Large Language Model (LLM)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for LLM skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited LLM over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 729 940 -
Rank change year-on-year +211 - -
Permanent jobs citing LLM 180 7 0
As % of all permanent jobs advertised in the UK 0.17% 0.007% -
As % of the Processes & Methodologies category 0.20% 0.008% -
Number of salaries quoted 101 5 0
10th Percentile £46,306 £57,750 -
25th Percentile £51,250 £82,500 -
Median annual salary (50th Percentile) £75,000 £85,000 -
Median % change year-on-year -11.76% - -
75th Percentile £95,000 £95,000 -
90th Percentile £120,000 £111,500 -
UK excluding London median annual salary £70,576 £66,250 -
% change year-on-year +6.53% - -

All Process and Methodology Skills
UK

LLM is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 87,829 90,354 161,874
As % of all permanent jobs advertised in the UK 83.68% 95.46% 95.93%
Number of salaries quoted 61,251 54,292 82,971
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

LLM
Job Vacancy Trend

Job postings citing LLM as a proportion of all IT jobs advertised.

Job vacancy trend for LLM in the UK

LLM
Salary Trend

3-month moving average salary quoted in jobs citing LLM.

Salary trend for LLM in the UK

LLM
Salary Histogram

Salary distribution for jobs citing LLM over the 6 months to 1 June 2024.

Salary histogram for LLM in the UK

LLM
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing LLM within the UK over the 6 months to 1 June 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +165 136 £80,000 -5.88% 122
UK excluding London +49 85 £70,576 +6.53% 26
London +187 76 £87,500 +2.94% 97
Work from Home +95 52 £70,576 -31.15% 42
Scotland - 28 £70,576 -
South West -6 21 £57,500 -36.11% 2
South East +10 18 £65,000 - 15
North of England +49 17 £77,788 +83.03% 6
North West +4 9 - - 5
Yorkshire - 8 £77,788 -
Midlands - 1 £75,000 -
West Midlands - 1 £75,000 -

LLM
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (4.44%) Apache Spark
2 6 (3.33%) SAS
3 2 (1.11%) Apache Airflow
Cloud Services
1 60 (33.33%) Azure
2 59 (32.78%) AWS
3 34 (18.89%) GCP
4 16 (8.89%) Power Platform
5 12 (6.67%) GitHub
6 11 (6.11%) Azure DevOps
6 11 (6.11%) Cloud Computing
7 10 (5.56%) Amazon SageMaker
8 9 (5.00%) Azure Machine Learning
9 7 (3.89%) ChatGPT
9 7 (3.89%) SaaS
10 6 (3.33%) Azure Data Factory
10 6 (3.33%) PowerApps
11 5 (2.78%) Amazon ECS
11 5 (2.78%) Azure Functions
11 5 (2.78%) Serverless
12 3 (1.67%) Amazon S3
12 3 (1.67%) Amazon SQS
12 3 (1.67%) Azure Cognitive Services
12 3 (1.67%) WhatsApp
Database & Business Intelligence
1 16 (8.89%) NoSQL
2 12 (6.67%) Elasticsearch
3 10 (5.56%) Big Data
4 9 (5.00%) MongoDB
4 9 (5.00%) Power BI
5 8 (4.44%) SQL Server
5 8 (4.44%) Tableau
6 5 (2.78%) PostgreSQL
7 4 (2.22%) DTS
7 4 (2.22%) Text Mining
8 3 (1.67%) Amazon RDS
8 3 (1.67%) Hadoop
9 2 (1.11%) Data Mining
9 2 (1.11%) Neo4j
10 1 (0.56%) MySQL
10 1 (0.56%) Relational Database
Development Applications
1 9 (5.00%) Git
2 5 (2.78%) Visual Studio Code
3 2 (1.11%) Jenkins
3 2 (1.11%) JUnit
3 2 (1.11%) MLflow
3 2 (1.11%) Team Foundation Server
4 1 (0.56%) CircleCI
4 1 (0.56%) Cucumber
4 1 (0.56%) JIRA
4 1 (0.56%) Selenium
4 1 (0.56%) Visual Studio
General
1 54 (30.00%) Finance
2 38 (21.11%) Social Skills
3 31 (17.22%) Law
4 29 (16.11%) Inclusion and Diversity
5 26 (14.44%) Banking
6 20 (11.11%) Marketing
7 14 (7.78%) Legal
8 9 (5.00%) Analytical Skills
9 7 (3.89%) Investment Banking
10 5 (2.78%) Games
11 4 (2.22%) Manufacturing
11 4 (2.22%) Organisational Skills
12 3 (1.67%) Advertising
13 1 (0.56%) Financial Institution
13 1 (0.56%) Health Technology
13 1 (0.56%) Presentation Skills
13 1 (0.56%) Public Sector
13 1 (0.56%) Publishing
13 1 (0.56%) Retail
Job Titles
1 67 (37.22%) Senior
2 42 (23.33%) Data Scientist
3 35 (19.44%) Senior Data Scientist
4 30 (16.67%) Developer
5 22 (12.22%) Lead
6 20 (11.11%) Architect
7 17 (9.44%) Software Engineer
8 16 (8.89%) Artificial Intelligence Engineer
9 15 (8.33%) Lead Data Scientist
10 14 (7.78%) Python Engineer
10 14 (7.78%) Senior Developer
11 12 (6.67%) Cloud Architect
11 12 (6.67%) Cloud Solutions Architect
11 12 (6.67%) Machine Learning Engineer
11 12 (6.67%) Principal Architect
11 12 (6.67%) Principal Solutions Architect
12 10 (5.56%) Full Stack Developer
13 8 (4.44%) Audit Manager
13 8 (4.44%) Senior Manager
13 8 (4.44%) Technical Architect
Libraries, Frameworks & Software Standards
1 40 (22.22%) PyTorch
2 32 (17.78%) TensorFlow
3 31 (17.22%) Pandas
4 28 (15.56%) .NET
5 21 (11.67%) React
6 18 (10.00%) XGBoost
7 17 (9.44%) SpaCy
8 16 (8.89%) Kafka
9 15 (8.33%) Flask
10 13 (7.22%) Keras
11 12 (6.67%) Apache Beam
11 12 (6.67%) NumPy
12 10 (5.56%) AngularJS
13 9 (5.00%) LangChain
14 8 (4.44%) Hugging Face
14 8 (4.44%) REST
15 7 (3.89%) .NET Core
15 7 (3.89%) FastAPI
15 7 (3.89%) Vue
16 6 (3.33%) Svelte
Miscellaneous
1 36 (20.00%) Algorithms
2 34 (18.89%) Data Structures
3 19 (10.56%) Cloud Native
4 9 (5.00%) Greenfield Project
5 7 (3.89%) Distributed Computing
6 6 (3.33%) Credit Risk
6 6 (3.33%) Data Centre
6 6 (3.33%) Management Information System
6 6 (3.33%) Market Risk
6 6 (3.33%) Onboarding
7 4 (2.22%) Distributed Systems
8 3 (1.67%) Blog
8 3 (1.67%) Self-Motivation
8 3 (1.67%) Social Media
9 2 (1.11%) Cybercrime
9 2 (1.11%) FPGA
9 2 (1.11%) Molecular Biology
9 2 (1.11%) Social Network
9 2 (1.11%) Verilog
9 2 (1.11%) VHDL
Operating Systems
1 5 (2.78%) Linux
Processes & Methodologies
1 161 (89.44%) Artificial Intelligence
2 138 (76.67%) Machine Learning
3 86 (47.78%) Data Science
4 78 (43.33%) Natural Language Processing
5 64 (35.56%) Generative AI
6 55 (30.56%) Agile
7 54 (30.00%) Analytics
8 52 (28.89%) Computer Science
9 51 (28.33%) Software Engineering
10 50 (27.78%) Deep Learning
11 35 (19.44%) Decision Tree
11 35 (19.44%) Problem-Solving
12 34 (18.89%) Data Pipeline
13 33 (18.33%) Statistics
14 32 (17.78%) Mathematics
15 31 (17.22%) MLOps
16 30 (16.67%) Use Case
17 28 (15.56%) CI/CD
17 28 (15.56%) Random Forest
18 26 (14.44%) Statistical Modelling
Programming Languages
1 117 (65.00%) Python
2 64 (35.56%) SQL
3 24 (13.33%) Java
4 15 (8.33%) JavaScript
5 13 (7.22%) TypeScript
6 12 (6.67%) R
7 8 (4.44%) C#
8 7 (3.89%) C++
9 5 (2.78%) C
9 5 (2.78%) Go
9 5 (2.78%) T-SQL
10 2 (1.11%) Kusto Query Language
10 2 (1.11%) PowerShell
10 2 (1.11%) Rust
Qualifications
1 71 (39.44%) Degree
2 28 (15.56%) Master's Degree
3 24 (13.33%) PhD
4 14 (7.78%) Computer Science Degree
5 2 (1.11%) AWS Certification
5 2 (1.11%) AWS Certified Cloud Practitioner
5 2 (1.11%) AWS Certified DevOps Engineer
5 2 (1.11%) AWS Certified Solutions Architect
5 2 (1.11%) Azure Certification
6 1 (0.56%) MCP
6 1 (0.56%) Microsoft Certification
Quality Assurance & Compliance
1 2 (1.11%) Data Quality
2 1 (0.56%) Accessibility
2 1 (0.56%) ISO/IEC 27001
System Software
1 14 (7.78%) Docker
Systems Management
1 23 (12.78%) Kubernetes
2 2 (1.11%) Kubeflow
Vendors
1 25 (13.89%) Microsoft
2 19 (10.56%) OpenAI
3 12 (6.67%) Databricks
4 6 (3.33%) Alteryx
4 6 (3.33%) Google
4 6 (3.33%) Pega
4 6 (3.33%) UiPath
5 4 (2.22%) Dell
6 2 (1.11%) Sage