Decision-Making Contracts

Decision-Making
UK

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

6 months to
6 Jul 2025
Same period 2024 Same period 2023
Rank 47 70 86
Rank change year-on-year +23 +16 -7
Contract jobs citing Decision-Making 1,428 1,318 1,550
As % of all contract jobs advertised in the UK 4.48% 3.04% 2.73%
As % of the Processes & Methodologies category 4.94% 3.57% 3.05%
Number of daily rates quoted 868 799 1,009
10th Percentile £317 £263 £329
25th Percentile £409 £400 £450
Median daily rate (50th Percentile) £509 £500 £550
Median % change year-on-year +1.70% -9.09% -
75th Percentile £625 £604 £650
90th Percentile £725 £713 £750
UK excluding London median daily rate £479 £479 £520
% change year-on-year - -7.88% +4.00%
Number of hourly rates quoted 60 124 56
10th Percentile £18.72 £10.95 £17.99
25th Percentile £22.14 £14.89 £20.42
Median hourly rate £31.20 £19.38 £38.92
Median % change year-on-year +61.03% -50.21% -5.34%
75th Percentile £51.20 £40.00 £56.42
90th Percentile £80.30 £50.88 £71.38
UK excluding London median hourly rate £25.00 £16.06 £35.00
% change year-on-year +55.67% -54.11% -18.53%

All Process and Methodology Skills
UK

Decision-Making 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 28,883 36,949 50,825
As % of all contract IT jobs advertised in the UK 90.68% 85.32% 89.49%
Number of daily rates quoted 18,181 23,576 35,000
10th Percentile £300 £300 £325
25th Percentile £405 £413 £438
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% +0.92%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,432 2,509 1,726
10th Percentile £14.20 £12.75 £12.28
25th Percentile £17.42 £16.12 £16.85
Median hourly rate £25.15 £37.50 £38.18
Median % change year-on-year -32.93% -1.77% +46.83%
75th Percentile £53.75 £61.30 £65.00
90th Percentile £70.00 £72.50 £75.59
UK excluding London median hourly rate £24.66 £38.12 £35.00
% change year-on-year -35.31% +8.91% +66.67%

Decision-Making
Job Vacancy Trend

Job postings citing Decision-Making as a proportion of all IT jobs advertised.

Job vacancy trend for Decision-Making in the UK

Decision-Making
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Decision-Making.

Daily rate trend for Decision-Making in the UK

Decision-Making
Daily Rate Histogram

Daily rate distribution for jobs citing Decision-Making over the 6 months to 6 July 2025.

Daily rate histogram for Decision-Making in the UK

Decision-Making
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Decision-Making.

Hourly rate trend for Decision-Making in the UK

Decision-Making
Hourly Rate Histogram

Hourly rate distribution of jobs citing Decision-Making over the 6 months to 6 July 2025.

Hourly rate histogram for Decision-Making in the UK

Decision-Making
Top 18 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Decision-Making within the UK over the 6 months to 6 July 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 +21 1,206 £515 - 4,874
UK excluding London +9 656 £479 - 2,494
London +29 627 £525 - 2,716
Work from Home +23 429 £500 -4.76% 2,051
North of England +10 196 £484 -3.25% 687
South East +15 118 £525 -4.55% 715
Midlands +11 118 £425 -1.45% 361
Scotland +16 99 £467 +7.36% 173
Yorkshire +48 91 £489 -11.14% 216
North West -14 90 £456 -1.25% 397
West Midlands 0 74 £450 - 229
South West +13 72 £520 -1.89% 232
East of England +16 42 £550 +31.34% 260
East Midlands +11 42 £375 +15.38% 128
North East +1 13 £519 +3.23% 81
Wales -2 10 £331 -17.21% 80
Northern Ireland -11 5 £613 +206.25% 43
Channel Islands - 1 £463 -

Decision-Making
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 57 (3.99%) Confluence
2 35 (2.45%) Apache Spark
3 28 (1.96%) SharePoint
4 25 (1.75%) Apache Airflow
5 22 (1.54%) CMS
6 18 (1.26%) Apache
7 14 (0.98%) Headless CMS
8 11 (0.77%) IBM Domino
9 9 (0.63%) SAS
10 5 (0.35%) Microsoft Exchange
11 3 (0.21%) ArcGIS
11 3 (0.21%) Tomcat
11 3 (0.21%) WebSphere
11 3 (0.21%) WebSphere Application Server
12 2 (0.14%) Adobe Experience Manager
12 2 (0.14%) JBoss
12 2 (0.14%) nginx
12 2 (0.14%) Sitecore CMS
13 1 (0.070%) Exchange Server 2013
13 1 (0.070%) Oracle Workflow
Applications
1 116 (8.12%) Microsoft Excel
2 62 (4.34%) Microsoft PowerPoint
3 57 (3.99%) Microsoft Office
4 42 (2.94%) MS Visio
5 25 (1.75%) Microsoft Project
6 17 (1.19%) Trello
7 8 (0.56%) Spreadsheet
8 4 (0.28%) Chatbot
9 3 (0.21%) Oracle Smart View
9 3 (0.21%) Photoshop
10 2 (0.14%) Adobe Illustrator
10 2 (0.14%) Adobe Premiere
10 2 (0.14%) Maple
11 1 (0.070%) Adobe XD
11 1 (0.070%) Fusion 360
11 1 (0.070%) MadCap Flare
11 1 (0.070%) Notion
11 1 (0.070%) Siemens NX
11 1 (0.070%) Sketch
11 1 (0.070%) SPSS
Business Applications
1 36 (2.52%) SAP S/4HANA
2 6 (0.42%) Dynamics CRM
2 6 (0.42%) Salesforce CRM
3 5 (0.35%) SAP ERP
4 4 (0.28%) Aladdin
4 4 (0.28%) iTrent
4 4 (0.28%) Loan IQ
4 4 (0.28%) Maximo
4 4 (0.28%) SAP EWM
4 4 (0.28%) Shopify
4 4 (0.28%) Teamcenter
5 3 (0.21%) NetSuite
5 3 (0.21%) Oracle EBS
5 3 (0.21%) Oracle ERP
5 3 (0.21%) Oracle Payroll
5 3 (0.21%) Primavera
6 2 (0.14%) CA PPM
6 2 (0.14%) Endur
6 2 (0.14%) SAP BPC
6 2 (0.14%) Unit4 Business World
Cloud Services
1 209 (14.64%) Azure
2 200 (14.01%) Power Platform
3 193 (13.52%) AWS
4 92 (6.44%) GCP
5 49 (3.43%) Snowflake
6 35 (2.45%) SaaS
7 27 (1.89%) Amazon S3
7 27 (1.89%) Cloud Computing
8 26 (1.82%) Azure Data Factory
9 24 (1.68%) GitHub
9 24 (1.68%) Microsoft 365
10 22 (1.54%) dbt
11 17 (1.19%) Azure Synapse Analytics
12 15 (1.05%) Azure DevOps
12 15 (1.05%) PowerApps
13 13 (0.91%) Miro
14 12 (0.84%) Dynamics 365
14 12 (0.84%) OpenShift
15 11 (0.77%) Figma
15 11 (0.77%) SuccessFactors
Communications & Networking
1 24 (1.68%) Firewall
2 18 (1.26%) Network Security
3 9 (0.63%) Intrusion Detection
3 9 (0.63%) WAN
4 8 (0.56%) VPN
5 7 (0.49%) BGP
5 7 (0.49%) OSPF
5 7 (0.49%) SAN
5 7 (0.49%) SSL
6 6 (0.42%) DNS
6 6 (0.42%) Internet
6 6 (0.42%) NAS
6 6 (0.42%) TCP/IP
6 6 (0.42%) Wireless
7 5 (0.35%) MPLS
8 4 (0.28%) IPsec
8 4 (0.28%) MQTT
8 4 (0.28%) Multicast
8 4 (0.28%) SD-WAN
8 4 (0.28%) Wi-Fi
Database & Business Intelligence
1 191 (13.38%) Power BI
2 107 (7.49%) Tableau
3 76 (5.32%) Data Warehouse
4 34 (2.38%) Big Data
5 27 (1.89%) Power Query
6 26 (1.82%) Hadoop
7 24 (1.68%) Relational Database
8 22 (1.54%) Data Lake
8 22 (1.54%) Metadata
8 22 (1.54%) NoSQL
9 21 (1.47%) SQL Server
10 20 (1.40%) BigQuery
11 18 (1.26%) Looker
12 14 (0.98%) MongoDB
13 13 (0.91%) PostgreSQL
13 13 (0.91%) Snowflake Schema
14 11 (0.77%) Data Mining
15 10 (0.70%) Amazon Redshift
15 10 (0.70%) DynamoDB
16 9 (0.63%) BusinessObjects
Development Applications
1 123 (8.61%) JIRA
2 37 (2.59%) Git
3 31 (2.17%) Jenkins
4 23 (1.61%) GitLab
5 12 (0.84%) Cucumber
5 12 (0.84%) Selenium
5 12 (0.84%) SonarQube
6 11 (0.77%) Maven
7 9 (0.63%) REST Assured
8 8 (0.56%) JUnit
9 7 (0.49%) ERwin
10 6 (0.42%) PVCS
10 6 (0.42%) Xcode
11 5 (0.35%) Bitbucket Server
11 5 (0.35%) DbUnit
11 5 (0.35%) jMock
11 5 (0.35%) Mockito
12 3 (0.21%) Liquibase
12 3 (0.21%) TeamCity
12 3 (0.21%) Terragrunt
General
1 622 (43.56%) Social Skills
2 465 (32.56%) Finance
3 430 (30.11%) Analytical Skills
4 151 (10.57%) Public Sector
5 147 (10.29%) Banking
6 72 (5.04%) Marketing
6 72 (5.04%) Presentation Skills
7 64 (4.48%) Legal
8 56 (3.92%) Influencing Skills
9 50 (3.50%) Investment Banking
9 50 (3.50%) Retail
10 43 (3.01%) Inclusion and Diversity
11 41 (2.87%) Organisational Skills
12 39 (2.73%) Local Government
13 32 (2.24%) Manufacturing
14 28 (1.96%) Telecoms
15 26 (1.82%) Police
16 24 (1.68%) Pharmaceutical
17 23 (1.61%) Financial Institution
18 22 (1.54%) Front Office
Job Titles
1 312 (21.85%) Analyst
2 152 (10.64%) Architect
3 145 (10.15%) Business Analyst
4 137 (9.59%) Senior
5 125 (8.75%) Developer
6 121 (8.47%) Lead
7 86 (6.02%) Project Manager
8 85 (5.95%) Data Analyst
9 67 (4.69%) Data Engineer
10 60 (4.20%) Solutions Architect
11 47 (3.29%) Consultant
12 30 (2.10%) Delivery Manager
13 27 (1.89%) Programme Manager
14 26 (1.82%) Data Architect
15 24 (1.68%) Designer
16 23 (1.61%) Enterprise Architect
17 22 (1.54%) Data Scientist
17 22 (1.54%) Product Manager
17 22 (1.54%) Senior Analyst
17 22 (1.54%) Technical Architect
Libraries, Frameworks & Software Standards
1 38 (2.66%) Kafka
1 38 (2.66%) REST
2 28 (1.96%) React
3 27 (1.89%) TensorFlow
4 24 (1.68%) AngularJS
4 24 (1.68%) Pandas
5 21 (1.47%) PyTorch
6 19 (1.33%) scikit-learn
7 18 (1.26%) NumPy
8 16 (1.12%) Elastic Stack
8 16 (1.12%) Next.js
9 15 (1.05%) PySpark
9 15 (1.05%) RESTful
10 14 (0.98%) Matplotlib
10 14 (0.98%) Vue
11 13 (0.91%) Node.js
12 12 (0.84%) HTML
13 11 (0.77%) CSS
13 11 (0.77%) JDBC
13 11 (0.77%) SOAP
Miscellaneous
1 109 (7.63%) Management Information System
2 65 (4.55%) Product Ownership
3 51 (3.57%) Analytical Mindset
4 46 (3.22%) Algorithms
5 38 (2.66%) Onboarding
6 34 (2.38%) Distributed Systems
7 28 (1.96%) Data Centre
7 28 (1.96%) Self-Motivation
8 25 (1.75%) Legacy Systems
9 24 (1.68%) Data Structures
10 22 (1.54%) Data Protection Act
11 20 (1.40%) Virtual Team
12 16 (1.12%) Mobile App
13 15 (1.05%) Credit Risk
14 14 (0.98%) Cloud Native
15 13 (0.91%) Enterprise Software
15 13 (0.91%) Foreign Exchange (FX)
15 13 (0.91%) Life Science
16 11 (0.77%) NHS
16 11 (0.77%) Public Cloud
Operating Systems
1 31 (2.17%) Windows
2 30 (2.10%) Linux
3 12 (0.84%) Unix
4 8 (0.56%) Android
4 8 (0.56%) Apple iOS
4 8 (0.56%) Windows Server
5 5 (0.35%) Red Hat Enterprise Linux
6 3 (0.21%) Mac OS
6 3 (0.21%) Windows 10
7 2 (0.14%) Windows Server 2012
8 1 (0.070%) Data ONTAP
8 1 (0.070%) Windows Server 2016
8 1 (0.070%) Windows Server 2019
Processes & Methodologies
1 479 (33.54%) Problem-Solving
2 364 (25.49%) Agile
3 306 (21.43%) Analytics
4 280 (19.61%) Stakeholder Management
5 240 (16.81%) Business Intelligence
6 225 (15.76%) Data-Driven Decision Making
7 213 (14.92%) Data Analysis
8 202 (14.15%) Visualisation
9 199 (13.94%) Project Management
10 182 (12.75%) Risk Management
11 172 (12.04%) Continuous Improvement
11 172 (12.04%) Stakeholder Engagement
12 159 (11.13%) Roadmaps
13 151 (10.57%) Data Modelling
14 135 (9.45%) Actionable Insight
15 133 (9.31%) Artificial Intelligence
16 131 (9.17%) DevOps
17 114 (7.98%) Data Visualisation
18 112 (7.84%) Change Management
19 103 (7.21%) Scrum
Programming Languages
1 255 (17.86%) Python
2 254 (17.79%) SQL
3 73 (5.11%) Java
4 49 (3.43%) R
5 36 (2.52%) Data Analysis Expressions
6 34 (2.38%) JavaScript
7 27 (1.89%) TypeScript
8 13 (0.91%) VBA
9 12 (0.84%) Bash
10 11 (0.77%) PowerShell
11 10 (0.70%) Scala
12 7 (0.49%) C#
12 7 (0.49%) C++
12 7 (0.49%) Go
12 7 (0.49%) Shell Script
13 6 (0.42%) Objective-C
13 6 (0.42%) Swift
14 5 (0.35%) Perl
15 4 (0.28%) C
15 4 (0.28%) PL/SQL
Qualifications
1 209 (14.64%) Security Cleared
2 195 (13.66%) Degree
3 147 (10.29%) SC Cleared
4 48 (3.36%) Computer Science Degree
5 44 (3.08%) DV Cleared
6 43 (3.01%) Master's Degree
7 29 (2.03%) PMP
8 28 (1.96%) PMI Certification
9 17 (1.19%) BPSS Clearance
10 15 (1.05%) CISM
10 15 (1.05%) CISSP
11 14 (0.98%) AWS Certification
11 14 (0.98%) Azure Certification
11 14 (0.98%) Microsoft Certification
11 14 (0.98%) PhD
12 9 (0.63%) CCNP
12 9 (0.63%) CIMA
12 9 (0.63%) Cisco Certification
13 8 (0.56%) ACCA
14 5 (0.35%) CCIE
Quality Assurance & Compliance
1 110 (7.70%) Data Quality
2 61 (4.27%) Accessibility
3 55 (3.85%) QA
4 45 (3.15%) GDPR
4 45 (3.15%) PMO
5 29 (2.03%) ISO/IEC 27001
6 24 (1.68%) NCSC
7 21 (1.47%) NIST
8 14 (0.98%) GRC
9 12 (0.84%) Actionable Recommendations
9 12 (0.84%) SLA
10 10 (0.70%) Sarbanes-Oxley
11 9 (0.63%) Disclosure Scotland
12 7 (0.49%) WCAG
13 5 (0.35%) Cyber Essentials
13 5 (0.35%) P3O
13 5 (0.35%) PCI DSS
14 4 (0.28%) Cyber Essentials PLUS
15 3 (0.21%) IFRS
15 3 (0.21%) ISO 20022
System Software
1 48 (3.36%) Docker
2 14 (0.98%) Active Directory
3 7 (0.49%) VMware Infrastructure
4 5 (0.35%) Postfix
4 5 (0.35%) Virtual Machines
5 2 (0.14%) Firmware
5 2 (0.14%) Virtual Servers
5 2 (0.14%) VMware ESXi
6 1 (0.070%) KVM
Systems Management
1 48 (3.36%) Kubernetes
2 32 (2.24%) Terraform
3 25 (1.75%) Ansible
4 17 (1.19%) Prometheus
5 13 (0.91%) Grafana
6 8 (0.56%) Kibana
6 8 (0.56%) NetBackup
7 6 (0.42%) logstash
7 6 (0.42%) Oracle RMAN
7 6 (0.42%) Podman
8 5 (0.35%) Docker Swarm
8 5 (0.35%) Microsoft Intune
8 5 (0.35%) Single Sign-On
9 3 (0.21%) ITRS Geneos
9 3 (0.21%) SCCM
10 2 (0.14%) Packer
11 1 (0.070%) Hadoop YARN
11 1 (0.070%) HAProxy
11 1 (0.070%) Progress Chef
11 1 (0.070%) TrustSec
Vendors
1 165 (11.55%) Microsoft
2 84 (5.88%) SAP
3 56 (3.92%) Google
4 47 (3.29%) ServiceNow
5 46 (3.22%) Oracle
6 39 (2.73%) Salesforce
7 38 (2.66%) Databricks
8 12 (0.84%) Cisco
9 11 (0.77%) Adobe
10 10 (0.70%) Foundry
10 10 (0.70%) OpenAI
10 10 (0.70%) Splunk
10 10 (0.70%) VMware
10 10 (0.70%) Workday
11 9 (0.63%) Veritas
12 8 (0.56%) Alteryx
12 8 (0.56%) Ariba
12 8 (0.56%) IBM
12 8 (0.56%) Informatica
12 8 (0.56%) Red Hat