Meta tech stack

Meta builds mostly with Python, SQL, C++, Go. Its stack also includes PyTorch, GCP, GitHub, TensorFlow. Python is named in 5 of the 17 job postings Meta published in the last 12 months (29%). Counted by Alion from the job postings of Meta, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
53
Postings analysed
17
Open now
15
Modernity
83 /100

What programming languages does Meta use?

Python is named in 29% of job postings at Meta, followed by SQL (12%), C++ (6%), Go (6%).

Python 5 29% required in 100% · 4 open now · since Jul 2026
SQL 2 12% required in 100% · 2 open now · since Oct 2026
C++ 1 6% required in 100% · 1 open now · since Oct 2026
Go 1 6% required in 100% · since Jul 2026
Java 1 6% required in 100% · since Jul 2026
JavaScript 1 6% required in 100% · 1 open now · since Oct 2026
PHP 1 6% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Meta use?

PyTorch is named in 18% of job postings at Meta, followed by TensorFlow (12%), Django (6%), NCCL (6%).

PyTorch 3 18% required in 100% · 2 open now · since Jul 2026
TensorFlow 2 12% required in 50% · 1 open now · since Jul 2026
Django 1 6% required in 100% · since Jul 2026
NCCL 1 6% required in 100% · since Jul 2026
PyTorch C++ 1 6% required in 100% · 1 open now · since Oct 2026
Ray 1 6% required in 100% · 1 open now · since Sep 2026
React.js 1 6% required in 100% · 1 open now · since Oct 2026
TensorFlow C++ 1 6% required in 100% · 1 open now · since Oct 2026
Show all (12)
Transformers1
CUDA1
FSDP1
Triton1

What databases does Meta use?

PostgreSQL is named in 6% of job postings at Meta.

PostgreSQL 1 6% required in 100% · since Jul 2026

What cloud and platforms does Meta use?

GCP is named in 12% of job postings at Meta, followed by GitHub (12%), CUDA Toolkit (12%), AWS (6%).

GCP 2 12% required in 50% · 1 open now · since Jul 2026
GitHub 2 12% required in 50% · 1 open now · since Jul 2026
CUDA Toolkit 2 12% optional · 1 open now · since Jul 2026
AWS 1 6% optional · 1 open now · since Oct 2026
Azure 1 6% optional · 1 open now · since Oct 2026
Kubeflow 1 6% optional · 1 open now · since Oct 2026
Kubernetes 1 6% optional · 1 open now · since Oct 2026

What developer tools does Meta use?

Rest API is named in 6% of job postings at Meta, followed by Cadence Allegro (6%), Docker (6%), InfiniBand (6%).

Rest API 1 6% required in 100% · 1 open now · since Oct 2026
Cadence Allegro 1 6% optional · 1 open now · since Sep 2026
Docker 1 6% optional · 1 open now · since Oct 2026
InfiniBand 1 6% optional · since Jul 2026
Valor NPI 1 6% optional · 1 open now · since Sep 2026

What AI and ML technologies does Meta use?

LLM is named in 18% of job postings at Meta, followed by Claude (6%), Falcon (6%).

LLM 3 18% required in 100% · 2 open now · since Jul 2026
Claude 1 6% required in 100% · 1 open now · since Oct 2026
Falcon 1 6% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Meta ask for?

Context Engineering is named in 71% of job postings at Meta, followed by AI Agents (29%), Machine Learning (29%), Edge AI (12%).

Context Engineering 12 71% optional · 12 open now · since Sep 2026
AI Agents 5 29% required in 60% · 5 open now · since Sep 2026
Machine Learning 5 29% required in 60% · 4 open now · since Jul 2026
Edge AI 2 12% required in 100% · 2 open now · since Sep 2026
A/B Testing 1 6% required in 100% · 1 open now · since Oct 2026
Computer Vision 1 6% required in 100% · 1 open now · since Oct 2026
Diffusion Models 1 6% required in 100% · 1 open now · since Sep 2026
Embodied AI 1 6% required in 100% · 1 open now · since Oct 2026
Show all (18)
Fine-tuning1
HPC1
Multimodal AI1
Physical AI1
Post-training1
Recommender Systems1
Reinforcement Learning1
Reinforcement Learning1
SRE1
Self-Supervised Learning1

What does each Meta team work with?

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

AI/ML

3 postings
LLM2
PyTorch2
Python2

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How modern is the Meta stack?

Cutting-edge AI adopter 83/100

Meta scores 83 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: 3; legacy ones: 0.

How common is the Meta stack in its industry?

Share of the 699 companies in the same industries, whose stack Alion knows, that use each technology.

Python47%
LLM28%
PyTorch20%
CUDA Toolkit8%
GCP28%
GitHub19%
SQL38%
TensorFlow12%
AWS36%
Azure23%

Meta products in its job postings

Postings at Meta name its own products. They describe what the company makes, so they are left out of the stack above.

Llama1
Meta Quest SDK1

Questions about the Meta tech stack

What programming languages does Meta use?

The languages named in Meta job postings are Python (29%), SQL (12%), C++ (6%), Go (6%), Java (6%), as a share of the 17 postings of the last 12 months.

Does Meta use PyTorch?

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

What cloud and platforms does Meta use?

The cloud and platforms named in Meta job postings are GCP (2), GitHub (2), CUDA Toolkit (2) (postings in brackets).

What skills do you need for a AI/ML job at Meta?

AI/ML postings at Meta most often require LLM (2), PyTorch (2), Python (2), out of 3 postings in the last 12 months.

Is the Meta tech stack changing?

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

How modern is the Meta tech stack?

Meta scores 83 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: 3; legacy ones: 0.

How does Alion know the Meta tech stack?

Alion reads every job posting Meta 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 1, 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, "Meta tech stack: 53 technologies from 17 job postings", as of Oct 1, 2026. https://alion.io/company/meta/technologies

Licence: CC BY-SA 4.0JSON