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 21 May 2026, with comparisons to the same periods in the previous two years.

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 12 5 10
Rank change year-on-year -7 +5 +8
Contract jobs citing Problem-Solving 5,170 4,972 4,625
As % of all contract jobs in the UK 10.72% 17.08% 10.87%
As % of the Processes & Methodologies category 12.70% 18.76% 12.63%
Number of daily rates quoted 3,058 3,106 2,821
10th Percentile £272 £250 £250
25th Percentile £393 £388 £388
Median daily rate (50th Percentile) £488 £500 £500
Median % change year-on-year -2.50% - -4.76%
75th Percentile £594 £600 £625
90th Percentile £716 £700 £725
UK excluding London median daily rate £470 £473 £475
% change year-on-year -0.69% -0.37% -5.00%
Number of hourly rates quoted 359 250 416
10th Percentile £13.41 £14.20 £11.07
25th Percentile £14.64 £15.62 £13.85
Median hourly rate £21.00 £22.14 £16.50
Median % change year-on-year -5.15% +34.18% -67.00%
75th Percentile £42.38 £41.00 £35.18
90th Percentile £74.00 £66.00 £61.60
UK excluding London median hourly rate £18.25 £21.24 £15.00
% change year-on-year -14.08% +41.60% -69.51%

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 40,694 26,498 36,630
As % of all contract IT jobs advertised in the UK 84.34% 91.04% 86.11%
Number of daily rates quoted 25,533 17,004 23,615
10th Percentile £325 £303 £300
25th Percentile £413 £409 £413
Median daily rate (50th Percentile) £510 £513 £525
Median % change year-on-year -0.49% -2.38% -4.55%
75th Percentile £613 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £495 £475 £500
% change year-on-year +4.21% -5.00% -
Number of hourly rates quoted 2,389 1,106 2,441
10th Percentile £14.82 £14.35 £12.75
25th Percentile £19.91 £18.13 £16.00
Median hourly rate £42.50 £28.00 £36.50
Median % change year-on-year +51.79% -23.29% +1.39%
75th Percentile £67.50 £59.98 £60.00
90th Percentile £80.00 £75.00 £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 21 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 21 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 21 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 4,418 £500 - 3,143
UK excluding London -5 2,774 £470 -0.69% 2,559
London -13 1,858 £520 -0.95% 982
Work from Home -3 1,467 £475 -5.00% 1,276
North of England -8 738 £450 -8.16% 640
South East -6 643 £495 -1.00% 751
Midlands -7 494 £469 +6.65% 417
North West -7 348 £424 -13.74% 352
Yorkshire -7 348 £472 -0.63% 219
West Midlands -10 339 £475 +2.70% 260
South West -1 329 £500 -2.44% 283
Scotland -2 268 £443 -4.84% 124
East of England -3 229 £450 -3.64% 305
East Midlands -1 154 £445 +21.36% 157
Wales -2 71 £400 +20.78% 61
North East -9 50 £425 -16.26% 80
Northern Ireland -5 25 £449 +10.06% 50
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
1 214 (4.14%) Confluence
2 147 (2.84%) SharePoint
3 82 (1.59%) Microsoft Exchange
4 80 (1.55%) Apache Spark
5 51 (0.99%) Apache
6 45 (0.87%) Apache Airflow
6 45 (0.87%) SAS
7 29 (0.56%) CMS
8 21 (0.41%) Oracle Workflow
9 13 (0.25%) nginx
10 10 (0.19%) Adobe Experience Manager
10 10 (0.19%) WebLogic
11 9 (0.17%) ArcGIS
12 8 (0.15%) Tomcat
13 7 (0.14%) Camunda
13 7 (0.14%) CICS
13 7 (0.14%) Oracle SOA Suite
13 7 (0.14%) Sitecore CMS
14 6 (0.12%) Oracle Self-Service HR
15 5 (0.097%) Jupyter
Applications
1 296 (5.73%) Microsoft Excel
2 219 (4.24%) Microsoft Office
3 110 (2.13%) Microsoft PowerPoint
4 76 (1.47%) Microsoft Project
5 73 (1.41%) MS Visio
6 31 (0.60%) Spreadsheet
7 24 (0.46%) Chatbot
8 14 (0.27%) Adobe Creative Suite
9 11 (0.21%) Sketch
10 9 (0.17%) CATIA
11 7 (0.14%) AutoCAD
11 7 (0.14%) Trello
12 6 (0.12%) Adobe XD
12 6 (0.12%) Photoshop
12 6 (0.12%) Revit
13 5 (0.097%) Maya
14 4 (0.077%) Acrobat
14 4 (0.077%) CPLEX
15 3 (0.058%) LaTeX
15 3 (0.058%) Oracle Smart View
Business Applications
1 125 (2.42%) SAP S/4HANA
2 33 (0.64%) Dynamics CRM
3 22 (0.43%) Oracle EBS
4 21 (0.41%) Aladdin
5 16 (0.31%) Oracle ERP
5 16 (0.31%) Payment Gateway
6 14 (0.27%) Oracle Payables
6 14 (0.27%) Remedy ITSM
7 13 (0.25%) SAP GRC
7 13 (0.25%) Sparx Enterprise Architect
7 13 (0.25%) Teamcenter
8 12 (0.23%) NEC Housing
8 12 (0.23%) Workday HCM
9 11 (0.21%) SAP SD
10 10 (0.19%) Oracle Assets
11 9 (0.17%) iTrent
11 9 (0.17%) SAP FI
12 8 (0.15%) Loan IQ
12 8 (0.15%) NetSuite
12 8 (0.15%) Shopify
Cloud Services
1 1,027 (19.86%) Azure
2 774 (14.97%) AWS
3 390 (7.54%) Power Platform
4 340 (6.58%) Microsoft 365
5 320 (6.19%) GCP
6 236 (4.56%) Azure DevOps
7 210 (4.06%) GitHub
8 156 (3.02%) Entra ID
9 144 (2.79%) Serverless
10 122 (2.36%) SaaS
11 108 (2.09%) GitHub Actions
12 90 (1.74%) Amazon S3
13 78 (1.51%) Dynamics 365
14 77 (1.49%) AWS Lambda
15 71 (1.37%) OpenShift
16 70 (1.35%) Power Automate
16 70 (1.35%) Snowflake
17 69 (1.33%) Azure Data Factory
18 59 (1.14%) PowerApps
19 51 (0.99%) PaaS
Communications & Networking
1 190 (3.68%) DNS
2 165 (3.19%) Firewall
3 116 (2.24%) TCP/IP
4 106 (2.05%) VPN
5 104 (2.01%) WAN
6 102 (1.97%) DHCP
7 87 (1.68%) Network Security
8 83 (1.61%) SAN
9 78 (1.51%) LAN
10 68 (1.32%) Wi-Fi
11 48 (0.93%) VLAN
12 47 (0.91%) BGP
13 41 (0.79%) OSPF
14 39 (0.75%) SD-WAN
15 31 (0.60%) VoIP
16 30 (0.58%) Wireless
17 26 (0.50%) VXLAN
18 23 (0.44%) Internet
18 23 (0.44%) MPLS
19 21 (0.41%) NAS
Database & Business Intelligence
1 307 (5.94%) Power BI
2 198 (3.83%) SQL Server
3 157 (3.04%) Data Warehouse
4 132 (2.55%) Relational Database
5 130 (2.51%) PostgreSQL
6 109 (2.11%) Metadata
7 91 (1.76%) MongoDB
8 86 (1.66%) Tableau
9 85 (1.64%) NoSQL
10 80 (1.55%) Big Data
11 78 (1.51%) Data Lake
12 58 (1.12%) Oracle Reports
13 56 (1.08%) MySQL
14 50 (0.97%) SQL Server Integration Services
15 49 (0.95%) Oracle Database
16 40 (0.77%) Hadoop
17 30 (0.58%) Amazon RDS
18 28 (0.54%) Azure SQL Database
19 27 (0.52%) Delta Lake
20 26 (0.50%) Power Query
Development Applications
1 486 (9.40%) JIRA
2 290 (5.61%) Git
3 192 (3.71%) Jenkins
4 128 (2.48%) GitLab
5 70 (1.35%) Selenium
6 39 (0.75%) Postman
7 31 (0.60%) REST Assured
8 30 (0.58%) Cucumber
9 24 (0.46%) Bitbucket
9 24 (0.46%) JUnit
10 23 (0.44%) Cypress.io
11 20 (0.39%) JMeter
12 17 (0.33%) SonarQube
12 17 (0.33%) Sonatype Nexus
12 17 (0.33%) WebDriver
13 16 (0.31%) Mockito
14 14 (0.27%) Maven
14 14 (0.27%) SpecFlow
15 13 (0.25%) Gatling
15 13 (0.25%) Zephyr
General
1 2,660 (51.45%) Social Skills
2 1,981 (38.32%) Analytical Skills
3 1,194 (23.09%) Finance
4 492 (9.52%) Public Sector
5 391 (7.56%) Banking
6 218 (4.22%) Organisational Skills
7 185 (3.58%) Retail
8 176 (3.40%) Documentation Skills
9 150 (2.90%) Legal
10 114 (2.21%) Presentation Skills
11 113 (2.19%) Influencing Skills
12 112 (2.17%) Inclusion and Diversity
13 96 (1.86%) Front Office
14 95 (1.84%) Manufacturing
15 89 (1.72%) Telecoms
16 88 (1.70%) Marketing
17 80 (1.55%) Investment Banking
18 64 (1.24%) Back Office
19 61 (1.18%) Law
20 52 (1.01%) Aerospace
Job Titles
1 721 (13.95%) Analyst
2 618 (11.95%) Developer
3 448 (8.67%) Senior
4 350 (6.77%) Architect
5 319 (6.17%) Lead
6 286 (5.53%) Business Analyst
7 254 (4.91%) Consultant
8 230 (4.45%) Data Engineer
9 198 (3.83%) Project Manager
10 140 (2.71%) Support Engineer
11 132 (2.55%) IT Support
12 128 (2.48%) Data Analyst
13 107 (2.07%) Java Developer
14 101 (1.95%) IT Engineer
15 96 (1.86%) Administrator
16 95 (1.84%) Solutions Architect
17 94 (1.82%) Software Engineer
18 93 (1.80%) Infrastructure Engineer
19 92 (1.78%) Network Engineer
20 76 (1.47%) Technical Support
Libraries, Frameworks & Software Standards
1 298 (5.76%) REST
2 151 (2.92%) Kafka
3 148 (2.86%) .NET
4 138 (2.67%) SOAP
5 134 (2.59%) RESTful
5 134 (2.59%) Spring
6 132 (2.55%) React
7 114 (2.21%) CSS
8 107 (2.07%) HTML
9 104 (2.01%) Node.js
10 100 (1.93%) AngularJS
10 100 (1.93%) Spring Boot
11 99 (1.91%) Middleware
12 95 (1.84%) JSON
13 93 (1.80%) LDAP
14 88 (1.70%) XML
15 74 (1.43%) PySpark
16 64 (1.24%) OAuth
17 55 (1.06%) Web Services
18 53 (1.03%) Oracle Fusion
Miscellaneous
1 256 (4.95%) Product Ownership
2 227 (4.39%) Onboarding
3 204 (3.95%) Cloud Native
3 204 (3.95%) Data Centre
4 163 (3.15%) Self-Motivation
5 145 (2.80%) Analytical Mindset
6 139 (2.69%) Management Information System
7 123 (2.38%) Distributed Systems
8 119 (2.30%) Data Protection Act
9 117 (2.26%) Legacy Systems
10 114 (2.21%) Virtual Team
11 103 (1.99%) Data Structures
12 98 (1.90%) Enterprise Software
13 69 (1.33%) Driving Licence
14 67 (1.30%) Security Posture
15 60 (1.16%) Algorithms
16 56 (1.08%) AI Agents
17 55 (1.06%) Mobile App
18 48 (0.93%) Foreign Exchange (FX)
19 47 (0.91%) CMDB
Operating Systems
1 592 (11.45%) Windows
2 294 (5.69%) Linux
3 114 (2.21%) Windows Server
4 112 (2.17%) Windows 10
5 100 (1.93%) Unix
6 87 (1.68%) Android
7 85 (1.64%) Apple iOS
8 77 (1.49%) Mac OS
9 52 (1.01%) Red Hat Enterprise Linux
10 21 (0.41%) Ubuntu
11 16 (0.31%) VMS
12 14 (0.27%) CentOS
12 14 (0.27%) Windows Server 2019
13 9 (0.17%) Windows 7
14 8 (0.15%) Mac OS X
14 8 (0.15%) zOS
15 7 (0.14%) Debian
16 5 (0.097%) Windows Server 2012
17 4 (0.077%) Rocky
17 4 (0.077%) Windows 8
Processes & Methodologies
1 1,396 (27.00%) Agile
2 853 (16.50%) CI/CD
3 795 (15.38%) Continuous Improvement
4 775 (14.99%) DevOps
5 743 (14.37%) Stakeholder Management
6 579 (11.20%) Decision-Making
7 570 (11.03%) AI
8 558 (10.79%) Migration
9 546 (10.56%) Analytics
10 449 (8.68%) Project Management
11 443 (8.57%) Data Modelling
12 437 (8.45%) Customer Service
13 431 (8.34%) Stakeholder Engagement
14 424 (8.20%) Validation
15 419 (8.10%) ITIL
16 403 (7.79%) Business Intelligence
17 384 (7.43%) Test Automation
18 357 (6.91%) Change Management
19 355 (6.87%) Scrum
20 315 (6.09%) Computer Science
Programming Languages
1 917 (17.74%) Python
2 888 (17.18%) SQL
3 415 (8.03%) Java
4 307 (5.94%) PowerShell
5 265 (5.13%) JavaScript
6 201 (3.89%) C#
7 154 (2.98%) TypeScript
8 116 (2.24%) Bash
9 74 (1.43%) PL/SQL
10 72 (1.39%) C++
11 53 (1.03%) Shell Script
12 45 (0.87%) Go
13 43 (0.83%) R
14 38 (0.74%) Bicep
14 38 (0.74%) C
15 35 (0.68%) T-SQL
16 34 (0.66%) Perl
17 33 (0.64%) Apex Code
18 31 (0.60%) Data Analysis Expressions
19 30 (0.58%) Scala
Qualifications
1 1,118 (21.62%) Security Cleared
2 762 (14.74%) SC Cleared
3 629 (12.17%) Degree
4 196 (3.79%) Computer Science Degree
5 195 (3.77%) DV Cleared
6 164 (3.17%) BPSS Clearance
7 136 (2.63%) Cisco Certification
8 125 (2.42%) Microsoft Certification
9 88 (1.70%) CISSP
10 84 (1.62%) PMP
11 76 (1.47%) CCNA
11 76 (1.47%) PMI Certification
12 72 (1.39%) A+ Certification
13 71 (1.37%) Master's Degree
14 68 (1.32%) Network+ Certification
15 65 (1.26%) Azure Certification
16 58 (1.12%) MCSE
17 57 (1.10%) CISM
18 44 (0.85%) CCNP
19 34 (0.66%) ITIL Certification
Quality Assurance & Compliance
1 343 (6.63%) Data Quality
2 278 (5.38%) QA
3 144 (2.79%) GDPR
4 108 (2.09%) Accessibility
5 91 (1.76%) ISO/IEC 27001
6 85 (1.64%) PMO
7 80 (1.55%) SLA
8 77 (1.49%) NIST
9 56 (1.08%) GRC
10 27 (0.52%) Actionable Recommendations
10 27 (0.52%) PCI DSS
10 27 (0.52%) WCAG
11 24 (0.46%) Sarbanes-Oxley
12 19 (0.37%) ISO 20022
13 15 (0.29%) IFRS
13 15 (0.29%) NCSC
13 15 (0.29%) PSD2
14 14 (0.27%) Cyber Essentials
15 13 (0.25%) HIPAA
15 13 (0.25%) HL7
System Software
1 379 (7.33%) Active Directory
2 330 (6.38%) Docker
3 108 (2.09%) VMware Infrastructure
4 39 (0.75%) vSphere
5 35 (0.68%) Hyper-V
5 35 (0.68%) VMware NSX
6 24 (0.46%) Virtual Desktop
7 23 (0.44%) VMware ESXi
8 21 (0.41%) Firmware
9 19 (0.37%) Virtual Machines
10 17 (0.33%) vCloud
11 11 (0.21%) Squid
12 8 (0.15%) Oracle RAC
13 6 (0.12%) IAG
14 4 (0.077%) Microsoft App-V
14 4 (0.077%) RACF
14 4 (0.077%) Snort
15 3 (0.058%) ACF2
15 3 (0.058%) ISA Server
15 3 (0.058%) NFS
Systems Management
1 400 (7.74%) Kubernetes
2 270 (5.22%) Terraform
3 178 (3.44%) Ansible
4 121 (2.34%) Microsoft Intune
5 113 (2.19%) Grafana
6 93 (1.80%) Prometheus
7 78 (1.51%) SCCM
8 43 (0.83%) vCenter Server
9 42 (0.81%) FortiGate
10 40 (0.77%) Single Sign-On
11 28 (0.54%) Kibana
12 24 (0.46%) Puppet
13 22 (0.43%) Control-M
13 22 (0.43%) Nessus
14 20 (0.39%) Argo
15 17 (0.33%) IBM Guardium
16 15 (0.29%) Active Directory Federation Services
17 14 (0.27%) SCOM
18 12 (0.23%) WSUS
19 9 (0.17%) HP ALM
Vendors
1 937 (18.12%) Microsoft
2 341 (6.60%) Oracle
3 299 (5.78%) SAP
4 240 (4.64%) ServiceNow
5 184 (3.56%) VMware
6 152 (2.94%) Databricks
7 141 (2.73%) Google
8 130 (2.51%) Splunk
9 127 (2.46%) Cisco
10 110 (2.13%) Salesforce
11 84 (1.62%) Dell
12 68 (1.32%) CyberArk
13 63 (1.22%) BeyondTrust
13 63 (1.22%) Red Hat
14 62 (1.20%) Workday
15 56 (1.08%) Adobe
16 48 (0.93%) F5
16 48 (0.93%) HP
17 47 (0.91%) Citrix
17 47 (0.91%) Palo Alto