Code Metal
AI Development Tools · Embedded Software & RTOS

Code Metal tech stack

Code Metal builds mostly with Python, C++, MATLAB, Rust. Its stack also includes AWS, Azure, PyTorch, CUDA. Python is named in 28 of the 36 job postings Code Metal published in the last 12 months (78%). Counted by Alion from the job postings of Code Metal, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
104
Postings analysed
36
Open now
24
Modernity
73 /100
New in 6 months
8

What programming languages does Code Metal use?

Python is named in 78% of job postings at Code Metal, followed by C++ (58%), MATLAB (22%), Rust (17%).

Python 28 78% required in 89% · 20 open now · since May 2026
C++ 21 58% required in 81% · 14 open now · since May 2026
MATLAB 8 22% required in 38% · 6 open now · since May 2026
Rust 6 17% required in 50% · 5 open now · since May 2026
VHDL 6 17% required in 17% · 5 open now · since May 2026
TypeScript 3 8% required in 67% · 1 open now · since May 2026
Verilog 3 8% optional · 3 open now · since May 2026
SQL 2 6% required in 100% · 1 open now · since Jun 2026
Show all (11)
JavaScript2
C2
Cython2

What frameworks and libraries does Code Metal use?

PyTorch is named in 14% of job postings at Code Metal, followed by CUDA (14%), OpenCL (8%), Alembic (6%).

PyTorch 5 14% required in 80% · 4 open now · since May 2026
CUDA 5 14% required in 40% · 3 open now · since May 2026
OpenCL 3 8% required in 33% · 2 open now · since May 2026
Alembic 2 6% required in 100% · 1 open now · since Jun 2026
MLIR 2 6% required in 100% · 2 open now · since Nov 2026
OpenTelemetry 2 6% required in 100% · 2 open now · since Oct 2026
SGLang 2 6% required in 100% · 2 open now · since Oct 2026
SQLAlchemy 2 6% required in 100% · 1 open now · since Jun 2026
Show all (22)
TensorRT-LLM2
React.js2
Numba2
PostGIS2
Pydantic2
Django1
Hypothesis1
LangChain1
Material UI1
Pytest1
Transformers1
Playwright1
TensorFlow1
TensorFlow C++1

What databases does Code Metal use?

PostgreSQL is named in 8% of job postings at Code Metal, followed by Snowflake (3%).

PostgreSQL 3 8% required in 100% · 1 open now · since Jun 2026
Snowflake 1 3% optional · since Jun 2026

What cloud and platforms does Code Metal use?

AWS is named in 14% of job postings at Code Metal, followed by Azure (14%), GCP (14%), Hugging Face (11%).

AWS 5 14% required in 40% · 5 open now · since May 2026
Azure 5 14% required in 40% · 5 open now · since May 2026
GCP 5 14% required in 40% · 5 open now · since May 2026
Hugging Face 4 11% required in 100% · 4 open now · since May 2026
Amazon ECS 3 8% required in 100% · 2 open now · since Jun 2026
Kubernetes 3 8% required in 100% · 3 open now · since May 2026
vLLM 3 8% required in 100% · 3 open now · since Jul 2026
Linux 3 8% required in 33% · 2 open now · since Aug 2026
Show all (18)
GitHub Actions2
API Gateway2
MLFlow2
Weights & Biases2
Buildkite1
Figma1
GitHub1
GitLab1
GitLab CI1
Databricks1

What developer tools does Code Metal use?

Docker is named in 17% of job postings at Code Metal, followed by STK (14%), GraphQL (11%), Rest API (8%).

Docker 6 17% required in 100% · 6 open now · since May 2026
STK 5 14% required in 40% · 5 open now · since May 2026
GraphQL 4 11% required in 75% · 3 open now · since May 2026
Rest API 3 8% required in 100% · 3 open now · since May 2026
gRPC 3 8% required in 100% · 3 open now · since May 2026
AFSIM 3 8% optional · 3 open now · since May 2026
GCC 2 6% required in 100% · 2 open now · since Nov 2026
LLVM 2 6% required in 100% · 2 open now · since Nov 2026
Show all (21)
Vitis HLS2
Git2
TensorRT2
Ansible1
CircleCI1
Helm1
OpenMP1
Terraform1
Vitis1
ArgoCD1
Model Context Protocol1
Protobuf1
TPU1

What AI and ML technologies does Code Metal use?

LLM is named in 22% of job postings at Code Metal.

LLM 8 22% required in 75% · 7 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 (36%), Machine Learning (19%), Human-in-the-Loop (11%).

CI/CD 16 44% required in 94% · 12 open now · since May 2026
AI Agents 13 36% required in 85% · 12 open now · since May 2026
Machine Learning 7 19% required in 100% · 7 open now · since May 2026
Human-in-the-Loop 4 11% required in 100% · 1 open now · since Jun 2026
Structured Outputs 4 11% required in 100% · 4 open now · since May 2026
Digital Twin 4 11% required in 75% · since Jun 2026
Embeddings 3 8% required in 100% · 3 open now · since Jul 2026
Platform Engineering 3 8% required in 100% · 3 open now · since May 2026
Show all (29)
RAG3
Fine-tuning3
Function Calling3
Agentic Workflows2
Context Engineering2
Hybrid Search2
SLI/SLO/SLA2
LLM Evaluation2
Computer Vision2
Speculative Decoding2
CMMC1
EU AI Act1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Multi-Agent Systems1
Post-training1
Prompt Engineering1
Reinforcement Learning1
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

11 postings
Python9
C++6
Docker4
GraphQL3
LLM3
Rest API3

AI/ML

4 postings
Python4
Hugging Face3
LLM3
PyTorch3
vLLM3
Kubernetes2

Hardware

4 postings
C++3
Python3
Vitis HLS2

Industrial Engineering

3 postings
C++3
Python3

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How much does Code Metal pay by technology?

Median stated pay of the postings that name each technology, against the median of all Code Metal postings with stated pay: $250k across 22 postings.

TechnologyPostings with payMedianvs company median
Python19$250k0%
C++14$250k0%
LLM7$250k0%
Rust6$236k−6%
MATLAB6$215k−14%

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.

First appeared
GCCNov 2026
LLVMNov 2026
MLIRNov 2026
CNov 2026
CythonNov 2026
NumbaNov 2026
Context EngineeringOct 2026
Hybrid SearchOct 2026
Rising
AI Agents20% → 48%
LLM13% → 29%
MATLAB13% → 29%
Linux0% → 14%
STK7% → 19%
Machine Learning13% → 24%
Falling
PyTorch20% → 10%
CUDA20% → 10%

How modern is the Code Metal stack?

Modern AI adopter 73/100

Code Metal scores 73 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: 1; legacy ones: 0.

How common is the Code Metal stack in its industry?

Share of the 321 companies in the same industries, whose stack Alion knows, that use each technology.

Python66%
C++45%
LLM40%
MATLAB7%
Rust24%
VHDL3%
AWS39%
Azure33%
CUDA11%
GCP31%

What sets Code Metal apart

VHDL3%
Amazon ECS4%
OpenCL2%

Questions about the Code Metal tech stack

What programming languages does Code Metal use?

The languages named in Code Metal job postings are Python (78%), C++ (58%), MATLAB (22%), Rust (17%), VHDL (17%), as a share of the 36 postings of the last 12 months.

Does Code Metal use PyTorch?

Yes. PyTorch is named in 5 of 36 job postings (14%) and required in 4 of them.

What cloud and platforms does Code Metal use?

The cloud and platforms named in Code Metal job postings are AWS (5), Azure (5), GCP (5) (postings in brackets).

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

Backend postings at Code Metal most often require Python (9), C++ (6), Docker (4), GraphQL (3), out of 11 postings in the last 12 months.

Is the Code Metal tech stack changing?

Yes. GCC, LLVM, MLIR, C first appeared in Code Metal job postings in the last six months.

How modern is the Code Metal tech stack?

Code Metal scores 73 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: 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 36 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, "Code Metal tech stack: 104 technologies from 36 job postings", as of Nov 11, 2026. https://alion.io/company/codemetal/technologies

Licence: CC BY-SA 4.0JSON