Zed tech stack

Zed builds mostly with Python, SQL, Rust, Go. Its stack also includes LightGBM, PyTorch. Python is named in 3 of the 5 job postings Zed published in the last 12 months (60%). Counted by Alion from the job postings of Zed, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
24
Postings analysed
5
Open now
4
Modernity
78 /100
New in 6 months
6

What programming languages does Zed use?

Python is named in 60% of job postings at Zed, followed by SQL (60%), Rust (20%), Go (20%).

Python 3 60% required in 100% · 2 open now · since Feb 2026
SQL 3 60% required in 100% · 2 open now · since Feb 2026
Rust 1 20% required in 100% · 1 open now · since Feb 2026
Go 1 20% optional · 1 open now · since Feb 2026
Haskell 1 20% optional · 1 open now · since Feb 2026
OCaml 1 20% optional · 1 open now · since Feb 2026
Scala 1 20% optional · 1 open now · since Feb 2026
TypeScript 1 20% optional · 1 open now · since Feb 2026

What frameworks and libraries does Zed use?

LightGBM is named in 40% of job postings at Zed, followed by PyTorch (40%), XGBoost (40%).

LightGBM 2 40% required in 100% · 1 open now · since Jun 2026
PyTorch 2 40% required in 100% · 1 open now · since Jun 2026
XGBoost 2 40% required in 100% · 1 open now · since Jun 2026

What AI and ML technologies does Zed use?

LLM is named in 40% of job postings at Zed.

LLM 2 40% required in 100% · 2 open now · since May 2026

Which engineering practices does Zed ask for?

AI Agents is named in 40% of job postings at Zed, followed by Anomaly Detection (40%), Embeddings (40%), Machine Learning (40%).

AI Agents 2 40% required in 100% · 2 open now · since Feb 2026
Anomaly Detection 2 40% required in 100% · 1 open now · since Jun 2026
Embeddings 2 40% required in 100% · 1 open now · since Jun 2026
Machine Learning 2 40% required in 100% · 1 open now · since Feb 2026
Prompt Engineering 2 40% required in 100% · 2 open now · since Feb 2026
Fine-tuning 1 20% required in 100% · 1 open now · since Feb 2026
Function Calling 1 20% required in 100% · 1 open now · since May 2026
Platform Engineering 1 20% required in 100% · 1 open now · since May 2026
Show all (12)
RAG1
Tool Use1
Explainable AI1
Reinforcement Learning1

What does each Zed 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
LightGBM2
PyTorch2
Python2
SQL2
XGBoost2

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How is the Zed 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
Anomaly DetectionJun 2026
EmbeddingsJun 2026
LightGBMJun 2026
PyTorchJun 2026
XGBoostJun 2026
LLMMay 2026

How modern is the Zed stack?

Cutting-edge AI adopter 78/100

Zed scores 78 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 Zed stack in its industry?

Share of the 396 companies in the same industries, whose stack Alion knows, that use each technology.

Python72%
SQL67%
LLM46%
LightGBM5%
PyTorch18%
XGBoost8%
Go26%
Haskell1%
OCaml1%
Rust6%

Questions about the Zed tech stack

What programming languages does Zed use?

The languages named in Zed job postings are Python (60%), SQL (60%), Rust (20%), Go (20%), Haskell (20%), as a share of the 5 postings of the last 12 months.

Does Zed use LightGBM?

Yes. LightGBM is named in 2 of 5 job postings (40%) and required in 2 of them.

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

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

Is the Zed tech stack changing?

Yes. Anomaly Detection, Embeddings, LightGBM, PyTorch first appeared in Zed job postings in the last six months.

How modern is the Zed tech stack?

Zed scores 78 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 Zed tech stack?

Alion reads every job posting Zed publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 14, 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, "Zed tech stack: 24 technologies from 5 job postings", as of Oct 14, 2026. https://alion.io/company/zed-4/technologies

Licence: CC BY-SA 4.0JSON