Actionable Insight Contracts

Actionable Insights (or Actionable Intelligence, Actionable Recommendations)
UK

The table below provides summary statistics for contract job vacancies requiring Actionable Insight skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Actionable Insight over the 6 months leading up to 3 August 2025, comparing them to the same period in the previous two years.

6 months to
3 Aug 2025
Same period 2024 Same period 2023
Rank 168 289 460
Rank change year-on-year +121 +171 +52
Contract jobs citing Actionable Insight 549 299 215
As % of all contract jobs advertised in the UK 1.66% 0.77% 0.40%
As % of the Processes & Methodologies category 1.83% 0.90% 0.45%
Number of daily rates quoted 344 195 133
10th Percentile £287 £335 £330
25th Percentile £375 £393 £416
Median daily rate (50th Percentile) £475 £500 £525
Median % change year-on-year -5.00% -4.76% -2.78%
75th Percentile £575 £586 £638
90th Percentile £684 £700 £740
UK excluding London median daily rate £449 £500 £506
% change year-on-year -10.30% -1.23% -3.57%
Number of hourly rates quoted 17 12 7
10th Percentile £16.43 £21.78 £13.41
25th Percentile £22.84 £37.56 £17.04
Median hourly rate £31.64 £50.00 £41.50
Median % change year-on-year -36.72% +20.48% -3.49%
75th Percentile £47.50 £55.94 £85.00
90th Percentile £63.75 £58.75 £88.50
UK excluding London median hourly rate £23.00 £57.50 £13.37
% change year-on-year -60.00% +330.07% -44.29%

All Process and Methodology Skills
UK

Actionable Insight falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 29,981 33,385 47,687
As % of all contract IT jobs advertised in the UK 90.41% 85.53% 89.24%
Number of daily rates quoted 18,763 21,485 32,677
10th Percentile £300 £310 £320
25th Percentile £404 £413 £430
Median daily rate (50th Percentile) £500 £525 £550
Median % change year-on-year -4.76% -4.55% -
75th Percentile £625 £638 £650
90th Percentile £734 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,667 1,871 1,564
10th Percentile £14.17 £14.00 £14.25
25th Percentile £17.30 £18.14 £18.61
Median hourly rate £25.15 £40.33 £42.50
Median % change year-on-year -37.63% -5.12% +60.38%
75th Percentile £50.00 £65.00 £65.00
90th Percentile £68.00 £75.00 £77.00
UK excluding London median hourly rate £23.00 £40.94 £40.00
% change year-on-year -43.82% +2.35% +84.42%

Actionable Insight
Job Vacancy Trend

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

Job vacancy trend for Actionable Insight in the UK

Actionable Insight
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Actionable Insight.

Daily rate trend for Actionable Insight in the UK

Actionable Insight
Daily Rate Histogram

Daily rate distribution for jobs citing Actionable Insight over the 6 months to 3 August 2025.

Daily rate histogram for Actionable Insight in the UK

Actionable Insight
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Actionable Insight.

Hourly rate trend for Actionable Insight in the UK

Actionable Insight
Hourly Rate Histogram

Hourly rate distribution of jobs citing Actionable Insight over the 6 months to 3 August 2025.

Hourly rate histogram for Actionable Insight in the UK

Actionable Insight
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Actionable Insight within the UK over the 6 months to 3 August 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +140 489 £475 -5.00% 1,363
London +113 275 £512 +2.40% 908
UK excluding London +77 221 £449 -10.30% 569
Work from Home +80 170 £455 -4.21% 608
North of England +36 75 £420 -4.00% 172
South East +60 58 £425 -15.00% 200
Yorkshire +16 36 £438 -13.79% 63
North West +21 33 £425 - 99
Midlands -20 29 £388 -38.00% 73
West Midlands -20 21 £350 -43.96% 46
East of England +17 19 £525 +13.51% 35
South West +28 15 £494 -10.23% 37
Northern Ireland -5 11 £338 +1.89% 16
Scotland -11 11 £550 +10.00% 31
East Midlands +1 8 £447 +5.18% 27
North East 0 6 £200 -53.35% 11
Wales +11 3 £450 +18.42% 11

Actionable Insight
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 22 (4.01%) Apache Airflow
2 16 (2.91%) Confluence
2 16 (2.91%) SharePoint
3 13 (2.37%) Apache Spark
4 6 (1.09%) IBM Domino
5 5 (0.91%) SAS
6 4 (0.73%) Apache
7 3 (0.55%) WebLogic
8 2 (0.36%) CMS
8 2 (0.36%) Microsoft Exchange
9 1 (0.18%) IIS
9 1 (0.18%) Jupyter
9 1 (0.18%) R Markdown
Applications
1 81 (14.75%) Microsoft Excel
2 24 (4.37%) Microsoft Office
3 23 (4.19%) Microsoft PowerPoint
4 15 (2.73%) MS Visio
5 6 (1.09%) Oracle Smart View
6 4 (0.73%) Trello
7 2 (0.36%) SPSS
8 1 (0.18%) Chatbot
8 1 (0.18%) Maple
8 1 (0.18%) Microsoft Project
8 1 (0.18%) Spreadsheet
8 1 (0.18%) Stata
Business Applications
1 7 (1.28%) Endur
2 4 (0.73%) Salesforce CRM
2 4 (0.73%) SAP S/4HANA
3 3 (0.55%) Oracle Assets
3 3 (0.55%) Oracle Cash Management
3 3 (0.55%) Oracle EBS
3 3 (0.55%) Oracle General Ledger
3 3 (0.55%) Oracle Payables
3 3 (0.55%) Oracle Receivables
4 2 (0.36%) Magento
4 2 (0.36%) Shopify
5 1 (0.18%) Actimize
5 1 (0.18%) NEC Housing
5 1 (0.18%) Oracle ERP
5 1 (0.18%) Payment Gateway
5 1 (0.18%) SAP GRC
5 1 (0.18%) SAP GTS
5 1 (0.18%) Sprinklr
Cloud Services
1 154 (28.05%) Power Platform
2 88 (16.03%) Azure
3 77 (14.03%) AWS
4 45 (8.20%) GCP
5 22 (4.01%) Snowflake
6 18 (3.28%) dbt
7 16 (2.91%) GitHub
8 15 (2.73%) Azure Data Factory
9 14 (2.55%) Google Analytics
10 12 (2.19%) Azure Synapse Analytics
11 11 (2.00%) Azure DevOps
11 11 (2.00%) Cloud Computing
11 11 (2.00%) SaaS
12 10 (1.82%) Adobe Analytics
12 10 (1.82%) Serverless
13 9 (1.64%) AWS Lambda
14 8 (1.46%) Amazon S3
14 8 (1.46%) Amazon SageMaker
14 8 (1.46%) OCI
15 7 (1.28%) Dynamics 365
Communications & Networking
1 10 (1.82%) Firewall
2 9 (1.64%) Network Security
3 3 (0.55%) DNS
4 2 (0.36%) 2G
4 2 (0.36%) 3G
4 2 (0.36%) 4G
4 2 (0.36%) 5G
4 2 (0.36%) MQTT
4 2 (0.36%) SSL
4 2 (0.36%) TCP/IP
4 2 (0.36%) VPN
4 2 (0.36%) Wireless
5 1 (0.18%) HTTP
5 1 (0.18%) Intrusion Detection
5 1 (0.18%) MPLS
5 1 (0.18%) VoIP
5 1 (0.18%) Wi-Fi
5 1 (0.18%) Wireshark
Database & Business Intelligence
1 153 (27.87%) Power BI
2 86 (15.66%) Tableau
3 62 (11.29%) Data Warehouse
4 25 (4.55%) BigQuery
5 21 (3.83%) Data Lake
6 20 (3.64%) SQL Server
7 19 (3.46%) Big Data
8 16 (2.91%) Power Query
8 16 (2.91%) Relational Database
9 15 (2.73%) Looker
9 15 (2.73%) Oracle Reports
10 12 (2.19%) PostgreSQL
11 11 (2.00%) Amazon Athena
11 11 (2.00%) MySQL
11 11 (2.00%) Qlik Sense
12 10 (1.82%) Oracle BI Publisher
13 9 (1.64%) Metadata
13 9 (1.64%) Snowflake Schema
14 8 (1.46%) Data Mining
14 8 (1.46%) Hadoop
Development Applications
1 30 (5.46%) JIRA
2 25 (4.55%) Git
3 13 (2.37%) GitLab
4 7 (1.28%) Jenkins
5 5 (0.91%) ERwin
5 5 (0.91%) Oracle Forms
6 4 (0.73%) Terragrunt
7 3 (0.55%) JMeter
7 3 (0.55%) MLflow
7 3 (0.55%) QARun
7 3 (0.55%) WinRunner
8 2 (0.36%) Bitbucket
8 2 (0.36%) Cucumber
8 2 (0.36%) Eclipse
8 2 (0.36%) LoadRunner
8 2 (0.36%) MagicDraw
8 2 (0.36%) Postman
8 2 (0.36%) REST Assured
9 1 (0.18%) Burp Suite
9 1 (0.18%) Gatling
General
1 269 (49.00%) Social Skills
2 217 (39.53%) Analytical Skills
3 151 (27.50%) Finance
4 61 (11.11%) Public Sector
5 48 (8.74%) Marketing
6 38 (6.92%) Banking
7 29 (5.28%) Retail
8 28 (5.10%) Presentation Skills
9 21 (3.83%) Influencing Skills
10 19 (3.46%) Organisational Skills
11 18 (3.28%) Investment Banking
12 17 (3.10%) Telecoms
13 14 (2.55%) Inclusion and Diversity
14 13 (2.37%) Retail Banking
15 11 (2.00%) Corporate Banking
15 11 (2.00%) Legal
15 11 (2.00%) Manufacturing
16 9 (1.64%) Advertising
16 9 (1.64%) Local Government
17 8 (1.46%) Police
Job Titles
1 190 (34.61%) Analyst
2 88 (16.03%) Data Analyst
3 56 (10.20%) Business Analyst
4 50 (9.11%) Senior
5 40 (7.29%) Consultant
6 36 (6.56%) Data Engineer
7 33 (6.01%) Data Scientist
7 33 (6.01%) Developer
8 31 (5.65%) Architect
9 28 (5.10%) Lead
10 20 (3.64%) Senior Analyst
10 20 (3.64%) User Researcher
11 16 (2.91%) Business Intelligence Analyst
12 14 (2.55%) User Experience Researcher
13 12 (2.19%) Security Engineer
14 11 (2.00%) Data Business Analyst
14 11 (2.00%) Data Consultant
14 11 (2.00%) Power BI Analyst
15 9 (1.64%) Data Architect
15 9 (1.64%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 18 (3.28%) Pandas
2 17 (3.10%) scikit-learn
3 15 (2.73%) TensorFlow
4 14 (2.55%) Oracle Fusion
5 9 (1.64%) RESTful
6 8 (1.46%) Kafka
6 8 (1.46%) PyTorch
7 7 (1.28%) .NET
7 7 (1.28%) PySpark
8 6 (1.09%) NumPy
9 5 (0.91%) GeoPandas
9 5 (0.91%) Hugging Face
9 5 (0.91%) PostGIS
9 5 (0.91%) XML
10 4 (0.73%) .NET Framework
10 4 (0.73%) AngularJS
10 4 (0.73%) Entity Framework
10 4 (0.73%) JSON
10 4 (0.73%) Prophet
10 4 (0.73%) Web Services
Miscellaneous
1 29 (5.28%) Analytical Mindset
2 20 (3.64%) Algorithms
3 16 (2.91%) Data Structures
4 12 (2.19%) Data Protection Act
5 11 (2.00%) Cyber Threat
5 11 (2.00%) Product Ownership
6 10 (1.82%) Management Information System
7 9 (1.64%) Legacy Systems
7 9 (1.64%) Onboarding
7 9 (1.64%) Social Media
8 8 (1.46%) Self-Motivation
9 7 (1.28%) Cloud Native
10 6 (1.09%) CMDB
10 6 (1.09%) Distributed Computing
10 6 (1.09%) NHS
11 5 (0.91%) Data Centre
11 5 (0.91%) Security Posture
12 4 (0.73%) Digital Media
12 4 (0.73%) Linux Command Line
12 4 (0.73%) Security Operations Centre
Operating Systems
1 12 (2.19%) Linux
2 7 (1.28%) Windows
3 5 (0.91%) Unix
4 1 (0.18%) AIX
4 1 (0.18%) Android
4 1 (0.18%) Apple iOS
4 1 (0.18%) Kali Linux
4 1 (0.18%) Solaris
4 1 (0.18%) Windows 10
Processes & Methodologies
1 203 (36.98%) Analytics
2 185 (33.70%) Business Intelligence
3 158 (28.78%) Problem-Solving
4 153 (27.87%) Decision-Making
5 142 (25.87%) Visualisation
6 136 (24.77%) Data Analysis
7 119 (21.68%) Data Modelling
8 104 (18.94%) Agile
9 92 (16.76%) Data Visualisation
10 88 (16.03%) Stakeholder Management
11 80 (14.57%) Data Governance
12 63 (11.48%) Data Science
13 62 (11.29%) Data Pipeline
14 60 (10.93%) Machine Learning
15 59 (10.75%) Artificial Intelligence
15 59 (10.75%) Process Improvement
15 59 (10.75%) Stakeholder Engagement
16 57 (10.38%) Continuous Improvement
16 57 (10.38%) ETL
17 50 (9.11%) User Experience
Programming Languages
1 215 (39.16%) SQL
2 149 (27.14%) Python
3 35 (6.38%) R
4 19 (3.46%) Data Analysis Expressions
5 9 (1.64%) PL/SQL
6 8 (1.46%) PowerShell
6 8 (1.46%) VBA
7 7 (1.28%) Bash
8 5 (0.91%) Java
9 3 (0.55%) Go
10 2 (0.36%) C#
10 2 (0.36%) JavaScript
10 2 (0.36%) Kusto Query Language
10 2 (0.36%) PromQL
10 2 (0.36%) Shell Script
10 2 (0.36%) T-SQL
11 1 (0.18%) Apex Code
11 1 (0.18%) MATLAB
11 1 (0.18%) Ruby
11 1 (0.18%) VB
Qualifications
1 88 (16.03%) Degree
2 69 (12.57%) Security Cleared
3 53 (9.65%) SC Cleared
4 20 (3.64%) Master's Degree
5 16 (2.91%) Computer Science Degree
6 10 (1.82%) CBAP
6 10 (1.82%) DV Cleared
7 6 (1.09%) BPSS Clearance
7 6 (1.09%) CISSP
7 6 (1.09%) PMI Certification
8 4 (0.73%) CISM
8 4 (0.73%) PMP
9 3 (0.55%) ACCA
9 3 (0.55%) AWS Certification
9 3 (0.55%) CIMA
9 3 (0.55%) CISA
9 3 (0.55%) GIAC
10 2 (0.36%) CSPO
10 2 (0.36%) ISO 27001 Lead Auditor
10 2 (0.36%) Numerate Degree
Quality Assurance & Compliance
1 73 (13.30%) Actionable Recommendations
1 73 (13.30%) Data Quality
2 38 (6.92%) GDPR
3 22 (4.01%) Accessibility
4 20 (3.64%) QA
5 15 (2.73%) NIST
6 13 (2.37%) ISO/IEC 27001
7 8 (1.46%) PMO
8 5 (0.91%) SOC 2
9 4 (0.73%) GRC
10 3 (0.55%) MiFID
10 3 (0.55%) WCAG
11 2 (0.36%) Basel III
11 2 (0.36%) Disclosure Scotland
11 2 (0.36%) FedRAMP
11 2 (0.36%) NIST 800
11 2 (0.36%) PCI DSS
11 2 (0.36%) SLA
12 1 (0.18%) Cyber Essentials
12 1 (0.18%) HIPAA
System Software
1 11 (2.00%) Docker
2 9 (1.64%) Active Directory
3 4 (0.73%) zsh
4 2 (0.36%) VMware Infrastructure
5 1 (0.18%) Virtual Machines
Systems Management
1 20 (3.64%) Terraform
2 11 (2.00%) Grafana
3 9 (1.64%) Kubernetes
3 9 (1.64%) Prometheus
4 6 (1.09%) Ansible
5 3 (0.55%) HP Quality Center
5 3 (0.55%) Kibana
6 2 (0.36%) HP ALM
6 2 (0.36%) Kustomize
6 2 (0.36%) Nessus
6 2 (0.36%) NSN NetAct
6 2 (0.36%) Oracle Enterprise Manager
6 2 (0.36%) Puppet
6 2 (0.36%) QRadar
6 2 (0.36%) VxRail
7 1 (0.18%) CSIRT
7 1 (0.18%) Demisto
7 1 (0.18%) Fluentd
7 1 (0.18%) RSA Archer
7 1 (0.18%) SCOM
Vendors
1 63 (11.48%) Microsoft
2 44 (8.01%) Google
3 24 (4.37%) Databricks
4 20 (3.64%) Oracle
4 20 (3.64%) SAP
5 19 (3.46%) Salesforce
6 16 (2.91%) ServiceNow
7 15 (2.73%) Adobe
8 14 (2.55%) Splunk
9 8 (1.46%) Palantir
10 5 (0.91%) Facebook
10 5 (0.91%) Hotjar
10 5 (0.91%) Informatica
11 4 (0.73%) Alteryx
11 4 (0.73%) Foundry
11 4 (0.73%) MicroStrategy
11 4 (0.73%) Palo Alto
12 3 (0.55%) Instagram
12 3 (0.55%) Sage
12 3 (0.55%) Talend