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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 48 58 90
Rank change year-on-year +10 +32 -13
Contract jobs citing Decision-Making 1,307 1,463 1,594
As % of all contract jobs advertised in the UK 4.47% 3.36% 2.67%
As % of the Processes & Methodologies category 4.92% 3.89% 2.97%
Number of daily rates quoted 794 941 995
10th Percentile £340 £275 £341
25th Percentile £413 £410 £440
Median daily rate (50th Percentile) £520 £525 £525
Median % change year-on-year -0.95% - -2.78%
75th Percentile £625 £637 £650
90th Percentile £729 £725 £747
UK excluding London median daily rate £500 £500 £500
Number of hourly rates quoted 64 129 74
10th Percentile £19.20 £10.95 £17.58
25th Percentile £22.14 £14.54 £22.16
Median hourly rate £31.49 £19.38 £47.50
Median % change year-on-year +62.54% -59.21% +11.76%
75th Percentile £55.84 £35.00 £65.00
90th Percentile £76.84 £50.00 £65.75
UK excluding London median hourly rate £27.31 £16.06 £53.43
% change year-on-year +70.07% -69.94% +20.06%

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 26,551 37,621 53,662
As % of all contract IT jobs advertised in the UK 90.82% 86.30% 89.91%
Number of daily rates quoted 17,137 24,254 37,244
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £521 £525 £550
Median % change year-on-year -0.86% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £744 £750 £750
UK excluding London median daily rate £481 £500 £500
% change year-on-year -3.80% - +5.26%
Number of hourly rates quoted 1,071 2,437 1,746
10th Percentile £14.70 £12.75 £11.00
25th Percentile £18.50 £16.00 £16.25
Median hourly rate £29.00 £35.50 £37.30
Median % change year-on-year -18.31% -4.83% +49.20%
75th Percentile £62.00 £59.95 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.94 £36.50 £36.00
% change year-on-year -23.45% +1.39% +80.00%

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 30 April 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 30 April 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 30 April 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 +7 1,103 £525 - 3,399
UK excluding London +9 592 £500 - 1,568
London +20 584 £550 +4.76% 1,965
Work from Home +14 401 £500 -4.76% 1,704
North of England +4 166 £499 +2.26% 444
South East -2 111 £500 -9.05% 383
Scotland +25 97 £475 +8.45% 114
Midlands +3 95 £450 +5.88% 266
North West -9 92 £494 +6.70% 305
West Midlands +3 67 £425 -5.56% 166
South West -9 62 £550 - 183
Yorkshire +25 53 £450 -18.18% 102
East of England +25 41 £600 +14.12% 155
East Midlands -1 26 £450 +66.67% 94
North East +10 19 £550 +4.02% 38
Wales +5 11 £331 -36.92% 36
Northern Ireland -3 9 £613 -4.30% 19
Channel Islands - 1 £463 - 1

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 50 (3.83%) Confluence
2 38 (2.91%) Apache Spark
3 18 (1.38%) CMS
4 17 (1.30%) Apache
4 17 (1.30%) Apache Airflow
4 17 (1.30%) SharePoint
5 12 (0.92%) Microsoft Exchange
6 11 (0.84%) Headless CMS
7 10 (0.77%) SAS
8 8 (0.61%) IBM Domino
9 4 (0.31%) Exchange Server 2013
10 3 (0.23%) Appian
11 2 (0.15%) Adobe Experience Manager
11 2 (0.15%) IIS
11 2 (0.15%) Oracle Workflow
12 1 (0.077%) ArcGIS
12 1 (0.077%) Blackberry Enterprise Server
12 1 (0.077%) Oracle Application Server
12 1 (0.077%) Skype for Business
12 1 (0.077%) Tomcat
Applications
1 84 (6.43%) Microsoft Excel
2 55 (4.21%) Microsoft Office
3 50 (3.83%) Microsoft PowerPoint
4 31 (2.37%) MS Visio
5 24 (1.84%) Microsoft Project
6 18 (1.38%) Trello
7 10 (0.77%) Spreadsheet
8 4 (0.31%) Chatbot
9 3 (0.23%) Photoshop
10 2 (0.15%) Adobe Illustrator
10 2 (0.15%) Adobe Premiere
10 2 (0.15%) Adobe XD
10 2 (0.15%) Sketch
11 1 (0.077%) Fusion 360
11 1 (0.077%) InfoPath
11 1 (0.077%) Notion
11 1 (0.077%) Siemens NX
11 1 (0.077%) SPSS
Business Applications
1 43 (3.29%) SAP S/4HANA
2 11 (0.84%) NEC Housing
3 8 (0.61%) Dynamics CRM
4 5 (0.38%) iTrent
4 5 (0.38%) Maximo
4 5 (0.38%) Salesforce CRM
5 4 (0.31%) Loan IQ
5 4 (0.31%) SAP BPC
5 4 (0.31%) SAP ERP
5 4 (0.31%) SAP EWM
6 3 (0.23%) Aladdin
6 3 (0.23%) Oracle EBS
6 3 (0.23%) Oracle ERP
6 3 (0.23%) Primavera
6 3 (0.23%) Teamcenter
7 2 (0.15%) Payment Gateway
7 2 (0.15%) SAP Retail
7 2 (0.15%) Sparx Enterprise Architect
7 2 (0.15%) Unit4 Business World
7 2 (0.15%) Workday HCM
Cloud Services
1 207 (15.84%) Azure
2 185 (14.15%) AWS
3 165 (12.62%) Power Platform
4 66 (5.05%) GCP
5 41 (3.14%) Snowflake
6 34 (2.60%) Cloud Computing
7 33 (2.52%) SaaS
8 32 (2.45%) Amazon S3
9 25 (1.91%) Microsoft 365
10 22 (1.68%) Azure Data Factory
11 19 (1.45%) OpenShift
12 18 (1.38%) Serverless
13 16 (1.22%) Azure DevOps
14 15 (1.15%) Azure Synapse Analytics
14 15 (1.15%) GitHub
15 14 (1.07%) dbt
16 13 (0.99%) Dynamics 365
17 12 (0.92%) Amazon SQS
17 12 (0.92%) SuccessFactors
18 11 (0.84%) Figma
Communications & Networking
1 19 (1.45%) Network Security
2 18 (1.38%) Firewall
3 12 (0.92%) WAN
4 11 (0.84%) SAN
4 11 (0.84%) VPN
5 10 (0.77%) NAS
6 8 (0.61%) Wireless
7 7 (0.54%) BGP
7 7 (0.54%) DNS
7 7 (0.54%) Intrusion Detection
7 7 (0.54%) IPsec
7 7 (0.54%) OSPF
7 7 (0.54%) SD-WAN
7 7 (0.54%) SSL
8 6 (0.46%) HTTP
8 6 (0.46%) Internet
9 5 (0.38%) 5G
9 5 (0.38%) MPLS
9 5 (0.38%) TCP/IP
9 5 (0.38%) Wi-Fi
Database & Business Intelligence
1 159 (12.17%) Power BI
2 102 (7.80%) Tableau
3 71 (5.43%) Data Warehouse
4 35 (2.68%) Big Data
5 28 (2.14%) SQL Server
6 25 (1.91%) Hadoop
7 21 (1.61%) Metadata
7 21 (1.61%) MongoDB
7 21 (1.61%) PostgreSQL
8 20 (1.53%) NoSQL
9 19 (1.45%) Relational Database
10 18 (1.38%) Power Query
11 17 (1.30%) Data Lake
12 15 (1.15%) Amazon Redshift
12 15 (1.15%) BigQuery
13 14 (1.07%) Amazon RDS
13 14 (1.07%) Looker
14 11 (0.84%) Data Mining
14 11 (0.84%) SQL Server Integration Services
14 11 (0.84%) SQL Server Reporting Services
Development Applications
1 111 (8.49%) JIRA
2 38 (2.91%) Git
3 33 (2.52%) Jenkins
4 25 (1.91%) GitLab
5 13 (0.99%) Cucumber
6 12 (0.92%) Selenium
7 11 (0.84%) SonarQube
8 9 (0.69%) ERwin
8 9 (0.69%) REST Assured
9 8 (0.61%) JUnit
9 8 (0.61%) Maven
10 6 (0.46%) Artifactory
11 5 (0.38%) Jasmine
12 4 (0.31%) Bitbucket Server
12 4 (0.31%) DbUnit
12 4 (0.31%) jMock
12 4 (0.31%) Mockito
12 4 (0.31%) Visual Studio
13 3 (0.23%) PowerDesigner
13 3 (0.23%) Xcode
General
1 582 (44.53%) Social Skills
2 399 (30.53%) Finance
3 389 (29.76%) Analytical Skills
4 148 (11.32%) Public Sector
5 118 (9.03%) Banking
6 77 (5.89%) Marketing
7 74 (5.66%) Presentation Skills
8 60 (4.59%) Legal
9 52 (3.98%) Retail
10 47 (3.60%) Inclusion and Diversity
10 47 (3.60%) Influencing Skills
10 47 (3.60%) Organisational Skills
11 41 (3.14%) Investment Banking
12 39 (2.98%) Manufacturing
13 33 (2.52%) Telecoms
14 29 (2.22%) Local Government
15 21 (1.61%) Front Office
15 21 (1.61%) Pharmaceutical
16 19 (1.45%) Retail Banking
17 15 (1.15%) Financial Institution
Job Titles
1 249 (19.05%) Analyst
2 139 (10.64%) Architect
3 128 (9.79%) Senior
4 125 (9.56%) Business Analyst
5 124 (9.49%) Developer
6 108 (8.26%) Lead
7 74 (5.66%) Project Manager
8 70 (5.36%) Data Analyst
9 64 (4.90%) Data Engineer
10 60 (4.59%) Consultant
11 51 (3.90%) Solutions Architect
12 31 (2.37%) Product Manager
13 30 (2.30%) Data Scientist
14 29 (2.22%) Delivery Manager
15 24 (1.84%) Data Architect
15 24 (1.84%) Programme Manager
15 24 (1.84%) Senior Developer
16 23 (1.76%) Python Engineer
17 21 (1.61%) Designer
17 21 (1.61%) Senior Analyst
Libraries, Frameworks & Software Standards
1 34 (2.60%) REST
2 30 (2.30%) TensorFlow
3 27 (2.07%) Kafka
3 27 (2.07%) PyTorch
4 25 (1.91%) Pandas
5 23 (1.76%) PySpark
6 22 (1.68%) NumPy
6 22 (1.68%) scikit-learn
7 18 (1.38%) React
8 17 (1.30%) AngularJS
8 17 (1.30%) Matplotlib
9 15 (1.15%) RESTful
10 14 (1.07%) Seaborn
11 13 (0.99%) CSS
11 13 (0.99%) HTML
11 13 (0.99%) Spring Boot
12 12 (0.92%) Next.js
12 12 (0.92%) SOAP
12 12 (0.92%) Spring
12 12 (0.92%) Vue
Miscellaneous
1 94 (7.19%) Management Information System
2 59 (4.51%) Product Ownership
3 54 (4.13%) Algorithms
4 33 (2.52%) Analytical Mindset
5 32 (2.45%) Onboarding
6 26 (1.99%) Data Structures
7 25 (1.91%) Data Centre
8 21 (1.61%) Distributed Systems
9 19 (1.45%) Self-Motivation
10 17 (1.30%) Data Protection Act
11 15 (1.15%) Legacy Systems
12 13 (0.99%) IoT
12 13 (0.99%) Mobile App
13 12 (0.92%) Virtual Team
14 11 (0.84%) Credit Risk
14 11 (0.84%) Life Science
14 11 (0.84%) NHS
15 10 (0.77%) Enterprise Software
15 10 (0.77%) Equities
15 10 (0.77%) Public Cloud
Operating Systems
1 35 (2.68%) Windows
2 29 (2.22%) Linux
3 17 (1.30%) Windows Server
4 15 (1.15%) Unix
5 10 (0.77%) Red Hat Enterprise Linux
6 6 (0.46%) Android
6 6 (0.46%) Apple iOS
7 2 (0.15%) Windows Server 2012
7 2 (0.15%) Windows Server 2016
7 2 (0.15%) Windows Server 2019
8 1 (0.077%) Data ONTAP
8 1 (0.077%) Solaris
8 1 (0.077%) Windows 10
Processes & Methodologies
1 467 (35.73%) Problem-Solving
2 333 (25.48%) Agile
3 298 (22.80%) Analytics
4 263 (20.12%) Stakeholder Management
5 218 (16.68%) Data-Driven Decision Making
6 207 (15.84%) Business Intelligence
7 206 (15.76%) Project Management
8 205 (15.68%) Data Analysis
9 184 (14.08%) Visualisation
10 160 (12.24%) Roadmaps
11 159 (12.17%) Risk Management
12 143 (10.94%) Data Modelling
13 142 (10.86%) Continuous Improvement
14 127 (9.72%) Stakeholder Engagement
15 124 (9.49%) Artificial Intelligence
16 123 (9.41%) Actionable Insight
17 113 (8.65%) Change Management
18 112 (8.57%) Data Visualisation
19 107 (8.19%) Data Science
20 106 (8.11%) Data Governance
Programming Languages
1 240 (18.36%) SQL
2 233 (17.83%) Python
3 65 (4.97%) Java
4 56 (4.28%) R
5 29 (2.22%) JavaScript
6 28 (2.14%) Data Analysis Expressions
7 19 (1.45%) PowerShell
8 18 (1.38%) TypeScript
9 14 (1.07%) Bash
10 13 (0.99%) T-SQL
11 11 (0.84%) Scala
11 11 (0.84%) VBA
12 8 (0.61%) C
12 8 (0.61%) C++
12 8 (0.61%) Go
13 6 (0.46%) C#
13 6 (0.46%) Embedded C
13 6 (0.46%) Perl
14 5 (0.38%) PL/SQL
15 4 (0.31%) Shell Script
Qualifications
1 210 (16.07%) Degree
2 177 (13.54%) Security Cleared
3 127 (9.72%) SC Cleared
4 48 (3.67%) Master's Degree
5 42 (3.21%) Computer Science Degree
6 34 (2.60%) DV Cleared
6 34 (2.60%) PMI Certification
7 32 (2.45%) PMP
8 21 (1.61%) BPSS Clearance
9 18 (1.38%) CISM
10 16 (1.22%) PhD
11 15 (1.15%) CISSP
12 13 (0.99%) AWS Certification
13 12 (0.92%) Azure Certification
13 12 (0.92%) Microsoft Certification
14 9 (0.69%) CCNP
14 9 (0.69%) Cisco Certification
15 6 (0.46%) AWS Certified Solutions Architect
15 6 (0.46%) CCA
15 6 (0.46%) ITIL Certification
Quality Assurance & Compliance
1 108 (8.26%) Data Quality
2 69 (5.28%) Accessibility
3 50 (3.83%) QA
4 46 (3.52%) GDPR
5 39 (2.98%) PMO
6 22 (1.68%) ISO/IEC 27001
7 17 (1.30%) NCSC
8 13 (0.99%) Actionable Recommendations
9 11 (0.84%) NIST
10 10 (0.77%) SLA
11 7 (0.54%) GRC
11 7 (0.54%) WCAG
12 6 (0.46%) Sarbanes-Oxley
13 5 (0.38%) Disclosure Scotland
14 4 (0.31%) PCI DSS
15 3 (0.23%) COBIT
15 3 (0.23%) IFRS
15 3 (0.23%) ISO 20022
15 3 (0.23%) MiFID
15 3 (0.23%) P3O
System Software
1 50 (3.83%) Docker
2 18 (1.38%) Active Directory
3 8 (0.61%) Virtual Machines
3 8 (0.61%) VMware Infrastructure
4 6 (0.46%) Firmware
5 4 (0.31%) Postfix
5 4 (0.31%) VMware ESXi
6 3 (0.23%) RACF
7 2 (0.15%) Hyper-V
7 2 (0.15%) Virtual Servers
8 1 (0.077%) KVM
8 1 (0.077%) Oracle RAC
8 1 (0.077%) Virtual Desktop
8 1 (0.077%) VMware NSX
Systems Management
1 56 (4.28%) Kubernetes
2 37 (2.83%) Terraform
3 26 (1.99%) Ansible
4 11 (0.84%) NetBackup
5 10 (0.77%) Oracle RMAN
6 9 (0.69%) Kibana
7 8 (0.61%) Grafana
7 8 (0.61%) Prometheus
8 7 (0.54%) Microsoft Intune
8 7 (0.54%) MOM
9 6 (0.46%) Podman
9 6 (0.46%) Single Sign-On
10 5 (0.38%) Docker Swarm
11 4 (0.31%) logstash
11 4 (0.31%) Packer
12 2 (0.15%) Active Directory Federation Services
12 2 (0.15%) Microsoft Clustering
12 2 (0.15%) NetApp OnCommand
12 2 (0.15%) vCenter Server
12 2 (0.15%) vMotion
Vendors
1 153 (11.71%) Microsoft
2 79 (6.04%) SAP
3 45 (3.44%) Google
4 42 (3.21%) Oracle
5 40 (3.06%) Salesforce
5 40 (3.06%) ServiceNow
6 38 (2.91%) Databricks
7 19 (1.45%) Cisco
8 13 (0.99%) Atlassian
9 12 (0.92%) Adobe
9 12 (0.92%) NEC
9 12 (0.92%) VMware
10 11 (0.84%) Veritas
11 10 (0.77%) Alteryx
11 10 (0.77%) Ariba
12 8 (0.61%) Fortinet
12 8 (0.61%) Foundry
12 8 (0.61%) Siemens
12 8 (0.61%) Splunk
12 8 (0.61%) Workday