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

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 11 5 10
Rank change year-on-year -6 +5 +8
Contract jobs citing Problem-Solving 5,202 4,957 4,655
As % of all contract jobs in the UK 10.94% 17.10% 10.89%
As % of the Processes & Methodologies category 12.97% 18.80% 12.62%
Number of daily rates quoted 3,102 3,097 2,836
10th Percentile £263 £250 £236
25th Percentile £385 £391 £387
Median daily rate (50th Percentile) £483 £500 £502
Median % change year-on-year -3.40% -0.40% -4.38%
75th Percentile £588 £600 £625
90th Percentile £716 £700 £726
UK excluding London median daily rate £465 £475 £488
% change year-on-year -2.11% -2.56% -2.50%
Number of hourly rates quoted 347 242 409
10th Percentile £13.45 £14.20 £11.06
25th Percentile £14.93 £15.62 £13.82
Median hourly rate £21.25 £22.14 £16.50
Median % change year-on-year -4.02% +34.18% -65.91%
75th Percentile £50.63 £41.00 £36.50
90th Percentile £74.26 £66.00 £62.50
UK excluding London median hourly rate £18.25 £21.24 £15.00
% change year-on-year -14.08% +41.60% -63.05%

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 40,111 26,361 36,876
As % of all contract IT jobs advertised in the UK 84.33% 90.96% 86.25%
Number of daily rates quoted 25,183 16,941 23,723
10th Percentile £325 £305 £300
25th Percentile £413 £410 £413
Median daily rate (50th Percentile) £505 £516 £525
Median % change year-on-year -2.13% -1.71% -4.55%
75th Percentile £613 £626 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £492 £479 £500
% change year-on-year +2.71% -4.20% -
Number of hourly rates quoted 2,380 1,073 2,431
10th Percentile £14.89 £14.41 £12.75
25th Percentile £19.91 £18.38 £16.00
Median hourly rate £42.50 £28.60 £36.50
Median % change year-on-year +48.60% -21.64% +1.39%
75th Percentile £67.25 £60.00 £60.00
90th Percentile £80.00 £75.00 £72.50
UK excluding London median hourly rate £45.00 £25.78 £38.00
% change year-on-year +74.59% -32.17% +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 14 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 14 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 14 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 4,449 £495 -1.00% 3,208
UK excluding London -5 2,776 £465 -2.11% 2,557
London -12 1,888 £520 -0.95% 980
Work from Home -2 1,485 £475 -5.00% 1,289
North of England -8 736 £450 -7.98% 660
South East -6 649 £492 -1.60% 760
Midlands -6 501 £469 +4.69% 431
North West -7 356 £417 -14.83% 360
West Midlands -9 345 £475 +2.70% 260
Yorkshire -6 338 £460 -4.17% 223
South West -1 325 £500 -2.44% 303
Scotland -2 267 £433 -6.32% 105
East of England -3 222 £450 -1.80% 268
East Midlands -1 155 £434 +16.44% 172
Wales -3 71 £400 +20.78% 69
North East -10 49 £425 -11.23% 84
Northern Ireland -3 26 £447 +9.69% 29
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
1 213 (4.09%) Confluence
2 149 (2.86%) SharePoint
3 86 (1.65%) Microsoft Exchange
4 82 (1.58%) Apache Spark
5 57 (1.10%) Apache
6 50 (0.96%) SAS
7 47 (0.90%) Apache Airflow
8 30 (0.58%) CMS
9 20 (0.38%) Oracle Workflow
10 13 (0.25%) nginx
11 10 (0.19%) Adobe Experience Manager
11 10 (0.19%) WebLogic
12 8 (0.15%) Tomcat
13 7 (0.13%) ArcGIS
13 7 (0.13%) Sitecore CMS
14 6 (0.12%) Camunda
14 6 (0.12%) CICS
14 6 (0.12%) Oracle Self-Service HR
14 6 (0.12%) Oracle SOA Suite
15 4 (0.077%) Jupyter
Applications
1 295 (5.67%) Microsoft Excel
2 226 (4.34%) Microsoft Office
3 113 (2.17%) Microsoft PowerPoint
4 77 (1.48%) Microsoft Project
5 71 (1.36%) MS Visio
6 31 (0.60%) Spreadsheet
7 24 (0.46%) Chatbot
8 12 (0.23%) Adobe Creative Suite
9 9 (0.17%) Sketch
10 8 (0.15%) CATIA
11 7 (0.13%) AutoCAD
11 7 (0.13%) Photoshop
11 7 (0.13%) Trello
12 6 (0.12%) Adobe XD
12 6 (0.12%) Revit
13 5 (0.096%) Maya
14 4 (0.077%) Acrobat
14 4 (0.077%) CPLEX
14 4 (0.077%) InDesign
15 3 (0.058%) Oracle Smart View
Business Applications
1 122 (2.35%) SAP S/4HANA
2 32 (0.62%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 20 (0.38%) Aladdin
5 18 (0.35%) Payment Gateway
6 16 (0.31%) Oracle ERP
7 14 (0.27%) NEC Housing
7 14 (0.27%) Oracle Payables
8 13 (0.25%) Sparx Enterprise Architect
9 12 (0.23%) SAP GRC
9 12 (0.23%) Teamcenter
10 11 (0.21%) Workday HCM
11 10 (0.19%) Oracle Assets
11 10 (0.19%) Remedy ITSM
12 9 (0.17%) iTrent
12 9 (0.17%) NetSuite
12 9 (0.17%) SAP SD
12 9 (0.17%) Shopify
13 8 (0.15%) Loan IQ
13 8 (0.15%) SAP FI
Cloud Services
1 1,038 (19.95%) Azure
2 799 (15.36%) AWS
3 390 (7.50%) Power Platform
4 346 (6.65%) Microsoft 365
5 330 (6.34%) GCP
6 232 (4.46%) Azure DevOps
7 210 (4.04%) GitHub
8 157 (3.02%) Entra ID
9 147 (2.83%) Serverless
10 125 (2.40%) SaaS
11 110 (2.11%) GitHub Actions
12 94 (1.81%) Amazon S3
13 85 (1.63%) AWS Lambda
14 78 (1.50%) Dynamics 365
15 72 (1.38%) Snowflake
16 71 (1.36%) Power Automate
17 70 (1.35%) OpenShift
18 68 (1.31%) Azure Data Factory
19 56 (1.08%) PowerApps
20 51 (0.98%) Amazon EC2
Communications & Networking
1 190 (3.65%) DNS
2 175 (3.36%) Firewall
3 121 (2.33%) TCP/IP
4 109 (2.10%) VPN
5 105 (2.02%) DHCP
5 105 (2.02%) WAN
6 88 (1.69%) Network Security
7 83 (1.60%) SAN
8 77 (1.48%) LAN
9 67 (1.29%) Wi-Fi
10 50 (0.96%) VLAN
11 49 (0.94%) BGP
12 43 (0.83%) OSPF
13 40 (0.77%) SD-WAN
14 31 (0.60%) VoIP
15 29 (0.56%) Wireless
16 26 (0.50%) VXLAN
17 25 (0.48%) Internet
18 24 (0.46%) MPLS
19 21 (0.40%) Junos
Database & Business Intelligence
1 306 (5.88%) Power BI
2 195 (3.75%) SQL Server
3 158 (3.04%) Data Warehouse
4 131 (2.52%) PostgreSQL
4 131 (2.52%) Relational Database
5 111 (2.13%) Metadata
6 84 (1.61%) MongoDB
7 83 (1.60%) NoSQL
7 83 (1.60%) Tableau
8 80 (1.54%) Big Data
9 75 (1.44%) Data Lake
10 60 (1.15%) Oracle Reports
11 58 (1.11%) MySQL
12 50 (0.96%) Oracle Database
13 49 (0.94%) SQL Server Integration Services
14 41 (0.79%) Hadoop
15 33 (0.63%) Amazon RDS
16 30 (0.58%) Azure SQL Database
16 30 (0.58%) Power Query
17 29 (0.56%) Pentaho
Development Applications
1 496 (9.53%) JIRA
2 299 (5.75%) Git
3 196 (3.77%) Jenkins
4 140 (2.69%) GitLab
5 66 (1.27%) Selenium
6 39 (0.75%) Postman
7 31 (0.60%) Cucumber
8 26 (0.50%) Bitbucket
9 25 (0.48%) REST Assured
10 23 (0.44%) Cypress.io
10 23 (0.44%) JUnit
11 21 (0.40%) JMeter
12 17 (0.33%) SonarQube
12 17 (0.33%) WebDriver
13 16 (0.31%) Maven
13 16 (0.31%) Mockito
13 16 (0.31%) Sonatype Nexus
14 15 (0.29%) SpecFlow
15 14 (0.27%) Zephyr
16 11 (0.21%) Appium
General
1 2,688 (51.67%) Social Skills
2 1,992 (38.29%) Analytical Skills
3 1,201 (23.09%) Finance
4 499 (9.59%) Public Sector
5 396 (7.61%) Banking
6 223 (4.29%) Organisational Skills
7 184 (3.54%) Retail
8 176 (3.38%) Documentation Skills
9 153 (2.94%) Legal
10 122 (2.35%) Presentation Skills
11 115 (2.21%) Inclusion and Diversity
12 111 (2.13%) Influencing Skills
13 95 (1.83%) Front Office
14 92 (1.77%) Manufacturing
15 91 (1.75%) Telecoms
16 86 (1.65%) Marketing
17 78 (1.50%) Investment Banking
18 62 (1.19%) Back Office
19 59 (1.13%) Law
20 53 (1.02%) Military
Job Titles
1 728 (13.99%) Analyst
2 629 (12.09%) Developer
3 455 (8.75%) Senior
4 357 (6.86%) Architect
5 320 (6.15%) Lead
6 291 (5.59%) Business Analyst
7 258 (4.96%) Consultant
8 235 (4.52%) Data Engineer
9 198 (3.81%) Project Manager
10 139 (2.67%) Support Engineer
11 131 (2.52%) IT Support
12 125 (2.40%) Data Analyst
13 112 (2.15%) Java Developer
14 100 (1.92%) IT Engineer
15 98 (1.88%) Software Engineer
16 97 (1.86%) Network Engineer
17 95 (1.83%) Solutions Architect
18 94 (1.81%) Infrastructure Engineer
19 93 (1.79%) Administrator
20 75 (1.44%) Python Developer
Libraries, Frameworks & Software Standards
1 293 (5.63%) REST
2 146 (2.81%) Kafka
3 141 (2.71%) .NET
4 137 (2.63%) RESTful
5 134 (2.58%) SOAP
5 134 (2.58%) Spring
6 127 (2.44%) React
7 114 (2.19%) CSS
8 108 (2.08%) HTML
9 107 (2.06%) Node.js
10 102 (1.96%) AngularJS
11 101 (1.94%) Spring Boot
12 100 (1.92%) LDAP
13 95 (1.83%) JSON
13 95 (1.83%) Middleware
14 88 (1.69%) XML
15 71 (1.36%) PySpark
16 65 (1.25%) OAuth
17 55 (1.06%) Oracle Fusion
17 55 (1.06%) Web Services
Miscellaneous
1 258 (4.96%) Product Ownership
2 224 (4.31%) Onboarding
3 207 (3.98%) Data Centre
4 203 (3.90%) Cloud Native
5 157 (3.02%) Self-Motivation
6 149 (2.86%) Analytical Mindset
7 144 (2.77%) Management Information System
8 118 (2.27%) Distributed Systems
9 115 (2.21%) Legacy Systems
10 114 (2.19%) Virtual Team
11 112 (2.15%) Data Protection Act
12 106 (2.04%) Data Structures
13 95 (1.83%) Enterprise Software
14 71 (1.36%) Driving Licence
15 66 (1.27%) Security Posture
16 60 (1.15%) Mobile App
17 59 (1.13%) Algorithms
18 55 (1.06%) AI Agents
19 51 (0.98%) Hybrid Cloud
20 49 (0.94%) Foreign Exchange (FX)
Operating Systems
1 595 (11.44%) Windows
2 302 (5.81%) Linux
3 112 (2.15%) Windows 10
4 110 (2.11%) Windows Server
5 98 (1.88%) Unix
6 97 (1.86%) Android
7 92 (1.77%) Apple iOS
8 78 (1.50%) Mac OS
9 53 (1.02%) Red Hat Enterprise Linux
10 22 (0.42%) Ubuntu
11 15 (0.29%) CentOS
11 15 (0.29%) VMS
12 12 (0.23%) Windows Server 2019
13 8 (0.15%) Mac OS X
13 8 (0.15%) Windows 7
13 8 (0.15%) zOS
14 7 (0.13%) Debian
15 4 (0.077%) Solaris
15 4 (0.077%) Windows 8
15 4 (0.077%) Windows Server 2012
Processes & Methodologies
1 1,408 (27.07%) Agile
2 872 (16.76%) CI/CD
3 785 (15.09%) DevOps
4 784 (15.07%) Continuous Improvement
5 742 (14.26%) Stakeholder Management
6 578 (11.11%) Decision-Making
7 568 (10.92%) AI
8 564 (10.84%) Analytics
9 560 (10.77%) Migration
10 455 (8.75%) Project Management
11 447 (8.59%) Data Modelling
12 433 (8.32%) Customer Service
13 431 (8.29%) Stakeholder Engagement
14 421 (8.09%) Validation
15 412 (7.92%) ITIL
16 409 (7.86%) Business Intelligence
17 393 (7.55%) Test Automation
18 360 (6.92%) Scrum
19 357 (6.86%) Change Management
20 320 (6.15%) Computer Science
Programming Languages
1 938 (18.03%) Python
2 896 (17.22%) SQL
3 423 (8.13%) Java
4 322 (6.19%) PowerShell
5 273 (5.25%) JavaScript
6 199 (3.83%) C#
7 166 (3.19%) TypeScript
8 121 (2.33%) Bash
9 77 (1.48%) PL/SQL
10 73 (1.40%) C++
11 57 (1.10%) Shell Script
12 50 (0.96%) Go
13 44 (0.85%) R
14 38 (0.73%) Bicep
14 38 (0.73%) C
15 35 (0.67%) T-SQL
16 34 (0.65%) Perl
17 32 (0.62%) Apex Code
18 31 (0.60%) Data Analysis Expressions
19 30 (0.58%) Scala
Qualifications
1 1,134 (21.80%) Security Cleared
2 776 (14.92%) SC Cleared
3 633 (12.17%) Degree
4 202 (3.88%) Computer Science Degree
5 196 (3.77%) DV Cleared
6 165 (3.17%) BPSS Clearance
7 138 (2.65%) Cisco Certification
8 125 (2.40%) Microsoft Certification
9 92 (1.77%) CISSP
10 88 (1.69%) PMP
11 82 (1.58%) PMI Certification
12 77 (1.48%) CCNA
13 74 (1.42%) Master's Degree
14 71 (1.36%) A+ Certification
15 67 (1.29%) Network+ Certification
16 65 (1.25%) Azure Certification
17 62 (1.19%) CISM
18 58 (1.11%) MCSE
19 47 (0.90%) CCNP
20 38 (0.73%) AWS Certification
Quality Assurance & Compliance
1 343 (6.59%) Data Quality
2 296 (5.69%) QA
3 153 (2.94%) GDPR
4 101 (1.94%) Accessibility
5 98 (1.88%) ISO/IEC 27001
6 92 (1.77%) PMO
7 84 (1.61%) NIST
8 76 (1.46%) SLA
9 53 (1.02%) GRC
10 28 (0.54%) Actionable Recommendations
10 28 (0.54%) PCI DSS
10 28 (0.54%) WCAG
11 26 (0.50%) Sarbanes-Oxley
12 21 (0.40%) ISO 20022
13 17 (0.33%) PSD2
14 16 (0.31%) IFRS
15 15 (0.29%) NCSC
16 14 (0.27%) Cyber Essentials
17 13 (0.25%) HIPAA
17 13 (0.25%) HL7
System Software
1 387 (7.44%) Active Directory
2 340 (6.54%) Docker
3 113 (2.17%) VMware Infrastructure
4 40 (0.77%) vSphere
5 37 (0.71%) VMware NSX
6 35 (0.67%) Hyper-V
7 23 (0.44%) Virtual Desktop
8 22 (0.42%) Firmware
9 20 (0.38%) VMware ESXi
10 18 (0.35%) Virtual Machines
11 15 (0.29%) vCloud
12 11 (0.21%) Squid
13 8 (0.15%) Oracle RAC
14 6 (0.12%) IAG
14 6 (0.12%) RACF
15 4 (0.077%) ACF2
15 4 (0.077%) Microsoft App-V
15 4 (0.077%) NFS
15 4 (0.077%) Snort
15 4 (0.077%) Time Sharing Option
Systems Management
1 415 (7.98%) Kubernetes
2 278 (5.34%) Terraform
3 179 (3.44%) Ansible
4 121 (2.33%) Microsoft Intune
5 115 (2.21%) Grafana
6 90 (1.73%) Prometheus
7 79 (1.52%) SCCM
8 42 (0.81%) FortiGate
8 42 (0.81%) vCenter Server
9 39 (0.75%) Single Sign-On
10 27 (0.52%) Kibana
11 24 (0.46%) Puppet
12 22 (0.42%) Argo
12 22 (0.42%) Control-M
13 21 (0.40%) Nessus
14 17 (0.33%) IBM Guardium
15 15 (0.29%) Active Directory Federation Services
16 12 (0.23%) SCOM
16 12 (0.23%) WSUS
17 10 (0.19%) HP ALM
Vendors
1 947 (18.20%) Microsoft
2 349 (6.71%) Oracle
3 301 (5.79%) SAP
4 231 (4.44%) ServiceNow
5 192 (3.69%) VMware
6 153 (2.94%) Databricks
7 150 (2.88%) Google
8 132 (2.54%) Cisco
9 125 (2.40%) Splunk
10 110 (2.11%) Salesforce
11 84 (1.61%) Dell
12 73 (1.40%) CyberArk
13 69 (1.33%) BeyondTrust
14 64 (1.23%) Red Hat
15 61 (1.17%) Workday
16 54 (1.04%) Adobe
17 52 (1.00%) Palo Alto
18 49 (0.94%) Citrix
18 49 (0.94%) HP
19 48 (0.92%) F5