Zhihu tech stack

Zhihu builds mostly with Python, C++, Java, SQL. Its stack also includes PyTorch, TensorFlow, Spark, Dify. Python is named in 11 of the 15 job postings Zhihu published in the last 12 months (73%). Counted by Alion from the job postings of Zhihu, updated Oct 19, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 19, 2026
Technologies in use
54
Postings analysed
15
Open now
15
Modernity
89 /100
New in 6 months
8

What programming languages does Zhihu use?

Python is named in 73% of job postings at Zhihu, followed by C++ (40%), Java (27%), SQL (27%).

Python 11 73% required in 100% · 11 open now · since Mar 2026
C++ 6 40% required in 100% · 6 open now · since Mar 2026
Java 4 27% required in 100% · 4 open now · since Mar 2026
SQL 4 27% required in 100% · 4 open now · since May 2026
Rust 1 7% required in 100% · 1 open now · since Aug 2026
TypeScript 1 7% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Zhihu use?

PyTorch is named in 27% of job postings at Zhihu, followed by TensorFlow (27%), LangChain (20%), LangGraph (20%).

PyTorch 4 27% required in 100% · 4 open now · since Mar 2026
TensorFlow 4 27% required in 100% · 4 open now · since Mar 2026
LangChain 3 20% required in 100% · 3 open now · since Jul 2026
LangGraph 3 20% required in 100% · 3 open now · since Jul 2026
PyTorch C++ 3 20% required in 100% · 3 open now · since Mar 2026
TensorFlow C++ 3 20% required in 100% · 3 open now · since Mar 2026
Transformers 2 13% required in 100% · 2 open now · since Jun 2026
CrewAI 1 7% required in 100% · 1 open now · since Aug 2026
Show all (15)
DeepSpeed1
FSDP1
Flink1
Hadoop1
Megatron-LM1
Pandas1
XGBoost1

What databases does Zhihu use?

MySQL is named in 7% of job postings at Zhihu, followed by Redis (7%).

MySQL 1 7% required in 100% · 1 open now · since Jul 2026
Redis 1 7% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Zhihu use?

Spark is named in 20% of job postings at Zhihu, followed by Dify (7%), Linux (7%), vLLM (7%).

Spark 3 20% required in 100% · 3 open now · since Mar 2026
Dify 1 7% required in 100% · 1 open now · since Oct 2026
Linux 1 7% required in 100% · 1 open now · since Mar 2026
vLLM 1 7% required in 100% · 1 open now · since Mar 2026

What developer tools does Zhihu use?

Cursor is named in 13% of job postings at Zhihu, followed by Model Context Protocol (13%), OpenAI Codex (13%), Claude Code (7%).

Cursor 2 13% required in 100% · 2 open now · since Jul 2026
Model Context Protocol 2 13% required in 100% · 2 open now · since Jul 2026
OpenAI Codex 2 13% required in 100% · 2 open now · since Jul 2026
Claude Code 1 7% required in 100% · 1 open now · since Oct 2026
Git 1 7% required in 100% · 1 open now · since Oct 2026
ONNX 1 7% required in 100% · 1 open now · since Mar 2026
TensorRT 1 7% required in 100% · 1 open now · since Mar 2026
bandit 1 7% required in 100% · 1 open now · since Jun 2026

What AI and ML technologies does Zhihu use?

LLM is named in 60% of job postings at Zhihu, followed by VLM (20%), ChatGPT (7%), Claude (7%).

LLM 9 60% required in 100% · 9 open now · since Oct 2025
VLM 3 20% required in 100% · 3 open now · since Dec 2025
ChatGPT 1 7% required in 100% · 1 open now · since Jul 2026
Claude 1 7% required in 100% · 1 open now · since Jul 2026
LLaVA 1 7% required in 100% · 1 open now · since Mar 2026
LoRA 1 7% required in 100% · 1 open now · since Aug 2026
QLoRA 1 7% required in 100% · 1 open now · since Aug 2026
PEFT 1 7% optional · 1 open now · since Aug 2026

Which engineering practices does Zhihu ask for?

RLHF is named in 40% of job postings at Zhihu, followed by SFT (40%), AI Agents (13%), Function Calling (13%).

RLHF 6 40% required in 100% · 6 open now · since Dec 2025
SFT 6 40% required in 100% · 6 open now · since Dec 2025
AI Agents 2 13% required in 100% · 2 open now · since Jul 2026
Function Calling 2 13% required in 100% · 2 open now · since Jul 2026
Prompt Engineering 2 13% required in 100% · 2 open now · since Oct 2026
A/B Testing 1 7% required in 100% · 1 open now · since Mar 2026
DPO 1 7% required in 100% · 1 open now · since Aug 2026
Multimodal AI 1 7% required in 100% · 1 open now · since Sep 2026
Show all (11)
NLP1
RAG1
RLAIF1

What does each Zhihu team work with?

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

AI/ML

6 postings
Python6
C++4
Java3
PyTorch3
Spark3
TensorFlow3

See the open roles

How does your stack fit Zhihu?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Zhihu 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
Prompt EngineeringOct 2026
LangChainJul 2026
LangGraphJul 2026
AI AgentsJul 2026
CursorJul 2026
Function CallingJul 2026
Model Context ProtocolJul 2026
OpenAI CodexJul 2026

How modern is the Zhihu stack?

Cutting-edge AI adopter 89/100

Zhihu scores 89 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: 8; legacy ones: 0.

How common is the Zhihu stack in its industry?

Share of the 631 companies in the same industries, whose stack Alion knows, that use each technology.

Python32%
LLM17%
C++4%
Java13%
PyTorch6%
SQL36%
TensorFlow4%
LangChain5%
LangGraph3%
PyTorch C++0%

What sets Zhihu apart

C++4%
TensorFlow4%
LangGraph3%
PyTorch C++0%
TensorFlow C++0%
VLM0%

Questions about the Zhihu tech stack

What programming languages does Zhihu use?

The languages named in Zhihu job postings are Python (73%), C++ (40%), Java (27%), SQL (27%), Rust (7%), as a share of the 15 postings of the last 12 months.

Does Zhihu use PyTorch?

Yes. PyTorch is named in 4 of 15 job postings (27%) and required in 4 of them.

What cloud and platforms does Zhihu use?

The cloud and platforms named in Zhihu job postings are Spark (3), Dify (1), Linux (1) (postings in brackets).

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

AI/ML postings at Zhihu most often require Python (6), C++ (4), Java (3), PyTorch (3), out of 6 postings in the last 12 months.

Is the Zhihu tech stack changing?

Yes. Prompt Engineering, LangChain, LangGraph, AI Agents first appeared in Zhihu job postings in the last six months.

How modern is the Zhihu tech stack?

Zhihu scores 89 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: 8; legacy ones: 0.

How does Alion know the Zhihu tech stack?

Alion reads every job posting Zhihu publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Oct 19, 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, "Zhihu tech stack: 54 technologies from 15 job postings", as of Oct 19, 2026. https://alion.io/company/zhihu/technologies

Licence: CC BY-SA 4.0JSON