Code Metal tech stack

Code Metal builds mostly with Python, C++, MATLAB, VHDL. Its stack also includes AWS, Azure, PyTorch, OpenCL. Python is named in 19 of the 25 job postings Code Metal published in the last 12 months (76%). Counted by Alion from the job postings of Code Metal, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
84
Postings analysed
25
Open now
17
Modernity
75 /100

What programming languages does Code Metal use?

Python is named in 76% of job postings at Code Metal, followed by C++ (60%), MATLAB (24%), VHDL (20%).

Python 19 76% required in 84% · 13 open now · since May 2026
C++ 15 60% required in 80% · 11 open now · since May 2026
MATLAB 6 24% required in 17% · 5 open now · since May 2026
VHDL 5 20% optional · 4 open now · since May 2026
Rust 4 16% required in 25% · 4 open now · since May 2026
Verilog 3 12% optional · 3 open now · since May 2026
TypeScript 2 8% required in 100% · 1 open now · since May 2026
JavaScript 2 8% required in 50% · 1 open now · since May 2026
Show all (9)
SQL1

What frameworks and libraries does Code Metal use?

PyTorch is named in 12% of job postings at Code Metal, followed by OpenCL (12%), CUDA (12%), PyTorch C++ (8%).

PyTorch 3 12% required in 67% · 2 open now · since May 2026
OpenCL 3 12% required in 33% · 2 open now · since May 2026
CUDA 3 12% optional · 3 open now · since May 2026
PyTorch C++ 2 8% required in 50% · 1 open now · since May 2026
React.js 2 8% required in 50% · 1 open now · since May 2026
PostGIS 2 8% optional · 1 open now · since Jun 2026
Pydantic 2 8% optional · 1 open now · since Jun 2026
Alembic 1 4% required in 100% · since Jun 2026
Show all (16)
Hypothesis1
LangChain1
MLIR1
Material UI1
SQLAlchemy1
Transformers1
TensorFlow1
TensorFlow C++1

What databases does Code Metal use?

PostgreSQL is named in 8% of job postings at Code Metal, followed by Snowflake (4%).

PostgreSQL 2 8% required in 100% · 1 open now · since Jun 2026
Snowflake 1 4% optional · 1 open now · since Jun 2026

What cloud and platforms does Code Metal use?

AWS is named in 16% of job postings at Code Metal, followed by Azure (16%), CUDA Toolkit (16%), GCP (16%).

AWS 4 16% required in 25% · 4 open now · since May 2026
Azure 4 16% required in 25% · 4 open now · since May 2026
CUDA Toolkit 4 16% required in 25% · 3 open now · since May 2026
GCP 4 16% required in 25% · 4 open now · since May 2026
Amazon ECS 3 12% required in 100% · 3 open now · since Jun 2026
Hugging Face 2 8% required in 100% · 2 open now · since May 2026
Linux 2 8% optional · 1 open now · since Aug 2026
Buildkite 1 4% required in 100% · since Jul 2026
Show all (16)
Figma1
GitHub1
GitHub Actions1
GitLab1
GitLab CI1
Kubernetes1
vLLM1
Databricks1

What developer tools does Code Metal use?

Docker is named in 16% of job postings at Code Metal, followed by GraphQL (16%), Rest API (12%), gRPC (12%).

Docker 4 16% required in 100% · 4 open now · since May 2026
GraphQL 4 16% required in 75% · 4 open now · since May 2026
Rest API 3 12% required in 100% · 3 open now · since May 2026
gRPC 3 12% required in 100% · 3 open now · since May 2026
Vitis HLS 2 8% required in 100% · 1 open now · since Aug 2026
Git 2 8% optional · 1 open now · since Aug 2026
Ansible 1 4% required in 100% · 1 open now · since May 2026
CircleCI 1 4% required in 100% · since Jul 2026
Show all (16)
Helm1
LLVM1
OpenMP1
Terraform1
Vitis1
ArgoCD1
Protobuf1
TPU1

What AI and ML technologies does Code Metal use?

LLM is named in 16% of job postings at Code Metal.

LLM 4 16% required in 50% · 3 open now · since May 2026

Which engineering practices does Code Metal ask for?

CI/CD is named in 44% of job postings at Code Metal, followed by AI Agents (28%), Human-in-the-Loop (16%), Machine Learning (16%).

CI/CD 11 44% required in 91% · 8 open now · since May 2026
AI Agents 7 28% required in 100% · 6 open now · since May 2026
Human-in-the-Loop 4 16% required in 100% · 1 open now · since Jun 2026
Machine Learning 4 16% required in 100% · 4 open now · since May 2026
Digital Twin 4 16% required in 75% · 1 open now · since Jun 2026
Function Calling 2 8% required in 100% · 2 open now · since May 2026
Structured Outputs 2 8% required in 100% · 2 open now · since May 2026
Tool Use 2 8% required in 100% · 2 open now · since May 2026
Show all (24)
Computer Vision2
Agentic Workflows1
Embeddings1
Fine-tuning1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Multi-Agent Systems1
Platform Engineering1
Post-training1
Prompt Engineering1
RAG1
Reinforcement Learning1
Shift-Left1
Synthetic Data1
GitOps1

What does each Code Metal team work with?

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

Backend

6 postings
Python6
Docker3
GraphQL3
Rest API3
gRPC3
C++2

Hardware

5 postings
C++4
Amazon ECS3
Python2
Vitis HLS2

Industrial Engineering

3 postings
C++3
Python3

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How is the Code Metal 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.

Rising
AI Agents15% → 42%
MATLAB15% → 33%
Human-in-the-Loop8% → 25%
Machine Learning8% → 25%
LLM8% → 25%
VHDL15% → 25%
Falling
CUDA Toolkit23% → 8%
Rust23% → 8%

How modern is the Code Metal stack?

Cutting-edge AI adopter 75/100

Code Metal 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 Code Metal stack in its industry?

Share of the 189 companies in the same industries, whose stack Alion knows, that use each technology.

Python70%
C++32%
MATLAB4%
VHDL3%
AWS47%
Azure35%
CUDA Toolkit12%
GCP39%
LLM51%
Rust28%

What sets Code Metal apart

MATLAB4%
VHDL3%
Amazon ECS3%
OpenCL2%
Verilog4%

Questions about the Code Metal tech stack

What programming languages does Code Metal use?

The languages named in Code Metal job postings are Python (76%), C++ (60%), MATLAB (24%), VHDL (20%), Rust (16%), as a share of the 25 postings of the last 12 months.

Does Code Metal use PyTorch?

Yes. PyTorch is named in 3 of 25 job postings (12%) and required in 2 of them.

What cloud and platforms does Code Metal use?

The cloud and platforms named in Code Metal job postings are AWS (4), Azure (4), CUDA Toolkit (4) (postings in brackets).

What skills do you need for a Backend job at Code Metal?

Backend postings at Code Metal most often require Python (6), Docker (3), GraphQL (3), Rest API (3), out of 6 postings in the last 12 months.

Is the Code Metal tech stack changing?

No new technology has appeared in Code Metal job postings in the last six months.

How modern is the Code Metal tech stack?

Code Metal 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 Code Metal tech stack?

Alion reads every job posting Code Metal publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Sep 27, 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, "Code Metal tech stack: 84 technologies from 25 job postings", as of Sep 27, 2026. https://alion.io/company/codemetal/technologies

Licence: CC BY-SA 4.0JSON