Predictive Analytics
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 24 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 Apr 2024
Same period 2023 Same period 2022
Rank 807 826 874
Rank change year-on-year +19 +48 -88
Permanent jobs citing Predictive Analytics 87 159 338
As % of all permanent jobs advertised in the UK 0.089% 0.15% 0.22%
As % of the Processes & Methodologies category 0.10% 0.16% 0.23%
Number of salaries quoted 71 71 98
10th Percentile £27,250 £37,885 £40,838
25th Percentile £45,000 £50,492 £48,250
Median annual salary (50th Percentile) £55,000 £62,500 £55,000
Median % change year-on-year -12.00% +13.64% -18.52%
75th Percentile £79,044 £75,000 £80,938
90th Percentile £85,000 £96,250 £93,250
UK excluding London median annual salary £51,528 £62,500 £53,750
% change year-on-year -17.56% +16.28% -12.60%

All Process and Methodology Skills
UK

Predictive Analytics 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 84,343 100,922 147,129
As % of all permanent jobs advertised in the UK 86.11% 95.64% 95.57%
Number of salaries quoted 59,769 59,097 83,311
10th Percentile £29,000 £34,000 £33,488
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%

Predictive Analytics
Job Vacancy Trend

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

Job vacancy trend for Predictive Analytics in the UK

Predictive Analytics
Salary Trend

3-month moving average salary quoted in jobs citing Predictive Analytics.

Salary trend for Predictive Analytics in the UK

Predictive Analytics
Salary Histogram

Salary distribution for jobs citing Predictive Analytics over the 6 months to 24 April 2024.

Salary histogram for Predictive Analytics in the UK

Predictive Analytics
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the UK over the 6 months to 24 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 +67 84 £55,000 -15.38% 51
UK excluding London -24 44 £51,528 -17.56% 24
London +146 43 £56,250 -13.46% 28
Work from Home +86 40 £75,000 +20.00% 19
North of England +34 17 £39,111 -39.13% 5
South West -7 12 £57,500 - 3
Yorkshire +91 11 £51,528 -3.69% 1
South East +4 8 £54,500 -12.80% 8
North West +12 6 £23,000 -71.25% 2
West Midlands +29 3 £23,000 -54.00% 2
Midlands -5 3 £23,000 -67.14% 2
Scotland -59 2 £51,528 +28.46%
East of England +27 1 £43,000 -21.82% 4
Wales +4 1 £65,766 - 1

Predictive Analytics
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 15 (17.24%) SAS
2 5 (5.75%) Apache Spark
3 2 (2.30%) Kinematics
Applications
1 2 (2.30%) Microsoft Excel
Business Applications
1 2 (2.30%) Salesforce CRM
Cloud Services
1 19 (21.84%) Azure
2 14 (16.09%) Power Platform
3 9 (10.34%) Azure DevOps
4 7 (8.05%) GCP
4 7 (8.05%) GitHub
5 6 (6.90%) Vertex AI
6 5 (5.75%) AWS
6 5 (5.75%) Azure Machine Learning
7 4 (4.60%) Azure Data Factory
7 4 (4.60%) SaaS
8 3 (3.45%) AWS CodeCommit
8 3 (3.45%) Fivetran
9 2 (2.30%) IaaS
9 2 (2.30%) PaaS
9 2 (2.30%) WhatsApp
10 1 (1.15%) Azure Synapse Analytics
Communications & Networking
1 2 (2.30%) Internet
1 2 (2.30%) RFID
Database & Business Intelligence
1 20 (22.99%) Data Mining
2 14 (16.09%) Power BI
3 13 (14.94%) Big Data
3 13 (14.94%) BusinessObjects
4 10 (11.49%) SQL Server
5 9 (10.34%) Text Mining
6 7 (8.05%) Tableau
7 6 (6.90%) Data Warehouse
7 6 (6.90%) MongoDB
7 6 (6.90%) NoSQL
8 4 (4.60%) OLAP
8 4 (4.60%) OLAP Cube
8 4 (4.60%) Oracle OLAP
8 4 (4.60%) Oracle Reports
9 3 (3.45%) Data Vault
9 3 (3.45%) Delta Lake
9 3 (3.45%) Star Schema
10 1 (1.15%) Data Lake
10 1 (1.15%) Geospatial Data
10 1 (1.15%) Hadoop
Development Applications
1 6 (6.90%) Git
General
1 29 (33.33%) Analytical Skills
1 29 (33.33%) Finance
2 28 (32.18%) Social Skills
3 12 (13.79%) Retail
4 7 (8.05%) Public Sector
5 6 (6.90%) Banking
5 6 (6.90%) Inclusion and Diversity
5 6 (6.90%) Legal
6 4 (4.60%) Manufacturing
7 3 (3.45%) Electronics
7 3 (3.45%) Marketing
8 2 (2.30%) Agriculture
8 2 (2.30%) Local Government
8 2 (2.30%) Publishing
8 2 (2.30%) Social Housing
Job Titles
1 23 (26.44%) Data Scientist
2 19 (21.84%) Analyst
3 14 (16.09%) Senior
4 11 (12.64%) Consultant
5 10 (11.49%) Developer
6 8 (9.20%) Business Intelligence Analyst
7 7 (8.05%) Analytics Consultant
7 7 (8.05%) Data Consultant
7 7 (8.05%) Data Engineer
7 7 (8.05%) Junior
7 7 (8.05%) Lead
7 7 (8.05%) Principal Consultant
7 7 (8.05%) Senior Analyst
8 6 (6.90%) .NET Developer
8 6 (6.90%) Junior Analyst
8 6 (6.90%) Senior Developer
9 5 (5.75%) Azure Developer
9 5 (5.75%) Customer Engineer
9 5 (5.75%) Machine Learning Developer
9 5 (5.75%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 7 (8.05%) .NET
2 6 (6.90%) .NET Core
2 6 (6.90%) AngularJS
3 5 (5.75%) PySpark
3 5 (5.75%) React
3 5 (5.75%) Svelte
3 5 (5.75%) Vue
4 3 (3.45%) NumPy
4 3 (3.45%) Pandas
5 2 (2.30%) WPF
6 1 (1.15%) .NET Framework
6 1 (1.15%) Kafka
6 1 (1.15%) Ruby on Rails
Miscellaneous
1 10 (11.49%) Management Information System
2 5 (5.75%) Product Ownership
3 4 (4.60%) Algorithms
4 3 (3.45%) Analytical Mindset
4 3 (3.45%) Credit Risk
5 2 (2.30%) Data Structures
5 2 (2.30%) GNSS
5 2 (2.30%) Hybrid Cloud
5 2 (2.30%) IoT
5 2 (2.30%) Mainframe
5 2 (2.30%) New Media
5 2 (2.30%) Renewable Energy
5 2 (2.30%) Team-Oriented Environment
6 1 (1.15%) Blockchain
6 1 (1.15%) Distributed Computing
6 1 (1.15%) Genomics
6 1 (1.15%) Industry 4.0
6 1 (1.15%) Life Science
6 1 (1.15%) Operational Technology
6 1 (1.15%) Taxonomies
Processes & Methodologies
1 87 (100.00%) Analytics
2 43 (49.43%) Machine Learning
3 33 (37.93%) Data Science
4 31 (35.63%) Business Intelligence
5 29 (33.33%) Visualisation
6 26 (29.89%) Data Modelling
7 21 (24.14%) Decision-Making
8 20 (22.99%) Agile
9 19 (21.84%) Artificial Intelligence
9 19 (21.84%) Mentoring
10 18 (20.69%) Problem-Solving
11 16 (18.39%) Data Analysis
11 16 (18.39%) Data Visualisation
11 16 (18.39%) ETL
12 14 (16.09%) CI/CD
12 14 (16.09%) DevOps
13 13 (14.94%) Coaching
14 12 (13.79%) Data Engineering
14 12 (13.79%) Project Management
15 10 (11.49%) Statistics
Programming Languages
1 49 (56.32%) Python
2 39 (44.83%) SQL
3 28 (32.18%) R
4 8 (9.20%) JavaScript
4 8 (9.20%) VBA
5 4 (4.60%) C#
6 3 (3.45%) C
6 3 (3.45%) C++
6 3 (3.45%) Data Analysis Expressions
7 2 (2.30%) Java
7 2 (2.30%) XAML
8 1 (1.15%) Ruby
Qualifications
1 28 (32.18%) Degree
2 2 (2.30%) Computer Science Degree
2 2 (2.30%) DV Cleared
2 2 (2.30%) Master's Degree
2 2 (2.30%) Security Cleared
3 1 (1.15%) PhD
Quality Assurance & Compliance
1 6 (6.90%) QA
2 3 (3.45%) CRD IV
2 3 (3.45%) Data Quality
3 2 (2.30%) PMO
4 1 (1.15%) ISO/IEC 27001
System Software
1 7 (8.05%) Docker
2 2 (2.30%) Firmware
Systems Management
1 6 (6.90%) Kubernetes
Vendors
1 15 (17.24%) Microsoft
2 10 (11.49%) Databricks
3 9 (10.34%) Salesforce
4 7 (8.05%) F5
4 7 (8.05%) Google
5 6 (6.90%) YouTube
6 5 (5.75%) SAP
7 4 (4.60%) Cognos
7 4 (4.60%) IBM
7 4 (4.60%) Oracle
8 1 (1.15%) ESRI