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

6 months to
11 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 5,232 5,051 4,704
As % of all contract jobs in the UK 10.49% 17.20% 10.78%
As % of the Processes & Methodologies category 12.37% 18.90% 12.65%
Number of daily rates quoted 3,044 3,140 2,849
10th Percentile £263 £250 £250
25th Percentile £388 £381 £381
Median daily rate (50th Percentile) £494 £500 £500
Median % change year-on-year -1.30% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £715 £700 £725
UK excluding London median daily rate £456 £469 £475
% change year-on-year -2.68% -1.26% -3.06%
Number of hourly rates quoted 401 269 433
10th Percentile £13.00 £14.20 £11.07
25th Percentile £14.10 £15.50 £14.00
Median hourly rate £20.44 £22.14 £16.23
Median % change year-on-year -7.68% +36.41% -69.09%
75th Percentile £39.00 £38.00 £33.00
90th Percentile £74.00 £65.40 £61.60
UK excluding London median hourly rate £18.75 £20.00 £15.00
% change year-on-year -6.25% +33.33% -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 42,291 26,731 37,187
As % of all contract IT jobs advertised in the UK 84.76% 91.01% 85.22%
Number of daily rates quoted 26,385 16,984 23,772
10th Percentile £325 £300 £300
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £513 £508 £525
Median % change year-on-year +0.99% -3.33% -4.55%
75th Percentile £619 £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 2,541 1,182 2,587
10th Percentile £14.68 £14.20 £12.75
25th Percentile £20.00 £17.87 £16.00
Median hourly rate £43.96 £27.28 £36.50
Median % change year-on-year +61.14% -25.26% +1.39%
75th Percentile £68.00 £56.00 £61.16
90th Percentile £81.25 £73.75 £72.50
UK excluding London median hourly rate £45.00 £25.15 £38.12
% change year-on-year +78.93% -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 11 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 11 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 11 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 4,477 £500 - 2,965
UK excluding London -5 2,789 £456 -2.68% 2,474
London -12 1,914 £520 +0.97% 859
Work from Home -5 1,473 £490 -2.00% 1,253
North of England -10 709 £450 -5.26% 617
South East -6 671 £488 -2.50% 748
Midlands -10 500 £465 +7.39% 393
West Midlands -10 355 £472 +4.19% 232
North West -10 340 £433 -8.95% 355
Yorkshire -6 328 £455 -4.16% 189
South West -4 319 £500 - 295
Scotland -3 286 £438 -6.12% 106
East of England -2 242 £450 -3.64% 298
East Midlands -2 144 £444 +20.91% 163
Wales -2 65 £468 +24.67% 41
North East -15 47 £375 -16.67% 83
Northern Ireland -5 24 £380 +4.83% 64
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
1 217 (4.15%) Confluence
2 153 (2.92%) SharePoint
3 85 (1.62%) Microsoft Exchange
4 77 (1.47%) Apache Spark
5 48 (0.92%) Apache
5 48 (0.92%) Apache Airflow
6 41 (0.78%) SAS
7 32 (0.61%) CMS
8 25 (0.48%) Oracle Workflow
9 13 (0.25%) WebLogic
10 12 (0.23%) nginx
11 11 (0.21%) CICS
12 10 (0.19%) ArcGIS
13 9 (0.17%) Adobe Experience Manager
14 8 (0.15%) Camunda
14 8 (0.15%) Jupyter
14 8 (0.15%) Tomcat
15 7 (0.13%) Sitecore CMS
15 7 (0.13%) WebSphere
16 6 (0.11%) Oracle Self-Service HR
Applications
1 302 (5.77%) Microsoft Excel
2 212 (4.05%) Microsoft Office
3 108 (2.06%) Microsoft PowerPoint
4 71 (1.36%) MS Visio
5 66 (1.26%) Microsoft Project
6 32 (0.61%) Spreadsheet
7 24 (0.46%) Chatbot
8 21 (0.40%) Adobe Creative Suite
9 13 (0.25%) AutoCAD
10 12 (0.23%) Sketch
11 10 (0.19%) CATIA
11 10 (0.19%) Revit
12 7 (0.13%) Trello
13 6 (0.11%) CPLEX
13 6 (0.11%) Photoshop
14 5 (0.096%) Adobe After Effects
14 5 (0.096%) Final Cut Pro
14 5 (0.096%) Maya
15 4 (0.076%) Acrobat
16 3 (0.057%) Oracle Smart View
Business Applications
1 130 (2.48%) SAP S/4HANA
2 40 (0.76%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 19 (0.36%) Remedy ITSM
5 17 (0.32%) Aladdin
6 16 (0.31%) Oracle ERP
7 15 (0.29%) SAP GRC
7 15 (0.29%) Workday HCM
8 14 (0.27%) Payment Gateway
9 12 (0.23%) NetSuite
9 12 (0.23%) Oracle Payables
9 12 (0.23%) Sparx Enterprise Architect
10 11 (0.21%) NEC Housing
10 11 (0.21%) Teamcenter
11 10 (0.19%) SAP SD
12 9 (0.17%) iTrent
12 9 (0.17%) SAP HCM
13 8 (0.15%) Salesforce CRM
13 8 (0.15%) SAP FI
14 7 (0.13%) SAP CO
Cloud Services
1 1,063 (20.32%) Azure
2 794 (15.18%) AWS
3 397 (7.59%) Power Platform
4 362 (6.92%) Microsoft 365
5 319 (6.10%) GCP
6 232 (4.43%) Azure DevOps
7 192 (3.67%) GitHub
8 172 (3.29%) Entra ID
9 142 (2.71%) Serverless
10 134 (2.56%) SaaS
11 97 (1.85%) GitHub Actions
12 92 (1.76%) Amazon S3
13 83 (1.59%) AWS Lambda
14 74 (1.41%) Dynamics 365
15 71 (1.36%) Snowflake
16 69 (1.32%) Power Automate
17 65 (1.24%) Azure Data Factory
18 62 (1.19%) PowerApps
19 60 (1.15%) OpenShift
20 48 (0.92%) Google Workspace
Communications & Networking
1 198 (3.78%) DNS
2 161 (3.08%) Firewall
3 123 (2.35%) TCP/IP
4 113 (2.16%) VPN
5 108 (2.06%) WAN
6 106 (2.03%) DHCP
7 84 (1.61%) Network Security
8 82 (1.57%) SAN
9 80 (1.53%) LAN
10 72 (1.38%) Wi-Fi
11 51 (0.97%) VLAN
12 48 (0.92%) BGP
13 47 (0.90%) SD-WAN
14 43 (0.82%) OSPF
15 35 (0.67%) VoIP
16 32 (0.61%) Wireless
17 28 (0.54%) VXLAN
18 27 (0.52%) MPLS
19 23 (0.44%) Internet
19 23 (0.44%) NAS
Database & Business Intelligence
1 312 (5.96%) Power BI
2 202 (3.86%) SQL Server
3 155 (2.96%) Data Warehouse
4 139 (2.66%) Relational Database
5 135 (2.58%) PostgreSQL
6 106 (2.03%) MongoDB
7 103 (1.97%) Metadata
8 88 (1.68%) Data Lake
8 88 (1.68%) NoSQL
9 87 (1.66%) Tableau
10 76 (1.45%) Big Data
11 51 (0.97%) Oracle Reports
12 50 (0.96%) MySQL
13 49 (0.94%) Oracle Database
14 48 (0.92%) SQL Server Integration Services
15 36 (0.69%) Hadoop
16 31 (0.59%) Amazon RDS
17 27 (0.52%) Db2
17 27 (0.52%) Power Query
18 26 (0.50%) DynamoDB
Development Applications
1 496 (9.48%) JIRA
2 287 (5.49%) Git
3 177 (3.38%) Jenkins
4 127 (2.43%) GitLab
5 66 (1.26%) Selenium
6 42 (0.80%) Postman
7 35 (0.67%) REST Assured
8 29 (0.55%) Cucumber
9 27 (0.52%) Bitbucket
10 24 (0.46%) Cypress.io
11 22 (0.42%) JUnit
12 17 (0.32%) JMeter
12 17 (0.32%) WebDriver
13 16 (0.31%) Mockito
13 16 (0.31%) Sonatype Nexus
14 15 (0.29%) SonarQube
15 14 (0.27%) Zephyr
16 13 (0.25%) Maven
17 12 (0.23%) Gatling
17 12 (0.23%) SpecFlow
General
1 2,732 (52.22%) Social Skills
2 2,033 (38.86%) Analytical Skills
3 1,211 (23.15%) Finance
4 473 (9.04%) Public Sector
5 394 (7.53%) Banking
6 207 (3.96%) Organisational Skills
7 187 (3.57%) Documentation Skills
7 187 (3.57%) Retail
8 150 (2.87%) Legal
9 136 (2.60%) Inclusion and Diversity
10 109 (2.08%) Manufacturing
11 107 (2.05%) Influencing Skills
12 103 (1.97%) Presentation Skills
13 101 (1.93%) Front Office
14 94 (1.80%) Marketing
15 92 (1.76%) Telecoms
16 85 (1.62%) Investment Banking
17 75 (1.43%) Back Office
18 61 (1.17%) Law
19 55 (1.05%) Aerospace
Job Titles
1 734 (14.03%) Analyst
2 592 (11.31%) Developer
3 449 (8.58%) Senior
4 364 (6.96%) Architect
5 336 (6.42%) Lead
6 285 (5.45%) Business Analyst
7 260 (4.97%) Consultant
8 234 (4.47%) Data Engineer
9 181 (3.46%) Project Manager
10 159 (3.04%) IT Support
11 153 (2.92%) Support Engineer
12 120 (2.29%) Data Analyst
13 116 (2.22%) Administrator
14 111 (2.12%) IT Engineer
15 105 (2.01%) Java Developer
15 105 (2.01%) Solutions Architect
16 96 (1.83%) Software Engineer
17 93 (1.78%) Network Engineer
18 88 (1.68%) Infrastructure Engineer
19 82 (1.57%) Support Analyst
Libraries, Frameworks & Software Standards
1 310 (5.93%) REST
2 159 (3.04%) .NET
3 149 (2.85%) Kafka
4 138 (2.64%) SOAP
5 136 (2.60%) React
6 130 (2.48%) Spring
7 124 (2.37%) RESTful
8 121 (2.31%) CSS
9 108 (2.06%) HTML
10 105 (2.01%) JSON
11 102 (1.95%) Middleware
12 95 (1.82%) Spring Boot
13 91 (1.74%) XML
14 89 (1.70%) LDAP
14 89 (1.70%) Node.js
15 88 (1.68%) AngularJS
16 74 (1.41%) PySpark
17 63 (1.20%) Web Services
18 57 (1.09%) OAuth
19 47 (0.90%) OpenTelemetry
Miscellaneous
1 253 (4.84%) Product Ownership
2 234 (4.47%) Onboarding
3 209 (3.99%) Cloud Native
3 209 (3.99%) Data Centre
4 177 (3.38%) Self-Motivation
5 147 (2.81%) Analytical Mindset
6 140 (2.68%) Management Information System
7 131 (2.50%) Legacy Systems
8 128 (2.45%) Distributed Systems
9 124 (2.37%) Enterprise Software
10 122 (2.33%) Data Protection Act
11 116 (2.22%) Virtual Team
12 99 (1.89%) Data Structures
13 72 (1.38%) Security Posture
14 69 (1.32%) Driving Licence
15 66 (1.26%) Algorithms
16 62 (1.19%) AI Agents
17 55 (1.05%) Foreign Exchange (FX)
18 51 (0.97%) Derivative
19 47 (0.90%) Mobile App
Operating Systems
1 634 (12.12%) Windows
2 284 (5.43%) Linux
3 120 (2.29%) Windows Server
4 114 (2.18%) Windows 10
5 104 (1.99%) Unix
6 88 (1.68%) Android
7 87 (1.66%) Mac OS
8 86 (1.64%) Apple iOS
9 48 (0.92%) Red Hat Enterprise Linux
10 22 (0.42%) Ubuntu
11 14 (0.27%) Windows Server 2019
12 13 (0.25%) CentOS
12 13 (0.25%) VMS
13 10 (0.19%) zOS
14 9 (0.17%) Windows 7
15 8 (0.15%) Mac OS X
16 6 (0.11%) Solaris
17 5 (0.096%) Debian
17 5 (0.096%) Windows Server 2012
18 4 (0.076%) Rocky
Processes & Methodologies
1 1,372 (26.22%) Agile
2 855 (16.34%) CI/CD
3 847 (16.19%) Continuous Improvement
4 788 (15.06%) Stakeholder Management
5 780 (14.91%) DevOps
6 604 (11.54%) AI
7 573 (10.95%) Decision-Making
8 567 (10.84%) Migration
9 557 (10.65%) Analytics
10 482 (9.21%) Customer Service
11 480 (9.17%) Stakeholder Engagement
12 448 (8.56%) ITIL
13 436 (8.33%) Data Modelling
14 428 (8.18%) Validation
15 413 (7.89%) Business Intelligence
16 411 (7.86%) Project Management
17 381 (7.28%) Test Automation
18 366 (7.00%) Scrum
19 343 (6.56%) Change Management
20 309 (5.91%) Roadmaps
Programming Languages
1 937 (17.91%) Python
2 926 (17.70%) SQL
3 412 (7.87%) Java
4 322 (6.15%) PowerShell
5 266 (5.08%) JavaScript
6 199 (3.80%) C#
7 136 (2.60%) TypeScript
8 107 (2.05%) Bash
9 81 (1.55%) PL/SQL
10 75 (1.43%) C++
11 53 (1.01%) Shell Script
12 45 (0.86%) Go
13 39 (0.75%) C
13 39 (0.75%) T-SQL
14 38 (0.73%) R
15 35 (0.67%) Perl
16 32 (0.61%) Apex Code
16 32 (0.61%) Data Analysis Expressions
17 30 (0.57%) Bicep
18 29 (0.55%) Scala
Qualifications
1 1,102 (21.06%) Security Cleared
2 757 (14.47%) SC Cleared
3 630 (12.04%) Degree
4 192 (3.67%) Computer Science Degree
5 187 (3.57%) DV Cleared
6 164 (3.13%) BPSS Clearance
7 139 (2.66%) Cisco Certification
8 138 (2.64%) Microsoft Certification
9 90 (1.72%) CISSP
10 80 (1.53%) PMP
11 78 (1.49%) CCNA
12 76 (1.45%) A+ Certification
13 74 (1.41%) PMI Certification
14 68 (1.30%) Azure Certification
15 67 (1.28%) Network+ Certification
16 66 (1.26%) Master's Degree
17 62 (1.19%) CISM
18 59 (1.13%) MCSE
19 42 (0.80%) CCNP
20 39 (0.75%) ITIL Certification
Quality Assurance & Compliance
1 354 (6.77%) Data Quality
2 273 (5.22%) QA
3 147 (2.81%) GDPR
4 120 (2.29%) Accessibility
5 97 (1.85%) SLA
6 92 (1.76%) ISO/IEC 27001
7 84 (1.61%) PMO
8 76 (1.45%) NIST
9 55 (1.05%) GRC
10 26 (0.50%) Actionable Recommendations
10 26 (0.50%) WCAG
11 24 (0.46%) Sarbanes-Oxley
12 23 (0.44%) PCI DSS
13 18 (0.34%) ISO 20022
14 16 (0.31%) COBIT
15 15 (0.29%) NCSC
16 14 (0.27%) PSD2
17 12 (0.23%) Cyber Essentials
17 12 (0.23%) HL7
18 11 (0.21%) HIPAA
System Software
1 397 (7.59%) Active Directory
2 320 (6.12%) Docker
3 111 (2.12%) VMware Infrastructure
4 45 (0.86%) vSphere
5 39 (0.75%) VMware NSX
6 35 (0.67%) Hyper-V
7 34 (0.65%) VMware ESXi
8 28 (0.54%) Virtual Desktop
9 24 (0.46%) Virtual Machines
10 21 (0.40%) Firmware
11 18 (0.34%) vCloud
12 11 (0.21%) Squid
13 7 (0.13%) IAG
13 7 (0.13%) Oracle RAC
14 4 (0.076%) ACF2
14 4 (0.076%) Microsoft App-V
14 4 (0.076%) NFS
14 4 (0.076%) RACF
14 4 (0.076%) Snort
15 3 (0.057%) BitLocker
Systems Management
1 391 (7.47%) Kubernetes
2 281 (5.37%) Terraform
3 170 (3.25%) Ansible
4 136 (2.60%) Microsoft Intune
5 109 (2.08%) Grafana
6 94 (1.80%) Prometheus
7 80 (1.53%) SCCM
8 48 (0.92%) vCenter Server
9 42 (0.80%) FortiGate
9 42 (0.80%) Single Sign-On
10 23 (0.44%) Control-M
11 22 (0.42%) Kibana
12 21 (0.40%) Argo
12 21 (0.40%) Nessus
13 19 (0.36%) Puppet
14 17 (0.32%) IBM Guardium
15 16 (0.31%) SCOM
16 15 (0.29%) Active Directory Federation Services
17 14 (0.27%) Jamf Pro
18 13 (0.25%) WSUS
Vendors
1 971 (18.56%) Microsoft
2 345 (6.59%) Oracle
3 307 (5.87%) SAP
4 278 (5.31%) ServiceNow
5 180 (3.44%) VMware
6 153 (2.92%) Google
7 141 (2.69%) Databricks
8 124 (2.37%) Cisco
8 124 (2.37%) Splunk
9 119 (2.27%) Salesforce
10 81 (1.55%) Dell
11 72 (1.38%) Workday
12 68 (1.30%) CyberArk
13 62 (1.19%) BeyondTrust
14 61 (1.17%) Adobe
15 60 (1.15%) Red Hat
16 52 (0.99%) Citrix
17 47 (0.90%) Dynatrace
18 46 (0.88%) F5
19 45 (0.86%) HP