Efficient Computer
AI Chips & Accelerators · Processors, MCUs & AI Chips

Efficient Computer tech stack

Efficient Computer builds mostly with Python, C++, SystemVerilog, Perl. Its stack also includes UVM, Linux, MLIR, GitHub. Python is named in 16 of the 24 job postings Efficient Computer published in the last 12 months (67%). Counted by Alion from the job postings of Efficient Computer, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
66
Postings analysed
24
Open now
16
Modernity
70 /100
New in 6 months
8

What programming languages does Efficient Computer use?

Python is named in 67% of job postings at Efficient Computer, followed by C++ (50%), SystemVerilog (38%), Perl (17%).

Python 16 67% required in 88% · 10 open now · since Feb 2026
C++ 12 50% required in 100% · 8 open now · since May 2026
SystemVerilog 9 38% required in 100% · 7 open now · since Feb 2026
Perl 4 17% required in 100% · 2 open now · since Feb 2026
JavaScript 3 13% required in 33% · 3 open now · since Aug 2026
Verilog 2 8% required in 100% · 1 open now · since Aug 2026
C 2 8% optional · 2 open now · since Feb 2026
Node JS 2 8% optional · 2 open now · since Aug 2026
Show all (12)
Bash1
Embedded C1
Go1
VHDL1

What frameworks and libraries does Efficient Computer use?

UVM is named in 21% of job postings at Efficient Computer, followed by MLIR (17%), CUDA (8%), Electron (8%).

UVM 5 21% required in 100% · 4 open now · since Feb 2026
MLIR 4 17% required in 75% · 3 open now · since May 2026
CUDA 2 8% required in 100% · 2 open now · since Oct 2026
Electron 2 8% required in 100% · 2 open now · since Aug 2026
LiteRT 2 8% required in 100% · 2 open now · since Apr 2026
PyTorch 2 8% required in 100% · 2 open now · since May 2026
ROCm 2 8% required in 100% · 2 open now · since Oct 2026
TensorFlow 2 8% required in 50% · 2 open now · since Apr 2026
Show all (13)
ExecuTorch1
OpenCL1
TFLite1
TensorFlow C++1
XLA1

What databases does Efficient Computer use?

PostgreSQL is named in 4% of job postings at Efficient Computer, followed by Redis (4%).

PostgreSQL 1 4% required in 100% · since May 2026
Redis 1 4% required in 100% · since May 2026

What cloud and platforms does Efficient Computer use?

Linux is named in 17% of job postings at Efficient Computer, followed by GitHub (8%), Kubernetes (8%), AWS (4%).

Linux 4 17% required in 75% · 4 open now · since May 2026
GitHub 2 8% required in 100% · 1 open now · since Sep 2026
Kubernetes 2 8% required in 50% · 1 open now · since May 2026
AWS 1 4% required in 100% · 1 open now · since Nov 2026
Apollo 1 4% required in 100% · 1 open now · since Sep 2026
GCP 1 4% required in 100% · 1 open now · since Nov 2026
GitHub Actions 1 4% required in 100% · 1 open now · since Nov 2026
Okta 1 4% required in 100% · since Sep 2026
Show all (10)
Windows1
FreeRTOS1

What developer tools does Efficient Computer use?

Formal Verification is named in 21% of job postings at Efficient Computer, followed by Cadence JasperGold (13%), ONNX (13%), Cadence Palladium (8%).

Formal Verification 5 21% required in 80% · 4 open now · since Apr 2026
Cadence JasperGold 3 13% required in 100% · 2 open now · since Sep 2026
ONNX 3 13% required in 100% · 3 open now · since Apr 2026
Cadence Palladium 2 8% required in 100% · 2 open now · since Oct 2026
Cadence Xcelium 2 8% required in 100% · 2 open now · since Aug 2026
LLVM 2 8% required in 100% · 2 open now · since Aug 2026
QEMU 2 8% required in 100% · 2 open now · since Oct 2026
Siemens Veloce 2 8% required in 100% · 2 open now · since Oct 2026
Show all (21)
Synopsys PrimeTime2
Synopsys ZeBu2
CMake1
Cadence Innovus1
Cadence Tempus1
GCC1
Synopsys Fusion Compiler1
Synopsys HSPICE1
Synopsys Verdi1
TensorRT1
WebSockets1
Docker1
Microsoft Excel1

Which engineering practices does Efficient Computer ask for?

CI/CD is named in 17% of job postings at Efficient Computer, followed by Machine Learning (13%), CMMC (8%), Wi-Fi (8%).

CI/CD 4 17% required in 100% · 2 open now · since Feb 2026
Machine Learning 3 13% required in 100% · 2 open now · since Aug 2026
CMMC 2 8% required in 100% · since Sep 2026
Wi-Fi 2 8% required in 100% · since Sep 2026
Edge AI 2 8% required in 50% · 2 open now · since May 2026
AI Agents 1 4% required in 100% · 1 open now · since Oct 2026
Platform Engineering 1 4% required in 100% · since Oct 2026
Sensor Fusion 1 4% required in 100% · 1 open now · since Oct 2026

What does each Efficient Computer team work with?

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

Hardware

11 postings
SystemVerilog9
C++7
Python7
UVM5
Formal Verification4
Cadence JasperGold3

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How much does Efficient Computer pay by technology?

Median stated pay of the postings that name each technology, against the median of all Efficient Computer postings with stated pay: $230k across 21 postings.

TechnologyPostings with payMedianvs company median
Python13$230k0%
C++9$230k0%
SystemVerilog8$245k+7%
UVM5$245k+7%

How is the Efficient Computer 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
CUDAOct 2026
Cadence PalladiumOct 2026
QEMUOct 2026
ROCmOct 2026
Siemens VeloceOct 2026
Synopsys ZeBuOct 2026
GitHubSep 2026
CMMCSep 2026

How modern is the Efficient Computer stack?

Modern 70/100

Efficient Computer scores 70 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 Efficient Computer stack in its industry?

Share of the 243 companies in the same industries, whose stack Alion knows, that use each technology.

Python81%
C++78%
SystemVerilog51%
UVM39%
Linux64%
MLIR26%
Perl39%
JavaScript23%
C31%
CUDA32%

Questions about the Efficient Computer tech stack

What programming languages does Efficient Computer use?

The languages named in Efficient Computer job postings are Python (67%), C++ (50%), SystemVerilog (38%), Perl (17%), JavaScript (13%), as a share of the 24 postings of the last 12 months.

Does Efficient Computer use UVM?

Yes. UVM is named in 5 of 24 job postings (21%) and required in 5 of them.

What cloud and platforms does Efficient Computer use?

The cloud and platforms named in Efficient Computer job postings are Linux (4), GitHub (2), Kubernetes (2) (postings in brackets).

What skills do you need for a Hardware job at Efficient Computer?

Hardware postings at Efficient Computer most often require SystemVerilog (9), C++ (7), Python (7), UVM (5), out of 11 postings in the last 12 months.

Is the Efficient Computer tech stack changing?

Yes. CUDA, Cadence Palladium, QEMU, ROCm first appeared in Efficient Computer job postings in the last six months.

How modern is the Efficient Computer tech stack?

Efficient Computer scores 70 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 Efficient Computer tech stack?

Alion reads every job posting Efficient Computer publishes and tags the technologies each one names. The figures on this page count the 24 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, "Efficient Computer tech stack: 66 technologies from 24 job postings", as of Nov 11, 2026. https://alion.io/company/efficient-computer/technologies

Licence: CC BY-SA 4.0JSON