Tencent tech stack

Tencent builds mostly with Python, C++, Java, SQL. Its stack also includes PyTorch, Linux, AWS, Flink. Python is named in 61 of the 161 job postings Tencent published in the last 12 months (38%). Counted by Alion from the job postings of Tencent, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
181
Postings analysed
161
Open now
131
Modernity
81 /100
New in 6 months
8

What programming languages does Tencent use?

Python is named in 38% of job postings at Tencent, followed by C++ (17%), Java (13%), SQL (11%).

Python 61 38% required in 77% · 49 open now · since Nov 2025
C++ 28 17% required in 86% · 20 open now · since Nov 2025
Java 21 13% required in 100% · 14 open now · since Mar 2026
SQL 18 11% required in 67% · 12 open now · since Apr 2026
Scala 7 4% required in 100% · 4 open now · since Mar 2026
Go 7 4% required in 86% · 3 open now · since Nov 2025
JavaScript 5 3% required in 80% · 2 open now · since Jul 2026
Bash 4 2% required in 100% · 3 open now · since Jun 2026
Show all (17)
Node JS4
PHP3
PowerShell3
TypeScript2
C#1
GLSL1
HLSL1
Objective-C1
Rust1

What frameworks and libraries does Tencent use?

PyTorch is named in 14% of job postings at Tencent, followed by Flink (9%), Hadoop (7%), Unreal Engine (6%).

PyTorch 22 14% required in 77% · 19 open now · since Nov 2025
Flink 15 9% required in 93% · 9 open now · since Mar 2026
Hadoop 11 7% required in 82% · 6 open now · since Mar 2026
Unreal Engine 10 6% required in 80% · 8 open now · since Sep 2025
TensorFlow 7 4% required in 86% · 6 open now · since Nov 2025
Unity 7 4% required in 86% · 4 open now · since Nov 2025
TensorFlow C++ 6 4% required in 83% · 5 open now · since Nov 2025
JAX 3 2% required in 100% · 3 open now · since Jul 2026
Show all (26)
Spring Boot3
Vue.js3
PoC Library2
React.js2
Transformers2
AutoGen2
LangChain2
LlamaIndex2
PyTorch C++2
CUDA1
Next.js1
OpenGL1
Scikit-learn1
Scrapy1
Spring MVC1
FAISS1
FastAPI1
Spring Cloud1

What databases does Tencent use?

MySQL is named in 5% of job postings at Tencent, followed by Snowflake (3%), Redis (3%), ClickHouse (2%).

MySQL 8 5% required in 75% · 6 open now · since Apr 2026
Snowflake 5 3% required in 100% · 3 open now · since Apr 2026
Redis 5 3% required in 80% · 4 open now · since Apr 2026
ClickHouse 4 2% required in 100% · 3 open now · since Apr 2026
Google BigQuery 4 2% required in 100% · 2 open now · since Apr 2026
HBase 3 2% required in 100% · 2 open now · since Jul 2026
ElasticSearch 3 2% required in 67% · 2 open now · since Apr 2026
Amazon Redshift 2 1% required in 100% · 1 open now · since Apr 2026
Show all (20)
BigQuery2
Trino2
PostgreSQL2
Apache Doris1
Apache Hudi1
Apache Iceberg1
MariaDB1
Oracle1
Presto1
StarRocks1
Milvus1
Pinecone1

What cloud and platforms does Tencent use?

Linux is named in 12% of job postings at Tencent, followed by AWS (11%), Azure (8%), Kubernetes (8%).

Linux 19 12% required in 79% · 12 open now · since Mar 2026
AWS 18 11% required in 78% · 13 open now · since Apr 2026
Azure 13 8% required in 69% · 10 open now · since Apr 2026
Kubernetes 13 8% required in 46% · 8 open now · since Mar 2026
Spark 12 7% required in 100% · 7 open now · since Mar 2026
GCP 11 7% required in 64% · 8 open now · since Apr 2026
Apache Kafka 7 4% required in 86% · 4 open now · since Mar 2026
Amazon S3 6 4% required in 100% · 5 open now · since Sep 2025
Show all (33)
Tableau6
Unix6
Databricks5
Power BI5
GitHub5
Windows4
Figma4
Grafana3
Amazon EKS2
CUDA Toolkit2
Hugging Face2
Looker2
OpenAI2
Superset2
Windows Server2
Anthropic1
DirectX1
Firebase1
GitLab1
Metabase1
Microsoft Sentinel1
Runway1
SIEM1
Ubuntu1
VMWare1

What developer tools does Tencent use?

Docker is named in 7% of job postings at Tencent, followed by Model Context Protocol (6%), KVM (3%), Maya (3%).

Docker 11 7% required in 36% · 6 open now · since Mar 2026
Model Context Protocol 9 6% required in 100% · 8 open now · since Jul 2026
KVM 5 3% required in 100% · 3 open now · since Apr 2026
Maya 5 3% required in 100% · 5 open now · since Sep 2025
Xen 5 3% required in 100% · 3 open now · since Apr 2026
Git 5 3% required in 20% · 3 open now · since May 2026
3ds Max 4 2% required in 100% · 4 open now · since Jul 2026
Blender 4 2% required in 75% · 4 open now · since Nov 2025
Show all (27)
Copilot4
Prometheus3
ZBrush3
Cursor3
Houdini2
Microsoft Excel2
Substance 3D Painter2
Adobe Photoshop2
Ansible1
Axure RP1
Canva1
Claude Code1
Marmoset Toolbag1
Nginx1
SLURM1
Terraform1
WordPress1
Zabbix1
TensorRT1

What AI and ML technologies does Tencent use?

LLM is named in 19% of job postings at Tencent, followed by Midjourney (2%), ChatGPT (2%), VLM (2%).

LLM 31 19% required in 87% · 26 open now · since Jan 2026
Midjourney 4 2% required in 100% · 3 open now · since Jul 2026
ChatGPT 4 2% required in 50% · 3 open now · since Jul 2026
VLM 3 2% required in 100% · 3 open now · since Nov 2025
Claude 1 1% required in 100% · since May 2026
Kling 1 1% required in 100% · since Jul 2026
Pika 1 1% required in 100% · since Jul 2026
Stable Diffusion 1 1% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Tencent ask for?

AI Agents is named in 21% of job postings at Tencent, followed by Machine Learning (21%), Diffusion Models (10%), Multimodal AI (10%).

AI Agents 34 21% required in 97% · 25 open now · since Nov 2025
Machine Learning 34 21% required in 97% · 31 open now · since Sep 2025
Diffusion Models 16 10% required in 100% · 13 open now · since Apr 2026
Multimodal AI 16 10% required in 100% · 14 open now · since Nov 2025
Reinforcement Learning 14 9% required in 86% · 13 open now · since Nov 2025
Pre-training 10 6% required in 100% · 7 open now · since Sep 2025
RAG 10 6% required in 90% · 7 open now · since Jul 2026
SFT 9 6% required in 100% · 6 open now · since Jan 2026
Show all (50)
CI/CD8
Prompt Engineering8
DNS8
NLP7
Computer Vision6
Fine-tuning6
Tool Use6
TCP/IP6
A/B Testing5
Edge AI5
Function Calling5
Motion Planning4
Post-training4
Recommender Systems4
Reward Modeling4
Text-to-Speech4
World Models4
KV Cache3
RLAIF3
RLHF3
Context Engineering2
Synthetic Data2
Time Series Forecasting2
OCR2
AIOps2
Behavior Tree1
Contrastive Learning1
Embodied AI1
Hybrid Search1
IAM1
Imitation Learning1
Incident Management1

And 10 more, each named in fewer postings.

What does each Tencent team work with?

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

AI/ML

34 postings
LLM14
PyTorch11
Python10
Model Context Protocol4
C++3
VLM3

Early Careers

27 postings
Python13
C++6
SQL5
Tableau5
Power BI4
PyTorch4

DevOps

13 postings
KVM5
Xen5
Linux4
Python4
AWS3
Azure3

Data Science

13 postings
Python10
Java9
Flink7
Spark6
Scala5
C++4

Product

13 postings
AWS3
Azure2
GCP2

Games

12 postings
3ds Max4
C++4
Maya4
Unreal Engine4
Unity3
Blender2

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How is the Tencent 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
PoC LibrarySep 2026
OCRSep 2026
Time Series ForecastingSep 2026
OpenAIAug 2026
LookerAug 2026
Amazon EKSAug 2026
KV CacheAug 2026
ZBrushAug 2026
Rising
Multimodal AI0% → 12%
PyTorch4% → 14%
LLM12% → 21%
Diffusion Models4% → 12%
Pre-training0% → 8%
RAG0% → 8%
Model Context Protocol0% → 7%
SFT0% → 6%
Falling
C++35% → 12%
Unreal Engine15% → 2%
SQL19% → 10%
Kubernetes15% → 6%
CI/CD12% → 4%
Docker12% → 5%
GCP12% → 6%
Unity8% → 2%

How modern is the Tencent stack?

Cutting-edge AI adopter 81/100

Tencent scores 81 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 Tencent stack in its industry?

Share of the 578 companies in the same industries, whose stack Alion knows, that use each technology.

Python61%
LLM34%
C++22%
PyTorch16%
Java38%
Linux42%
AWS49%
SQL57%
Flink10%
Azure35%

What sets Tencent apart

TensorFlow C++3%
Midjourney3%
HBase2%
JAX3%
VLM2%

Questions about the Tencent tech stack

What programming languages does Tencent use?

The languages named in Tencent job postings are Python (38%), C++ (17%), Java (13%), SQL (11%), Scala (4%), as a share of the 161 postings of the last 12 months.

Does Tencent use PyTorch?

Yes. PyTorch is named in 22 of 161 job postings (14%) and required in 17 of them.

What cloud and platforms does Tencent use?

The cloud and platforms named in Tencent job postings are Linux (19), AWS (18), Azure (13) (postings in brackets).

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

AI/ML postings at Tencent most often require LLM (14), PyTorch (11), Python (10), Model Context Protocol (4), out of 34 postings in the last 12 months.

Is the Tencent tech stack changing?

Yes. PoC Library, OCR, Time Series Forecasting, OpenAI first appeared in Tencent job postings in the last six months.

How modern is the Tencent tech stack?

Tencent scores 81 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 Tencent tech stack?

Alion reads every job posting Tencent publishes and tags the technologies each one names. The figures on this page count the 161 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, "Tencent tech stack: 181 technologies from 161 job postings", as of Sep 27, 2026. https://alion.io/company/tencent/technologies

Licence: CC BY-SA 4.0JSON