Skill Intelligence
UK AI Skills Demand
Which skills are UK AI employers actually hiring for right now? Ranked by job posting frequency, derived from live NLP analysis of job descriptions.
30 skills live·3-gate NLP extraction·flashtext → BM25 → SBERT
UK AI Skill Ecosystem
How in-demand skills connect and co-occur in job postings
CorePrimarySecondary
Top 30 Most In-Demand Skills
Live · ranked by job posting frequency this week
Full Top 30 Ranking
1
Python114
2
SQL111
3
Docker19
4
PyTorch18
5
REST API14
6
NumPy13
7
LangChain13
8
scikit-learn13
9
Pandas9
10
Matplotlib9
11
Azure8
12
AWS5
13
Multi-agent systems5
14
LLM3
15
Java3
16
Microsoft Copilot3
17
Artificial Intelligence3
18
C++2
19
NLP2
20
RAG2
21
SEO2
22
dbt2
23
Rust2
24
MLOps2
25
DevOps2
26
Airflow2
27
Databricks2
28
Apache Spark2
29
Cortex Search2
30
Computer Vision2
Rising Skills
Growing in demand week-over-week
01PyTorch↑
02REST API↑
03scikit-learn↑
04NumPy↑
05LangChain↑
06Matplotlib↑
07Pandas↑
08Azure↑
09Multi-agent systems↑
10LLM↑
11Microsoft Copilot↑
12C++↑
Cooling Skills
Losing frequency in job postings
01Airflow↓
02NLP↓
03dbt↓
04Apache Spark↓
Top Skill Per Role
Most commonly required skills by job function
ML Engineer
PyTorch
Python, Docker
Data Scientist
Python
Pandas, SQL, Seaborn
MLOps Engineer
Kubernetes
Docker, Airflow
NLP / LLM Eng
LangChain
HuggingFace, FAISS
Data Engineer
Spark
SQL, Databricks
AI Researcher
PyTorch
JAX, CUDA, arXiv