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 6 June 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Jun 2026
Same period 2025 Same period 2024
Rank 14 5 10
Rank change year-on-year -9 +5 +7
Contract jobs citing Problem-Solving 5,201 4,994 4,651
As % of all contract jobs in the UK 10.53% 17.20% 10.80%
As % of the Processes & Methodologies category 12.43% 18.90% 12.65%
Number of daily rates quoted 3,032 3,097 2,824
10th Percentile £263 £250 £250
25th Percentile £387 £385 £387
Median daily rate (50th Percentile) £494 £500 £500
Median % change year-on-year -1.30% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £713 £700 £725
UK excluding London median daily rate £457 £467 £475
% change year-on-year -2.04% -1.79% -5.00%
Number of hourly rates quoted 392 263 426
10th Percentile £13.10 £14.20 £11.07
25th Percentile £14.21 £15.50 £13.86
Median hourly rate £20.48 £22.14 £16.23
Median % change year-on-year -7.52% +36.41% -69.03%
75th Percentile £40.19 £36.50 £33.05
90th Percentile £74.00 £65.25 £61.60
UK excluding London median hourly rate £18.50 £21.24 £15.00
% change year-on-year -12.90% +41.60% -71.43%

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 41,843 26,418 36,777
As % of all contract IT jobs advertised in the UK 84.72% 90.98% 85.39%
Number of daily rates quoted 26,135 16,804 23,539
10th Percentile £325 £300 £300
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £513 £510 £525
Median % change year-on-year +0.49% -2.86% -4.55%
75th Percentile £615 £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 2,505 1,141 2,540
10th Percentile £14.68 £14.20 £12.75
25th Percentile £20.00 £17.87 £16.00
Median hourly rate £43.96 £27.76 £36.50
Median % change year-on-year +58.36% -23.95% +1.39%
75th Percentile £68.00 £56.00 £60.75
90th Percentile £81.24 £73.75 £72.50
UK excluding London median hourly rate £45.78 £25.15 £38.12
% change year-on-year +82.03% -34.02% +8.91%

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 6 June 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 6 June 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 6 June 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 -9 4,448 £500 - 3,758
UK excluding London -5 2,777 £457 -2.04% 2,792
London -12 1,894 £520 +0.97% 1,374
Work from Home -5 1,462 £488 -2.50% 1,659
North of England -10 711 £450 -5.26% 718
South East -6 662 £488 -2.50% 786
Midlands -10 497 £463 +6.99% 422
West Midlands -10 352 £471 +4.56% 261
North West -9 337 £444 -6.53% 409
Yorkshire -6 334 £460 -3.16% 231
South West -3 317 £500 -1.23% 330
Scotland -3 280 £438 -5.91% 142
East of England -2 241 £450 -4.26% 305
East Midlands -2 144 £443 +20.41% 163
Wales -2 68 £413 +10.00% 59
North East -13 46 £375 -16.67% 90
Northern Ireland -4 23 £380 +4.83% 113
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
1 219 (4.21%) Confluence
2 149 (2.86%) SharePoint
3 84 (1.62%) Microsoft Exchange
4 76 (1.46%) Apache Spark
5 48 (0.92%) Apache
5 48 (0.92%) Apache Airflow
6 42 (0.81%) SAS
7 32 (0.62%) CMS
8 24 (0.46%) Oracle Workflow
9 13 (0.25%) nginx
9 13 (0.25%) WebLogic
10 11 (0.21%) CICS
11 10 (0.19%) Adobe Experience Manager
11 10 (0.19%) ArcGIS
12 8 (0.15%) Camunda
12 8 (0.15%) Tomcat
13 7 (0.13%) Jupyter
13 7 (0.13%) Sitecore CMS
14 6 (0.12%) Oracle Self-Service HR
14 6 (0.12%) WebSphere
Applications
1 302 (5.81%) Microsoft Excel
2 215 (4.13%) Microsoft Office
3 107 (2.06%) Microsoft PowerPoint
4 71 (1.37%) MS Visio
5 70 (1.35%) Microsoft Project
6 32 (0.62%) Spreadsheet
7 24 (0.46%) Chatbot
8 19 (0.37%) Adobe Creative Suite
9 15 (0.29%) Sketch
10 10 (0.19%) AutoCAD
10 10 (0.19%) CATIA
11 8 (0.15%) Revit
12 7 (0.13%) Adobe XD
12 7 (0.13%) Trello
13 6 (0.12%) Photoshop
14 5 (0.096%) CPLEX
14 5 (0.096%) Maya
15 4 (0.077%) Acrobat
15 4 (0.077%) Adobe After Effects
15 4 (0.077%) Final Cut Pro
Business Applications
1 128 (2.46%) SAP S/4HANA
2 38 (0.73%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 18 (0.35%) Aladdin
4 18 (0.35%) Remedy ITSM
5 17 (0.33%) Oracle ERP
6 16 (0.31%) Payment Gateway
7 15 (0.29%) Workday HCM
8 14 (0.27%) SAP GRC
9 13 (0.25%) Oracle Payables
9 13 (0.25%) Teamcenter
10 12 (0.23%) SAP SD
10 12 (0.23%) Sparx Enterprise Architect
11 11 (0.21%) NEC Housing
12 9 (0.17%) iTrent
12 9 (0.17%) NetSuite
13 8 (0.15%) Oracle Assets
13 8 (0.15%) SAP FI
14 7 (0.13%) Oracle Subledger Accounting
14 7 (0.13%) Salesforce CRM
Cloud Services
1 1,052 (20.23%) Azure
2 772 (14.84%) AWS
3 394 (7.58%) Power Platform
4 359 (6.90%) Microsoft 365
5 317 (6.09%) GCP
6 232 (4.46%) Azure DevOps
7 195 (3.75%) GitHub
8 167 (3.21%) Entra ID
9 137 (2.63%) Serverless
10 132 (2.54%) SaaS
11 98 (1.88%) GitHub Actions
12 83 (1.60%) Amazon S3
13 76 (1.46%) AWS Lambda
14 75 (1.44%) Dynamics 365
15 70 (1.35%) Snowflake
16 67 (1.29%) Power Automate
17 66 (1.27%) Azure Data Factory
18 65 (1.25%) OpenShift
19 59 (1.13%) PowerApps
20 49 (0.94%) Google Workspace
Communications & Networking
1 195 (3.75%) DNS
2 163 (3.13%) Firewall
3 120 (2.31%) TCP/IP
4 112 (2.15%) VPN
5 108 (2.08%) WAN
6 103 (1.98%) DHCP
7 86 (1.65%) Network Security
8 82 (1.58%) SAN
9 81 (1.56%) LAN
10 69 (1.33%) Wi-Fi
11 52 (1.00%) VLAN
12 47 (0.90%) BGP
13 44 (0.85%) SD-WAN
14 42 (0.81%) OSPF
15 33 (0.63%) VoIP
15 33 (0.63%) Wireless
16 28 (0.54%) VXLAN
17 26 (0.50%) MPLS
18 23 (0.44%) Internet
18 23 (0.44%) NAS
Database & Business Intelligence
1 306 (5.88%) Power BI
2 201 (3.86%) SQL Server
3 151 (2.90%) Data Warehouse
4 136 (2.61%) Relational Database
5 130 (2.50%) PostgreSQL
6 103 (1.98%) Metadata
7 101 (1.94%) MongoDB
8 86 (1.65%) Tableau
9 84 (1.62%) NoSQL
10 79 (1.52%) Data Lake
11 74 (1.42%) Big Data
12 54 (1.04%) Oracle Reports
13 51 (0.98%) Oracle Database
14 49 (0.94%) MySQL
15 47 (0.90%) SQL Server Integration Services
16 36 (0.69%) Hadoop
17 30 (0.58%) Amazon RDS
18 28 (0.54%) Delta Lake
19 27 (0.52%) Azure SQL Database
19 27 (0.52%) Power Query
Development Applications
1 499 (9.59%) JIRA
2 288 (5.54%) Git
3 175 (3.36%) Jenkins
4 128 (2.46%) GitLab
5 67 (1.29%) Selenium
6 40 (0.77%) Postman
7 32 (0.62%) REST Assured
8 27 (0.52%) Bitbucket
8 27 (0.52%) Cucumber
9 22 (0.42%) Cypress.io
9 22 (0.42%) JUnit
10 17 (0.33%) JMeter
10 17 (0.33%) Sonatype Nexus
10 17 (0.33%) WebDriver
11 16 (0.31%) Mockito
11 16 (0.31%) SonarQube
12 14 (0.27%) Maven
12 14 (0.27%) Zephyr
13 12 (0.23%) Gatling
14 11 (0.21%) Rational Rhapsody
General
1 2,721 (52.32%) Social Skills
2 2,031 (39.05%) Analytical Skills
3 1,207 (23.21%) Finance
4 477 (9.17%) Public Sector
5 398 (7.65%) Banking
6 215 (4.13%) Organisational Skills
7 188 (3.61%) Retail
8 184 (3.54%) Documentation Skills
9 150 (2.88%) Legal
10 129 (2.48%) Inclusion and Diversity
11 107 (2.06%) Presentation Skills
12 105 (2.02%) Manufacturing
13 103 (1.98%) Influencing Skills
14 102 (1.96%) Front Office
15 92 (1.77%) Marketing
16 88 (1.69%) Telecoms
17 82 (1.58%) Investment Banking
18 75 (1.44%) Back Office
19 63 (1.21%) Law
20 55 (1.06%) Aerospace
Job Titles
1 728 (14.00%) Analyst
2 579 (11.13%) Developer
3 439 (8.44%) Senior
4 364 (7.00%) Architect
5 334 (6.42%) Lead
6 287 (5.52%) Business Analyst
7 257 (4.94%) Consultant
8 232 (4.46%) Data Engineer
9 186 (3.58%) Project Manager
10 154 (2.96%) IT Support
11 151 (2.90%) Support Engineer
12 122 (2.35%) Data Analyst
13 110 (2.11%) Administrator
14 109 (2.10%) IT Engineer
15 103 (1.98%) Solutions Architect
16 98 (1.88%) Java Developer
17 97 (1.87%) Software Engineer
18 94 (1.81%) Network Engineer
19 90 (1.73%) Infrastructure Engineer
20 81 (1.56%) Support Analyst
Libraries, Frameworks & Software Standards
1 306 (5.88%) REST
2 158 (3.04%) .NET
3 145 (2.79%) Kafka
4 137 (2.63%) SOAP
5 136 (2.61%) React
6 129 (2.48%) RESTful
7 125 (2.40%) CSS
8 124 (2.38%) Spring
9 114 (2.19%) HTML
10 104 (2.00%) Middleware
11 98 (1.88%) JSON
12 92 (1.77%) AngularJS
13 91 (1.75%) Spring Boot
14 90 (1.73%) LDAP
14 90 (1.73%) Node.js
15 86 (1.65%) XML
16 76 (1.46%) PySpark
17 62 (1.19%) Web Services
18 56 (1.08%) OAuth
19 47 (0.90%) Oracle Fusion
Miscellaneous
1 255 (4.90%) Product Ownership
2 235 (4.52%) Onboarding
3 208 (4.00%) Cloud Native
4 205 (3.94%) Data Centre
5 170 (3.27%) Self-Motivation
6 148 (2.85%) Analytical Mindset
7 138 (2.65%) Management Information System
8 131 (2.52%) Legacy Systems
9 121 (2.33%) Data Protection Act
9 121 (2.33%) Distributed Systems
10 119 (2.29%) Enterprise Software
11 114 (2.19%) Virtual Team
12 95 (1.83%) Data Structures
13 73 (1.40%) Security Posture
14 68 (1.31%) Driving Licence
15 64 (1.23%) Algorithms
16 59 (1.13%) AI Agents
17 51 (0.98%) Foreign Exchange (FX)
18 47 (0.90%) Mobile App
19 46 (0.88%) Derivative
Operating Systems
1 629 (12.09%) Windows
2 282 (5.42%) Linux
3 120 (2.31%) Windows Server
4 114 (2.19%) Windows 10
5 103 (1.98%) Unix
6 89 (1.71%) Android
7 86 (1.65%) Apple iOS
8 85 (1.63%) Mac OS
9 51 (0.98%) Red Hat Enterprise Linux
10 20 (0.38%) Ubuntu
11 14 (0.27%) CentOS
11 14 (0.27%) VMS
12 13 (0.25%) Windows Server 2019
13 10 (0.19%) zOS
14 9 (0.17%) Windows 7
15 8 (0.15%) Mac OS X
16 6 (0.12%) Solaris
17 5 (0.096%) Debian
17 5 (0.096%) Windows Server 2012
18 4 (0.077%) Rocky
Processes & Methodologies
1 1,379 (26.51%) Agile
2 845 (16.25%) CI/CD
3 835 (16.05%) Continuous Improvement
4 777 (14.94%) Stakeholder Management
5 768 (14.77%) DevOps
6 589 (11.32%) AI
7 573 (11.02%) Decision-Making
8 559 (10.75%) Migration
9 550 (10.57%) Analytics
10 471 (9.06%) Customer Service
11 466 (8.96%) Stakeholder Engagement
12 442 (8.50%) ITIL
13 438 (8.42%) Data Modelling
14 423 (8.13%) Project Management
15 420 (8.08%) Validation
16 402 (7.73%) Business Intelligence
17 384 (7.38%) Test Automation
18 361 (6.94%) Scrum
19 339 (6.52%) Change Management
20 310 (5.96%) Computer Science
Programming Languages
1 923 (17.75%) Python
2 909 (17.48%) SQL
3 403 (7.75%) Java
4 323 (6.21%) PowerShell
5 265 (5.10%) JavaScript
6 196 (3.77%) C#
7 136 (2.61%) TypeScript
8 111 (2.13%) Bash
9 75 (1.44%) C++
10 74 (1.42%) PL/SQL
11 52 (1.00%) Shell Script
12 44 (0.85%) Go
13 38 (0.73%) C
13 38 (0.73%) R
14 35 (0.67%) Perl
14 35 (0.67%) T-SQL
15 33 (0.63%) Bicep
16 32 (0.62%) Apex Code
17 31 (0.60%) Data Analysis Expressions
18 29 (0.56%) Scala
Qualifications
1 1,107 (21.28%) Security Cleared
2 752 (14.46%) SC Cleared
3 631 (12.13%) Degree
4 197 (3.79%) Computer Science Degree
5 190 (3.65%) DV Cleared
6 161 (3.10%) BPSS Clearance
7 140 (2.69%) Cisco Certification
8 135 (2.60%) Microsoft Certification
9 94 (1.81%) CISSP
10 84 (1.62%) PMP
11 78 (1.50%) CCNA
12 76 (1.46%) PMI Certification
13 75 (1.44%) A+ Certification
14 72 (1.38%) Master's Degree
15 67 (1.29%) Network+ Certification
16 65 (1.25%) Azure Certification
17 63 (1.21%) CISM
18 59 (1.13%) MCSE
19 44 (0.85%) CCNP
20 40 (0.77%) ITIL Certification
Quality Assurance & Compliance
1 341 (6.56%) Data Quality
2 272 (5.23%) QA
3 148 (2.85%) GDPR
4 121 (2.33%) Accessibility
5 94 (1.81%) SLA
6 92 (1.77%) ISO/IEC 27001
7 84 (1.62%) PMO
8 75 (1.44%) NIST
9 54 (1.04%) GRC
10 28 (0.54%) WCAG
11 26 (0.50%) Actionable Recommendations
11 26 (0.50%) PCI DSS
12 24 (0.46%) Sarbanes-Oxley
13 18 (0.35%) ISO 20022
14 16 (0.31%) COBIT
15 15 (0.29%) NCSC
16 14 (0.27%) PSD2
17 13 (0.25%) Cyber Essentials
18 12 (0.23%) HL7
18 12 (0.23%) ISO 8583
System Software
1 391 (7.52%) Active Directory
2 319 (6.13%) Docker
3 109 (2.10%) VMware Infrastructure
4 43 (0.83%) vSphere
5 39 (0.75%) VMware NSX
6 34 (0.65%) Hyper-V
7 33 (0.63%) VMware ESXi
8 26 (0.50%) Virtual Desktop
9 22 (0.42%) Virtual Machines
10 21 (0.40%) Firmware
11 19 (0.37%) vCloud
12 11 (0.21%) Squid
13 7 (0.13%) IAG
13 7 (0.13%) Oracle RAC
14 4 (0.077%) ACF2
14 4 (0.077%) Microsoft App-V
14 4 (0.077%) NFS
14 4 (0.077%) RACF
14 4 (0.077%) Snort
15 3 (0.058%) SRDF
Systems Management
1 395 (7.59%) Kubernetes
2 274 (5.27%) Terraform
3 173 (3.33%) Ansible
4 134 (2.58%) Microsoft Intune
5 112 (2.15%) Grafana
6 96 (1.85%) Prometheus
7 80 (1.54%) SCCM
8 50 (0.96%) vCenter Server
9 43 (0.83%) Single Sign-On
10 42 (0.81%) FortiGate
11 25 (0.48%) Kibana
12 23 (0.44%) Control-M
13 22 (0.42%) Nessus
14 21 (0.40%) Argo
15 19 (0.37%) Puppet
16 17 (0.33%) IBM Guardium
16 17 (0.33%) SCOM
17 15 (0.29%) Active Directory Federation Services
18 14 (0.27%) WSUS
19 11 (0.21%) Jamf Pro
Vendors
1 966 (18.57%) Microsoft
2 338 (6.50%) Oracle
3 305 (5.86%) SAP
4 266 (5.11%) ServiceNow
5 181 (3.48%) VMware
6 152 (2.92%) Google
7 144 (2.77%) Databricks
8 126 (2.42%) Cisco
8 126 (2.42%) Splunk
9 116 (2.23%) Salesforce
10 81 (1.56%) Dell
11 69 (1.33%) CyberArk
12 68 (1.31%) Workday
13 63 (1.21%) BeyondTrust
14 62 (1.19%) Adobe
15 60 (1.15%) Red Hat
16 52 (1.00%) Citrix
17 47 (0.90%) HP
17 47 (0.90%) MuleSoft
17 47 (0.90%) Palo Alto