last six months.

How modern is the DensityAI tech stack?

DensityAI scores 61 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 DensityAI tech stack?

Alion reads every job posting DensityAI publishes and tags the technologies each one names. The figures on this page count the 26 postings of the last 12 months and were updated on Nov 13, 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, "DensityAI tech stack: 46 technologies from 26 job postings", as of Nov 13, 2026. https://alion.io/company/densityai/technologies

Licence: CC BY-SA 4.0JSON