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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 797 818 882
Rank change year-on-year +21 +64 -80
Permanent jobs citing Predictive Analytics 93 159 373
As % of all permanent jobs advertised in the UK 0.093% 0.16% 0.23%
As % of the Processes & Methodologies category 0.11% 0.17% 0.24%
Number of salaries quoted 77 75 97
10th Percentile £32,274 £41,250 £40,908
25th Percentile £46,250 £50,984 £47,500
Median annual salary (50th Percentile) £55,000 £65,000 £57,500
Median % change year-on-year -15.38% +13.04% -14.81%
75th Percentile £78,088 £77,500 £87,500
90th Percentile £85,000 £95,000 £95,000
UK excluding London median annual salary £54,500 £62,500 £55,000
% change year-on-year -12.80% +13.64% -

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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +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%

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 18 May 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 18 May 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 +43 89 £55,000 -15.38% 61
UK excluding London -66 49 £54,500 -12.80% 37
London +97 44 £57,500 -17.86% 27
Work from Home +58 42 £75,000 +20.00% 24
North of England +37 16 £40,000 -25.23% 8
South West -19 13 £57,500 - 5
South East -13 11 £54,500 -12.80% 13
Yorkshire +85 10 £63,807 +19.26%
North West +8 6 £23,000 - 4
West Midlands +11 4 £41,500 -17.00% 4
Midlands -15 4 £41,500 -39.64% 6
Wales +3 2 £65,766 - 1
Scotland -64 2 £51,528 +28.46%
East of England +3 1 £43,000 - 4

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 (16.13%) SAS
2 5 (5.38%) Apache Spark
2 5 (5.38%) Kinematics
Applications
1 2 (2.15%) Microsoft Excel
Business Applications
1 2 (2.15%) Salesforce CRM
Cloud Services
1 21 (22.58%) Azure
2 15 (16.13%) Power Platform
3 10 (10.75%) Azure DevOps
4 8 (8.60%) GitHub
5 7 (7.53%) GCP
5 7 (7.53%) SaaS
6 6 (6.45%) Azure Machine Learning
6 6 (6.45%) Vertex AI
7 5 (5.38%) AWS
8 4 (4.30%) Azure Data Factory
9 3 (3.23%) AWS CodeCommit
9 3 (3.23%) Fivetran
10 2 (2.15%) IaaS
10 2 (2.15%) PaaS
10 2 (2.15%) WhatsApp
11 1 (1.08%) Azure Synapse Analytics
Communications & Networking
1 5 (5.38%) Internet
1 5 (5.38%) RFID
Database & Business Intelligence
1 20 (21.51%) Data Mining
2 17 (18.28%) Big Data
3 15 (16.13%) Power BI
4 13 (13.98%) BusinessObjects
5 12 (12.90%) SQL Server
6 9 (9.68%) Text Mining
7 7 (7.53%) Data Warehouse
7 7 (7.53%) MongoDB
7 7 (7.53%) NoSQL
7 7 (7.53%) Tableau
8 4 (4.30%) OLAP
8 4 (4.30%) OLAP Cube
8 4 (4.30%) Oracle OLAP
8 4 (4.30%) Oracle Reports
9 3 (3.23%) Data Vault
9 3 (3.23%) Delta Lake
9 3 (3.23%) Star Schema
10 2 (2.15%) Relational Database
11 1 (1.08%) Data Lake
11 1 (1.08%) Geospatial Data
Development Applications
1 6 (6.45%) Git
General
1 29 (31.18%) Analytical Skills
1 29 (31.18%) Finance
1 29 (31.18%) Social Skills
2 12 (12.90%) Retail
3 8 (8.60%) Public Sector
4 6 (6.45%) Banking
4 6 (6.45%) Inclusion and Diversity
4 6 (6.45%) Legal
5 5 (5.38%) Electronics
6 4 (4.30%) Manufacturing
7 3 (3.23%) Marketing
8 2 (2.15%) Agriculture
8 2 (2.15%) Local Government
8 2 (2.15%) Publishing
8 2 (2.15%) Social Housing
Job Titles
1 23 (24.73%) Data Scientist
2 19 (20.43%) Analyst
3 16 (17.20%) Senior
4 12 (12.90%) Developer
5 11 (11.83%) Consultant
6 8 (8.60%) Business Intelligence Analyst
6 8 (8.60%) Data Engineer
6 8 (8.60%) Senior Developer
7 7 (7.53%) .NET Developer
7 7 (7.53%) Analytics Consultant
7 7 (7.53%) Data Consultant
7 7 (7.53%) Junior
7 7 (7.53%) Lead
7 7 (7.53%) Principal Consultant
7 7 (7.53%) Senior Analyst
8 6 (6.45%) Azure Developer
8 6 (6.45%) Junior Analyst
8 6 (6.45%) Machine Learning Developer
8 6 (6.45%) Senior .NET Developer
9 5 (5.38%) Systems Engineer
Libraries, Frameworks & Software Standards
1 8 (8.60%) .NET
2 7 (7.53%) .NET Core
2 7 (7.53%) AngularJS
3 6 (6.45%) PySpark
3 6 (6.45%) React
3 6 (6.45%) Svelte
3 6 (6.45%) Vue
4 5 (5.38%) WPF
5 3 (3.23%) NumPy
5 3 (3.23%) Pandas
6 1 (1.08%) .NET Framework
6 1 (1.08%) Kafka
6 1 (1.08%) Ruby on Rails
Miscellaneous
1 10 (10.75%) Management Information System
2 5 (5.38%) GNSS
2 5 (5.38%) IoT
2 5 (5.38%) Product Ownership
3 4 (4.30%) Algorithms
4 3 (3.23%) Analytical Mindset
4 3 (3.23%) Credit Risk
5 2 (2.15%) Data Structures
5 2 (2.15%) Genomics
5 2 (2.15%) Hybrid Cloud
5 2 (2.15%) Life Science
5 2 (2.15%) Mainframe
5 2 (2.15%) New Media
5 2 (2.15%) NHS
5 2 (2.15%) Renewable Energy
5 2 (2.15%) Team-Oriented Environment
6 1 (1.08%) Blockchain
6 1 (1.08%) Distributed Computing
6 1 (1.08%) Industry 4.0
6 1 (1.08%) Taxonomies
Processes & Methodologies
1 93 (100.00%) Analytics
2 47 (50.54%) Machine Learning
3 34 (36.56%) Data Science
4 32 (34.41%) Business Intelligence
5 31 (33.33%) Visualisation
6 27 (29.03%) Data Modelling
7 24 (25.81%) Artificial Intelligence
8 22 (23.66%) Decision-Making
9 20 (21.51%) Agile
9 20 (21.51%) Mentoring
9 20 (21.51%) Problem-Solving
10 18 (19.35%) Data Visualisation
11 16 (17.20%) Data Analysis
11 16 (17.20%) ETL
11 16 (17.20%) Project Management
12 15 (16.13%) CI/CD
12 15 (16.13%) DevOps
13 13 (13.98%) Coaching
13 13 (13.98%) Data Engineering
14 11 (11.83%) Validation
Programming Languages
1 49 (52.69%) Python
2 41 (44.09%) SQL
3 28 (30.11%) R
4 9 (9.68%) JavaScript
5 8 (8.60%) VBA
6 7 (7.53%) C#
7 6 (6.45%) C
8 5 (5.38%) C++
8 5 (5.38%) XAML
9 3 (3.23%) Data Analysis Expressions
10 2 (2.15%) Java
11 1 (1.08%) Ruby
Qualifications
1 32 (34.41%) Degree
2 3 (3.23%) Computer Science Degree
2 3 (3.23%) Master's Degree
3 2 (2.15%) DV Cleared
3 2 (2.15%) Security Cleared
4 1 (1.08%) PhD
Quality Assurance & Compliance
1 9 (9.68%) QA
2 3 (3.23%) CRD IV
2 3 (3.23%) Data Quality
3 2 (2.15%) PMO
4 1 (1.08%) ISO/IEC 27001
System Software
1 8 (8.60%) Docker
2 5 (5.38%) Firmware
Systems Management
1 7 (7.53%) Kubernetes
Vendors
1 17 (18.28%) Microsoft
2 10 (10.75%) Databricks
3 9 (9.68%) Salesforce
4 7 (7.53%) F5
4 7 (7.53%) Google
5 6 (6.45%) YouTube
6 5 (5.38%) Oracle
6 5 (5.38%) SAP
7 4 (4.30%) Cognos
7 4 (4.30%) IBM
8 1 (1.08%) ESRI