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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 718 965 -
Rank change year-on-year +247 - -
Permanent jobs citing LLM 178 5 0
As % of all permanent jobs advertised in the UK 0.18% 0.005% -
As % of the Processes & Methodologies category 0.21% 0.005% -
Number of salaries quoted 102 3 0
10th Percentile £46,306 - -
25th Percentile £51,875 £82,500 -
Median annual salary (50th Percentile) £70,576 £85,000 -
Median % change year-on-year -16.97% - -
75th Percentile £96,539 £105,000 -
90th Percentile £122,250 £115,500 -
UK excluding London median annual salary £70,576 - -

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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £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 27 April 2024.

Salary histogram for LLM in the UK

LLM
Top 14 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 27 April 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 +242 134 £75,000 -11.76% 149
UK excluding London +96 84 £70,576 - 37
London +204 75 £82,500 -2.94% 103
Work from Home +144 53 £70,576 -38.63% 70
Scotland - 28 £70,576 - 1
South West - 20 £57,500 - 3
South East +46 17 £65,000 - 20
North of England - 16 £77,788 - 7
Yorkshire - 8 £77,788 -
North West - 8 - - 5
Midlands - 2 £70,000 - 1
East Midlands - 1 £65,000 - 1
West Midlands - 1 £75,000 -
East of England - 1 £95,000 - 7

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 7 (3.93%) Apache Spark
2 6 (3.37%) SAS
3 3 (1.69%) Apache Airflow
4 1 (0.56%) Confluence
4 1 (0.56%) Drupal
Applications
1 1 (0.56%) Chatbot
Cloud Services
1 62 (34.83%) AWS
2 59 (33.15%) Azure
3 38 (21.35%) GCP
4 16 (8.99%) Power Platform
5 12 (6.74%) GitHub
6 10 (5.62%) Azure DevOps
6 10 (5.62%) Cloud Computing
7 9 (5.06%) Amazon SageMaker
7 9 (5.06%) Azure Machine Learning
8 7 (3.93%) SaaS
9 6 (3.37%) Azure Data Factory
9 6 (3.37%) ChatGPT
9 6 (3.37%) PowerApps
9 6 (3.37%) Serverless
10 5 (2.81%) Azure Functions
11 2 (1.12%) Amazon ECS
11 2 (1.12%) Amazon S3
11 2 (1.12%) Amazon SQS
11 2 (1.12%) Azure Cognitive Services
11 2 (1.12%) WhatsApp
Database & Business Intelligence
1 15 (8.43%) NoSQL
2 12 (6.74%) Elasticsearch
3 10 (5.62%) Big Data
4 9 (5.06%) MongoDB
4 9 (5.06%) Power BI
5 8 (4.49%) Tableau
6 6 (3.37%) SQL Server
6 6 (3.37%) Text Mining
7 4 (2.25%) Data Mining
7 4 (2.25%) DTS
7 4 (2.25%) PostgreSQL
8 2 (1.12%) Amazon RDS
8 2 (1.12%) Hadoop
8 2 (1.12%) MySQL
8 2 (1.12%) Neo4j
9 1 (0.56%) Apache Hive
9 1 (0.56%) Metadata
9 1 (0.56%) Redis
Development Applications
1 10 (5.62%) Git
2 5 (2.81%) Visual Studio Code
3 2 (1.12%) Jenkins
3 2 (1.12%) JIRA
3 2 (1.12%) JUnit
3 2 (1.12%) MLflow
3 2 (1.12%) Team Foundation Server
4 1 (0.56%) CircleCI
4 1 (0.56%) Cucumber
4 1 (0.56%) Selenium
4 1 (0.56%) Visual Studio
General
1 56 (31.46%) Finance
2 36 (20.22%) Social Skills
3 28 (15.73%) Inclusion and Diversity
4 26 (14.61%) Law
5 25 (14.04%) Banking
6 20 (11.24%) Marketing
7 11 (6.18%) Analytical Skills
8 10 (5.62%) Legal
9 6 (3.37%) Investment Banking
10 5 (2.81%) Games
11 4 (2.25%) Manufacturing
12 3 (1.69%) Advertising
12 3 (1.69%) Organisational Skills
13 1 (0.56%) Financial Institution
13 1 (0.56%) Presentation Skills
13 1 (0.56%) Public Sector
13 1 (0.56%) Retail
Job Titles
1 65 (36.52%) Senior
2 45 (25.28%) Data Scientist
3 37 (20.79%) Senior Data Scientist
4 31 (17.42%) Developer
5 24 (13.48%) Lead
6 20 (11.24%) Architect
7 18 (10.11%) Lead Data Scientist
8 17 (9.55%) Software Engineer
9 15 (8.43%) Machine Learning Engineer
10 14 (7.87%) Python Engineer
11 13 (7.30%) Artificial Intelligence Engineer
11 13 (7.30%) Senior Developer
12 12 (6.74%) Cloud Architect
12 12 (6.74%) Cloud Solutions Architect
12 12 (6.74%) Principal Architect
12 12 (6.74%) Principal Solutions Architect
13 11 (6.18%) Full Stack Developer
14 8 (4.49%) Audit Manager
14 8 (4.49%) Senior Manager
14 8 (4.49%) Technical Architect
Libraries, Frameworks & Software Standards
1 41 (23.03%) PyTorch
2 34 (19.10%) TensorFlow
3 32 (17.98%) Pandas
4 28 (15.73%) .NET
5 21 (11.80%) React
5 21 (11.80%) XGBoost
6 17 (9.55%) Flask
6 17 (9.55%) Kafka
6 17 (9.55%) SpaCy
7 13 (7.30%) Keras
7 13 (7.30%) NumPy
8 12 (6.74%) Apache Beam
9 10 (5.62%) REST
10 9 (5.06%) AngularJS
11 7 (3.93%) FastAPI
11 7 (3.93%) Hugging Face
11 7 (3.93%) LangChain
12 6 (3.37%) .NET Core
12 6 (3.37%) Django
12 6 (3.37%) Vue
Miscellaneous
1 34 (19.10%) Algorithms
1 34 (19.10%) Data Structures
2 18 (10.11%) Cloud Native
3 8 (4.49%) Greenfield Project
4 7 (3.93%) Distributed Computing
5 6 (3.37%) Credit Risk
5 6 (3.37%) Data Centre
5 6 (3.37%) Management Information System
5 6 (3.37%) Market Risk
5 6 (3.37%) Onboarding
6 4 (2.25%) Distributed Systems
7 3 (1.69%) Blog
7 3 (1.69%) Self-Motivation
7 3 (1.69%) Social Media
8 2 (1.12%) Cybercrime
8 2 (1.12%) FPGA
8 2 (1.12%) Molecular Biology
8 2 (1.12%) Social Network
8 2 (1.12%) Verilog
8 2 (1.12%) VHDL
Operating Systems
1 5 (2.81%) Linux
Processes & Methodologies
1 160 (89.89%) Artificial Intelligence
2 141 (79.21%) Machine Learning
3 86 (48.31%) Data Science
4 82 (46.07%) Natural Language Processing
5 68 (38.20%) Generative AI
6 56 (31.46%) Deep Learning
7 55 (30.90%) Agile
8 53 (29.78%) Analytics
8 53 (29.78%) Computer Science
9 48 (26.97%) Software Engineering
10 39 (21.91%) Decision Tree
11 37 (20.79%) Data Pipeline
11 37 (20.79%) Statistics
12 33 (18.54%) MLOps
12 33 (18.54%) Problem-Solving
13 31 (17.42%) Mathematics
13 31 (17.42%) Random Forest
14 30 (16.85%) Use Case
15 26 (14.61%) Statistical Modelling
16 25 (14.04%) CI/CD
Programming Languages
1 119 (66.85%) Python
2 65 (36.52%) SQL
3 23 (12.92%) Java
4 16 (8.99%) JavaScript
5 14 (7.87%) TypeScript
6 12 (6.74%) R
7 8 (4.49%) C#
8 6 (3.37%) C++
9 5 (2.81%) Go
9 5 (2.81%) T-SQL
10 4 (2.25%) C
11 2 (1.12%) Rust
12 1 (0.56%) Kusto Query Language
12 1 (0.56%) PHP
12 1 (0.56%) PowerShell
12 1 (0.56%) Scala
Qualifications
1 70 (39.33%) Degree
2 26 (14.61%) Master's Degree
3 25 (14.04%) PhD
4 12 (6.74%) Computer Science Degree
5 1 (0.56%) Azure Certification
5 1 (0.56%) CISM
5 1 (0.56%) CISSP
5 1 (0.56%) MCP
5 1 (0.56%) Microsoft Certification
Quality Assurance & Compliance
1 2 (1.12%) Data Quality
2 1 (0.56%) ISO/IEC 27001
2 1 (0.56%) QA
System Software
1 12 (6.74%) Docker
Systems Management
1 20 (11.24%) Kubernetes
2 2 (1.12%) Kubeflow
Vendors
1 24 (13.48%) Microsoft
2 19 (10.67%) OpenAI
3 12 (6.74%) Databricks
4 9 (5.06%) Google
5 6 (3.37%) Alteryx
5 6 (3.37%) Pega
5 6 (3.37%) UiPath
6 4 (2.25%) Dell
7 2 (1.12%) Sage
8 1 (0.56%) Apple
8 1 (0.56%) Facebook
8 1 (0.56%) IBM