Problem-Solving Contract Job Trends

Problem Solving
UK

The table below provides summary statistics and contractor rates for jobs requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 30 May 2026, with comparisons to the same periods in the previous two years.

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 12 5 10
Rank change year-on-year -7 +5 +7
Contract jobs citing Problem-Solving 5,259 4,961 4,647
As % of all contract jobs in the UK 10.70% 17.18% 10.83%
As % of the Processes & Methodologies category 12.64% 18.88% 12.64%
Number of daily rates quoted 3,059 3,093 2,826
10th Percentile £263 £250 £250
25th Percentile £389 £388 £386
Median daily rate (50th Percentile) £494 £500 £500
Median % change year-on-year -1.20% - -4.76%
75th Percentile £592 £600 £625
90th Percentile £715 £700 £725
UK excluding London median daily rate £465 £470 £475
% change year-on-year -1.06% -1.05% -5.00%
Number of hourly rates quoted 393 252 427
10th Percentile £13.13 £14.20 £11.07
25th Percentile £14.64 £15.55 £13.86
Median hourly rate £20.66 £22.14 £16.23
Median % change year-on-year -6.68% +36.41% -68.49%
75th Percentile £42.00 £35.00 £34.38
90th Percentile £74.00 £65.00 £61.60
UK excluding London median hourly rate £18.50 £21.24 £15.00
% change year-on-year -12.90% +41.60% -70.63%

All Process & Methodology Skills
UK

Problem-Solving 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 41,610 26,282 36,757
As % of all contract IT jobs advertised in the UK 84.67% 91.03% 85.65%
Number of daily rates quoted 26,026 16,812 23,631
10th Percentile £325 £300 £300
25th Percentile £413 £408 £413
Median daily rate (50th Percentile) £513 £513 £525
Median % change year-on-year - -2.38% -4.55%
75th Percentile £613 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,481 1,100 2,513
10th Percentile £14.68 £14.20 £12.75
25th Percentile £19.91 £17.87 £16.00
Median hourly rate £42.30 £27.97 £36.50
Median % change year-on-year +51.26% -23.38% -1.35%
75th Percentile £67.84 £57.50 £60.00
90th Percentile £81.00 £73.88 £72.50
UK excluding London median hourly rate £45.00 £25.15 £38.00
% change year-on-year +78.93% -33.82% +8.57%

Problem-Solving
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Problem-Solving relative to all contract IT jobs advertised.

Problem-Solving job vacancy trend in the UK

Problem-Solving
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Problem-Solving.

Contractor daily rate distribution trend for jobs in the UK citing Problem-Solving

Problem-Solving
Daily Rate Histogram

Daily rate distribution for jobs citing Problem-Solving over the 6 months to 30 May 2026.

Daily rate histogram for Problem-Solving in the UK

Problem-Solving
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Problem-Solving.

Contractor hourly rate distribution trend for jobs in the UK citing Problem-Solving

Problem-Solving
Hourly Rate Histogram

Hourly rate distribution of jobs citing Problem-Solving over the 6 months to 30 May 2026.

Hourly rate histogram for Problem-Solving in the UK

Problem-Solving
Top 18 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Problem-Solving within the UK over the 6 months to 30 May 2026. 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 -5 4,492 £500 - 2,917
UK excluding London -5 2,810 £465 -1.06% 2,278
London -11 1,901 £522 +0.29% 1,023
Work from Home -4 1,492 £481 -3.75% 1,168
North of England -9 736 £450 -7.22% 586
South East -7 654 £492 -1.60% 678
Midlands -8 503 £465 +6.78% 353
West Midlands -9 354 £472 +4.12% 220
Yorkshire -6 352 £465 -2.11% 177
North West -8 345 £425 -13.09% 333
South West -2 324 £500 -2.44% 256
Scotland -2 284 £443 -4.84% 110
East of England -3 242 £450 -5.26% 255
East Midlands -1 148 £443 +18.96% 135
Wales -1 67 £406 +8.33% 49
North East -11 47 £388 -13.89% 88
Northern Ireland -6 24 £405 +3.51% 55
Channel Islands -4 1 - -

Problem-Solving
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 218 (4.15%) Confluence
2 158 (3.00%) SharePoint
3 84 (1.60%) Microsoft Exchange
4 76 (1.45%) Apache Spark
5 52 (0.99%) Apache
6 51 (0.97%) Apache Airflow
7 44 (0.84%) SAS
8 33 (0.63%) CMS
9 23 (0.44%) Oracle Workflow
10 13 (0.25%) nginx
11 11 (0.21%) Adobe Experience Manager
11 11 (0.21%) CICS
11 11 (0.21%) WebLogic
12 10 (0.19%) ArcGIS
13 8 (0.15%) Camunda
13 8 (0.15%) Tomcat
14 7 (0.13%) Jupyter
14 7 (0.13%) Sitecore CMS
15 6 (0.11%) Oracle Self-Service HR
15 6 (0.11%) Oracle SOA Suite
Applications
1 306 (5.82%) Microsoft Excel
2 226 (4.30%) Microsoft Office
3 111 (2.11%) Microsoft PowerPoint
4 73 (1.39%) Microsoft Project
5 72 (1.37%) MS Visio
6 32 (0.61%) Spreadsheet
7 24 (0.46%) Chatbot
8 17 (0.32%) Adobe Creative Suite
9 14 (0.27%) Sketch
10 10 (0.19%) AutoCAD
11 9 (0.17%) CATIA
12 7 (0.13%) Adobe XD
12 7 (0.13%) Photoshop
12 7 (0.13%) Revit
12 7 (0.13%) Trello
13 5 (0.095%) Maya
14 4 (0.076%) Acrobat
14 4 (0.076%) Adobe After Effects
14 4 (0.076%) CPLEX
15 3 (0.057%) Adobe Illustrator
Business Applications
1 127 (2.41%) SAP S/4HANA
2 37 (0.70%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 18 (0.34%) Aladdin
5 17 (0.32%) Remedy ITSM
6 16 (0.30%) Oracle ERP
6 16 (0.30%) Payment Gateway
7 14 (0.27%) SAP GRC
7 14 (0.27%) Workday HCM
8 13 (0.25%) Sparx Enterprise Architect
8 13 (0.25%) Teamcenter
9 12 (0.23%) NEC Housing
9 12 (0.23%) Oracle Payables
9 12 (0.23%) SAP SD
10 9 (0.17%) iTrent
10 9 (0.17%) NetSuite
11 8 (0.15%) Oracle Assets
11 8 (0.15%) SAP FI
12 7 (0.13%) SAP MM
12 7 (0.13%) Summit
Cloud Services
1 1,065 (20.25%) Azure
2 780 (14.83%) AWS
3 404 (7.68%) Power Platform
4 357 (6.79%) Microsoft 365
5 328 (6.24%) GCP
6 235 (4.47%) Azure DevOps
7 199 (3.78%) GitHub
8 167 (3.18%) Entra ID
9 137 (2.61%) Serverless
10 129 (2.45%) SaaS
11 99 (1.88%) GitHub Actions
12 81 (1.54%) Amazon S3
13 79 (1.50%) Dynamics 365
14 75 (1.43%) OpenShift
15 73 (1.39%) AWS Lambda
15 73 (1.39%) Snowflake
16 72 (1.37%) Power Automate
17 67 (1.27%) Azure Data Factory
18 65 (1.24%) PowerApps
19 49 (0.93%) PaaS
Communications & Networking
1 197 (3.75%) DNS
2 168 (3.19%) Firewall
3 117 (2.22%) TCP/IP
4 111 (2.11%) VPN
5 109 (2.07%) WAN
6 105 (2.00%) DHCP
7 89 (1.69%) Network Security
8 85 (1.62%) SAN
9 81 (1.54%) LAN
10 68 (1.29%) Wi-Fi
11 49 (0.93%) VLAN
12 46 (0.87%) BGP
13 44 (0.84%) SD-WAN
14 41 (0.78%) OSPF
15 34 (0.65%) Wireless
16 32 (0.61%) VoIP
17 28 (0.53%) VXLAN
18 26 (0.49%) MPLS
19 23 (0.44%) Internet
19 23 (0.44%) NAS
Database & Business Intelligence
1 314 (5.97%) Power BI
2 204 (3.88%) SQL Server
3 157 (2.99%) Data Warehouse
4 134 (2.55%) Relational Database
5 131 (2.49%) PostgreSQL
6 108 (2.05%) Metadata
7 97 (1.84%) MongoDB
8 90 (1.71%) Tableau
9 83 (1.58%) NoSQL
10 80 (1.52%) Data Lake
11 76 (1.45%) Big Data
12 57 (1.08%) Oracle Reports
13 52 (0.99%) MySQL
13 52 (0.99%) Oracle Database
14 49 (0.93%) SQL Server Integration Services
15 37 (0.70%) Hadoop
16 29 (0.55%) Amazon RDS
17 28 (0.53%) Delta Lake
18 27 (0.51%) Azure SQL Database
18 27 (0.51%) Power Query
Development Applications
1 498 (9.47%) JIRA
2 295 (5.61%) Git
3 182 (3.46%) Jenkins
4 127 (2.41%) GitLab
5 66 (1.25%) Selenium
6 40 (0.76%) Postman
7 31 (0.59%) REST Assured
8 29 (0.55%) Cucumber
9 25 (0.48%) Bitbucket
10 23 (0.44%) JUnit
11 22 (0.42%) Cypress.io
12 17 (0.32%) JMeter
12 17 (0.32%) Sonatype Nexus
12 17 (0.32%) WebDriver
13 16 (0.30%) Mockito
13 16 (0.30%) SonarQube
14 14 (0.27%) Maven
15 13 (0.25%) Zephyr
16 12 (0.23%) Gatling
17 11 (0.21%) Rational Rhapsody
General
1 2,730 (51.91%) Social Skills
2 2,027 (38.54%) Analytical Skills
3 1,218 (23.16%) Finance
4 484 (9.20%) Public Sector
5 401 (7.63%) Banking
6 222 (4.22%) Organisational Skills
7 187 (3.56%) Retail
8 185 (3.52%) Documentation Skills
9 150 (2.85%) Legal
10 125 (2.38%) Inclusion and Diversity
11 109 (2.07%) Presentation Skills
12 108 (2.05%) Influencing Skills
13 103 (1.96%) Manufacturing
14 101 (1.92%) Front Office
15 95 (1.81%) Marketing
16 91 (1.73%) Telecoms
17 84 (1.60%) Investment Banking
18 70 (1.33%) Back Office
19 63 (1.20%) Law
20 54 (1.03%) Aerospace
Job Titles
1 730 (13.88%) Analyst
2 601 (11.43%) Developer
3 447 (8.50%) Senior
4 364 (6.92%) Architect
5 327 (6.22%) Lead
6 287 (5.46%) Business Analyst
7 266 (5.06%) Consultant
8 235 (4.47%) Data Engineer
9 189 (3.59%) Project Manager
10 145 (2.76%) Support Engineer
11 144 (2.74%) IT Support
12 128 (2.43%) Data Analyst
13 108 (2.05%) Administrator
14 104 (1.98%) IT Engineer
15 102 (1.94%) Solutions Architect
16 101 (1.92%) Java Developer
17 98 (1.86%) Software Engineer
18 94 (1.79%) Network Engineer
19 93 (1.77%) Infrastructure Engineer
20 79 (1.50%) Support Analyst
Libraries, Frameworks & Software Standards
1 307 (5.84%) REST
2 156 (2.97%) .NET
3 145 (2.76%) Kafka
4 141 (2.68%) SOAP
5 137 (2.61%) React
6 133 (2.53%) RESTful
7 128 (2.43%) Spring
8 126 (2.40%) CSS
9 117 (2.22%) HTML
10 104 (1.98%) Middleware
11 98 (1.86%) Node.js
12 97 (1.84%) JSON
13 95 (1.81%) AngularJS
14 94 (1.79%) Spring Boot
15 91 (1.73%) LDAP
16 87 (1.65%) XML
17 74 (1.41%) PySpark
18 61 (1.16%) Web Services
19 60 (1.14%) OAuth
20 49 (0.93%) Oracle Fusion
Miscellaneous
1 265 (5.04%) Product Ownership
2 230 (4.37%) Onboarding
3 209 (3.97%) Data Centre
4 207 (3.94%) Cloud Native
5 167 (3.18%) Self-Motivation
6 148 (2.81%) Analytical Mindset
7 142 (2.70%) Management Information System
8 129 (2.45%) Legacy Systems
9 121 (2.30%) Distributed Systems
10 117 (2.22%) Data Protection Act
11 113 (2.15%) Virtual Team
12 111 (2.11%) Enterprise Software
13 98 (1.86%) Data Structures
14 70 (1.33%) Driving Licence
14 70 (1.33%) Security Posture
15 62 (1.18%) Algorithms
16 59 (1.12%) AI Agents
17 50 (0.95%) Foreign Exchange (FX)
18 49 (0.93%) Derivative
18 49 (0.93%) Mobile App
Operating Systems
1 615 (11.69%) Windows
2 297 (5.65%) Linux
3 116 (2.21%) Windows Server
4 113 (2.15%) Windows 10
5 105 (2.00%) Unix
6 90 (1.71%) Android
7 85 (1.62%) Apple iOS
8 79 (1.50%) Mac OS
9 53 (1.01%) Red Hat Enterprise Linux
10 22 (0.42%) Ubuntu
11 15 (0.29%) VMS
12 14 (0.27%) CentOS
13 13 (0.25%) Windows Server 2019
14 11 (0.21%) zOS
15 9 (0.17%) Windows 7
16 8 (0.15%) Mac OS X
17 7 (0.13%) Debian
18 6 (0.11%) Solaris
19 5 (0.095%) Windows Server 2012
20 4 (0.076%) HPUX
Processes & Methodologies
1 1,398 (26.58%) Agile
2 854 (16.24%) CI/CD
3 826 (15.71%) Continuous Improvement
4 777 (14.77%) DevOps
5 766 (14.57%) Stakeholder Management
6 592 (11.26%) AI
7 585 (11.12%) Decision-Making
8 565 (10.74%) Migration
9 563 (10.71%) Analytics
10 464 (8.82%) Stakeholder Engagement
11 462 (8.78%) Customer Service
12 447 (8.50%) Data Modelling
13 440 (8.37%) Project Management
14 433 (8.23%) ITIL
15 423 (8.04%) Validation
16 410 (7.80%) Business Intelligence
17 382 (7.26%) Test Automation
18 353 (6.71%) Scrum
19 350 (6.66%) Change Management
20 318 (6.05%) Computer Science
Programming Languages
1 937 (17.82%) Python
2 912 (17.34%) SQL
3 411 (7.82%) Java
4 320 (6.08%) PowerShell
5 268 (5.10%) JavaScript
6 199 (3.78%) C#
7 143 (2.72%) TypeScript
8 119 (2.26%) Bash
9 76 (1.45%) C++
10 74 (1.41%) PL/SQL
11 57 (1.08%) Shell Script
12 47 (0.89%) Go
13 40 (0.76%) R
14 37 (0.70%) Bicep
14 37 (0.70%) C
15 36 (0.68%) T-SQL
16 35 (0.67%) Perl
17 34 (0.65%) Apex Code
18 32 (0.61%) Data Analysis Expressions
19 30 (0.57%) Scala
Qualifications
1 1,107 (21.05%) Security Cleared
2 753 (14.32%) SC Cleared
3 641 (12.19%) Degree
4 198 (3.76%) Computer Science Degree
5 192 (3.65%) DV Cleared
6 165 (3.14%) BPSS Clearance
7 136 (2.59%) Cisco Certification
8 130 (2.47%) Microsoft Certification
9 93 (1.77%) CISSP
10 83 (1.58%) PMP
11 78 (1.48%) CCNA
12 76 (1.45%) PMI Certification
13 74 (1.41%) A+ Certification
13 74 (1.41%) Master's Degree
14 68 (1.29%) Network+ Certification
15 65 (1.24%) Azure Certification
16 62 (1.18%) CISM
17 58 (1.10%) MCSE
18 43 (0.82%) CCNP
19 39 (0.74%) ITIL Certification
Quality Assurance & Compliance
1 349 (6.64%) Data Quality
2 273 (5.19%) QA
3 149 (2.83%) GDPR
4 115 (2.19%) Accessibility
5 95 (1.81%) SLA
6 92 (1.75%) ISO/IEC 27001
7 87 (1.65%) PMO
8 75 (1.43%) NIST
9 54 (1.03%) GRC
10 28 (0.53%) WCAG
11 27 (0.51%) Actionable Recommendations
11 27 (0.51%) PCI DSS
12 25 (0.48%) Sarbanes-Oxley
13 18 (0.34%) ISO 20022
14 15 (0.29%) NCSC
15 14 (0.27%) COBIT
15 14 (0.27%) PSD2
16 13 (0.25%) Cyber Essentials
17 12 (0.23%) HIPAA
17 12 (0.23%) IFRS
System Software
1 386 (7.34%) Active Directory
2 322 (6.12%) Docker
3 109 (2.07%) VMware Infrastructure
4 41 (0.78%) vSphere
5 38 (0.72%) VMware NSX
6 36 (0.68%) Hyper-V
7 28 (0.53%) VMware ESXi
8 26 (0.49%) Virtual Desktop
9 21 (0.40%) Virtual Machines
10 20 (0.38%) Firmware
11 19 (0.36%) vCloud
12 11 (0.21%) Squid
13 8 (0.15%) Oracle RAC
14 7 (0.13%) IAG
15 5 (0.095%) RACF
16 4 (0.076%) ACF2
16 4 (0.076%) Microsoft App-V
16 4 (0.076%) NFS
16 4 (0.076%) Snort
17 3 (0.057%) SRDF
Systems Management
1 402 (7.64%) Kubernetes
2 279 (5.31%) Terraform
3 181 (3.44%) Ansible
4 129 (2.45%) Microsoft Intune
5 114 (2.17%) Grafana
6 98 (1.86%) Prometheus
7 75 (1.43%) SCCM
8 46 (0.87%) vCenter Server
9 42 (0.80%) FortiGate
9 42 (0.80%) Single Sign-On
10 27 (0.51%) Kibana
11 23 (0.44%) Control-M
11 23 (0.44%) Puppet
12 22 (0.42%) Nessus
13 21 (0.40%) Argo
14 17 (0.32%) IBM Guardium
15 16 (0.30%) Active Directory Federation Services
16 15 (0.29%) SCOM
17 12 (0.23%) WSUS
18 10 (0.19%) NetBackup
Vendors
1 972 (18.48%) Microsoft
2 341 (6.48%) Oracle
3 304 (5.78%) SAP
4 257 (4.89%) ServiceNow
5 184 (3.50%) VMware
6 146 (2.78%) Google
7 145 (2.76%) Databricks
8 130 (2.47%) Splunk
9 128 (2.43%) Cisco
10 114 (2.17%) Salesforce
11 84 (1.60%) Dell
12 69 (1.31%) CyberArk
13 65 (1.24%) Workday
14 64 (1.22%) Red Hat
15 63 (1.20%) BeyondTrust
16 62 (1.18%) Adobe
17 48 (0.91%) Citrix
18 47 (0.89%) F5
18 47 (0.89%) Palo Alto
19 46 (0.87%) HP