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 20 August 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 14 5 9
Rank change year-on-year -9 +4 +7
Contract jobs citing Problem-Solving 5,570 5,211 4,483
As % of all contract jobs in the UK 10.41% 15.87% 11.56%
As % of the Processes & Methodologies category 12.29% 17.55% 13.53%
Number of daily rates quoted 3,154 3,147 2,746
10th Percentile £250 £250 £257
25th Percentile £375 £375 £396
Median daily rate (50th Percentile) £495 £490 £500
Median % change year-on-year +1.02% -2.00% -3.85%
75th Percentile £593 £600 £614
90th Percentile £704 £700 £713
UK excluding London median daily rate £450 £458 £475
% change year-on-year -1.64% -3.68% -2.06%
Number of hourly rates quoted 485 313 276
10th Percentile £13.45 £13.67 £11.75
25th Percentile £14.90 £15.13 £14.16
Median hourly rate £19.00 £20.26 £16.23
Median % change year-on-year -6.20% +24.80% -70.49%
75th Percentile £38.75 £35.00 £30.00
90th Percentile £70.40 £65.00 £61.60
UK excluding London median hourly rate £18.75 £18.82 £16.23
% change year-on-year -0.37% +15.96% -70.83%

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 45,331 29,700 33,127
As % of all contract IT jobs advertised in the UK 84.72% 90.46% 85.42%
Number of daily rates quoted 27,838 18,524 21,130
10th Percentile £325 £300 £310
25th Percentile £425 £402 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -3.58%
75th Percentile £625 £625 £638
90th Percentile £730 £725 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,836 1,729 1,767
10th Percentile £14.22 £14.20 £14.00
25th Percentile £18.31 £17.33 £18.14
Median hourly rate £41.63 £25.15 £40.94
Median % change year-on-year +65.54% -38.57% -0.24%
75th Percentile £67.99 £49.50 £65.00
90th Percentile £80.00 £68.00 £75.00
UK excluding London median hourly rate £43.96 £24.00 £42.50
% change year-on-year +83.17% -43.53% +17.65%

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 20 August 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 20 August 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 20 August 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 -8 4,841 £500 +1.52% 5,292
UK excluding London -4 2,961 £450 -1.64% 4,106
London -12 2,100 £525 +5.00% 1,946
Work from Home -5 1,537 £500 - 1,752
South East -5 776 £480 +1.05% 1,147
North of England -10 719 £445 -6.26% 907
Midlands -6 540 £450 +3.45% 693
West Midlands -10 383 £450 -2.70% 435
North West -12 348 £450 -5.76% 439
South West -2 345 £500 +11.11% 529
Yorkshire -8 310 £450 -5.26% 337
Scotland -5 268 £459 +1.94% 265
East of England +1 253 £450 -10.00% 465
East Midlands 0 154 £470 +25.33% 259
North East -13 66 £375 -16.67% 146
Wales -5 63 £475 +26.67% 112
Northern Ireland -5 26 £388 -21.88% 129
Channel Islands -5 1 - - 4

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
1 234 (4.20%) Confluence
2 228 (4.09%) SharePoint
3 112 (2.01%) Microsoft Exchange
4 63 (1.13%) Apache Spark
5 42 (0.75%) Apache Airflow
6 37 (0.66%) Apache
7 35 (0.63%) Oracle Workflow
8 34 (0.61%) SAS
9 29 (0.52%) CMS
10 13 (0.23%) WebSphere
11 11 (0.20%) CICS
11 11 (0.20%) Jupyter
11 11 (0.20%) WebLogic
12 8 (0.14%) Adobe Experience Manager
12 8 (0.14%) ArcGIS
13 7 (0.13%) Anypoint
13 7 (0.13%) Appian
13 7 (0.13%) IIS
13 7 (0.13%) Mule
14 6 (0.11%) Oracle Self-Service HR
Applications
1 319 (5.73%) Microsoft Excel
2 260 (4.67%) Microsoft Office
3 122 (2.19%) Microsoft PowerPoint
4 77 (1.38%) MS Visio
5 63 (1.13%) Microsoft Project
6 32 (0.57%) Spreadsheet
7 27 (0.48%) Adobe Creative Suite
8 22 (0.39%) Chatbot
9 17 (0.31%) AutoCAD
10 15 (0.27%) Sketch
11 13 (0.23%) Revit
12 12 (0.22%) Trello
13 10 (0.18%) CATIA
14 7 (0.13%) CPLEX
15 6 (0.11%) Adobe After Effects
15 6 (0.11%) Final Cut Pro
16 5 (0.090%) Navisworks
16 5 (0.090%) Windchill
17 4 (0.072%) Adobe XD
17 4 (0.072%) Photoshop
Business Applications
1 136 (2.44%) SAP S/4HANA
2 49 (0.88%) Dynamics CRM
3 39 (0.70%) Oracle EBS
4 27 (0.48%) NetSuite
4 27 (0.48%) Remedy ITSM
5 25 (0.45%) SAP GRC
6 22 (0.39%) Workday HCM
7 14 (0.25%) SAP SD
8 13 (0.23%) Aladdin
8 13 (0.23%) iTrent
8 13 (0.23%) Oracle Payables
8 13 (0.23%) Salesforce CRM
9 11 (0.20%) Oracle ERP
10 10 (0.18%) Finacle
10 10 (0.18%) SAP CRM
10 10 (0.18%) Teamcenter
11 9 (0.16%) SAP ERP
11 9 (0.16%) SAP HCM
12 8 (0.14%) Loan IQ
12 8 (0.14%) Oracle Receivables
Cloud Services
1 1,114 (20.00%) Azure
2 809 (14.52%) AWS
3 472 (8.47%) Microsoft 365
4 429 (7.70%) Power Platform
5 324 (5.82%) GCP
6 282 (5.06%) Azure DevOps
7 236 (4.24%) Entra ID
8 197 (3.54%) GitHub
9 152 (2.73%) SaaS
10 126 (2.26%) Serverless
11 96 (1.72%) GitHub Actions
12 95 (1.71%) Power Automate
13 83 (1.49%) Dynamics 365
14 71 (1.27%) Amazon S3
14 71 (1.27%) OneDrive
15 70 (1.26%) Microsoft Copilot
15 70 (1.26%) PowerApps
16 69 (1.24%) AWS Lambda
17 65 (1.17%) Azure Data Factory
18 64 (1.15%) Snowflake
Communications & Networking
1 227 (4.08%) DNS
2 193 (3.46%) Firewall
3 162 (2.91%) VPN
4 136 (2.44%) DHCP
5 132 (2.37%) TCP/IP
6 129 (2.32%) WAN
7 106 (1.90%) LAN
8 105 (1.89%) Network Security
9 81 (1.45%) Wi-Fi
10 76 (1.36%) SAN
11 62 (1.11%) Wireless
12 59 (1.06%) VLAN
13 51 (0.92%) BGP
14 41 (0.74%) SD-WAN
15 37 (0.66%) MPLS
16 36 (0.65%) VoIP
17 33 (0.59%) Structured Cabling
18 30 (0.54%) OSPF
19 25 (0.45%) HTTP
19 25 (0.45%) SSL
Database & Business Intelligence
1 328 (5.89%) Power BI
2 221 (3.97%) SQL Server
3 179 (3.21%) Relational Database
4 168 (3.02%) Data Warehouse
5 158 (2.84%) PostgreSQL
6 105 (1.89%) MongoDB
7 103 (1.85%) Metadata
8 102 (1.83%) NoSQL
9 86 (1.54%) Tableau
10 79 (1.42%) Data Lake
11 58 (1.04%) Big Data
11 58 (1.04%) MySQL
12 53 (0.95%) Oracle Database
13 49 (0.88%) Oracle Reports
14 36 (0.65%) SQL Server Integration Services
15 35 (0.63%) Db2
16 28 (0.50%) DynamoDB
16 28 (0.50%) Power Query
17 27 (0.48%) Pentaho
18 26 (0.47%) Amazon RDS
Development Applications
1 491 (8.82%) JIRA
2 357 (6.41%) Git
3 181 (3.25%) Jenkins
4 141 (2.53%) GitLab
5 75 (1.35%) Selenium
6 42 (0.75%) Cypress.io
7 38 (0.68%) Gradle
7 38 (0.68%) Postman
8 37 (0.66%) Maven
9 32 (0.57%) Bitbucket
10 29 (0.52%) REST Assured
11 27 (0.48%) Cucumber
12 25 (0.45%) JUnit
13 19 (0.34%) JMeter
14 18 (0.32%) Oracle Forms
15 17 (0.31%) WebDriver
16 16 (0.29%) Atlassian Bamboo
16 16 (0.29%) Mockito
16 16 (0.29%) SonarQube
17 14 (0.25%) Gatling
General
1 2,948 (52.93%) Social Skills
2 2,346 (42.12%) Analytical Skills
3 1,306 (23.45%) Finance
4 578 (10.38%) Public Sector
5 442 (7.94%) Banking
6 245 (4.40%) Organisational Skills
7 203 (3.64%) Retail
8 202 (3.63%) Documentation Skills
9 188 (3.38%) Manufacturing
10 174 (3.12%) Inclusion and Diversity
11 147 (2.64%) Influencing Skills
12 141 (2.53%) Legal
13 124 (2.23%) Front Office
14 117 (2.10%) Marketing
15 114 (2.05%) Telecoms
16 110 (1.97%) Presentation Skills
17 91 (1.63%) Investment Banking
18 81 (1.45%) Back Office
19 68 (1.22%) Aerospace
20 61 (1.10%) Law
Job Titles
1 727 (13.05%) Analyst
2 700 (12.57%) Developer
3 511 (9.17%) Senior
4 425 (7.63%) Lead
5 351 (6.30%) Architect
6 258 (4.63%) Consultant
7 242 (4.34%) Business Analyst
8 215 (3.86%) Data Engineer
8 215 (3.86%) IT Support
9 214 (3.84%) Support Engineer
10 165 (2.96%) Project Manager
11 149 (2.68%) IT Engineer
12 138 (2.48%) Administrator
13 127 (2.28%) Java Developer
14 116 (2.08%) Data Analyst
15 113 (2.03%) Infrastructure Engineer
16 106 (1.90%) Solutions Architect
17 100 (1.80%) DevOps Engineer
18 99 (1.78%) Network Engineer
19 96 (1.72%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 367 (6.59%) REST
2 329 (5.91%) Terraform
3 181 (3.25%) RESTful
4 174 (3.12%) .NET
5 153 (2.75%) SOAP
6 152 (2.73%) React
7 144 (2.59%) Kafka
8 140 (2.51%) Spring
9 130 (2.33%) JSON
10 127 (2.28%) XML
11 120 (2.15%) CSS
12 117 (2.10%) HTML
13 111 (1.99%) Middleware
14 107 (1.92%) Spring Boot
15 102 (1.83%) Web Services
16 94 (1.69%) Node.js
17 86 (1.54%) AngularJS
18 82 (1.47%) OAuth
19 74 (1.33%) PySpark
20 56 (1.01%) Playwright
Miscellaneous
1 305 (5.48%) Onboarding
2 272 (4.88%) Product Ownership
3 255 (4.58%) Cloud Native
4 216 (3.88%) Self-Motivation
5 195 (3.50%) Data Centre
6 187 (3.36%) Enterprise Software
7 171 (3.07%) Distributed Systems
8 168 (3.02%) Management Information System
9 155 (2.78%) Analytical Mindset
10 133 (2.39%) Data Structures
11 130 (2.33%) Legacy Systems
12 122 (2.19%) Data Protection Act
13 98 (1.76%) Virtual Team
14 86 (1.54%) Driving Licence
15 72 (1.29%) AI Agents
15 72 (1.29%) CMDB
16 66 (1.18%) Algorithms
17 59 (1.06%) Mobile App
18 55 (0.99%) Derivative
18 55 (0.99%) PKI
Operating Systems
1 752 (13.50%) Windows
2 309 (5.55%) Linux
3 195 (3.50%) Windows Server
4 141 (2.53%) Windows 10
5 106 (1.90%) Unix
6 94 (1.69%) Apple iOS
7 93 (1.67%) Android
8 85 (1.53%) Mac OS
9 45 (0.81%) Red Hat Enterprise Linux
10 21 (0.38%) Ubuntu
11 19 (0.34%) VMS
12 16 (0.29%) Windows Server 2019
13 12 (0.22%) zOS
14 8 (0.14%) CentOS
14 8 (0.14%) Solaris
14 8 (0.14%) Windows Server 2012
15 7 (0.13%) Windows Server 2016
16 6 (0.11%) Embedded Linux
16 6 (0.11%) Windows 7
17 5 (0.090%) Mac OS X
Processes & Methodologies
1 1,549 (27.81%) Agile
2 1,169 (20.99%) Continuous Improvement
3 1,126 (20.22%) Stakeholder Management
4 949 (17.04%) CI/CD
5 886 (15.91%) DevOps
6 719 (12.91%) AI
7 608 (10.92%) Stakeholder Engagement
8 590 (10.59%) Decision-Making
9 582 (10.45%) Analytics
10 563 (10.11%) Migration
11 539 (9.68%) Customer Service
12 529 (9.50%) ITIL
13 452 (8.11%) Validation
14 443 (7.95%) Test Automation
15 421 (7.56%) Business Intelligence
16 420 (7.54%) Data Modelling
17 415 (7.45%) Scrum
18 362 (6.50%) ITSM
19 350 (6.28%) Roadmaps
20 348 (6.25%) Project Management
Programming Languages
1 983 (17.65%) SQL
2 913 (16.39%) Python
3 435 (7.81%) Java
4 325 (5.83%) PowerShell
5 321 (5.76%) JavaScript
6 198 (3.55%) C#
7 157 (2.82%) Bash
8 121 (2.17%) TypeScript
9 91 (1.63%) PL/SQL
10 76 (1.36%) C++
11 50 (0.90%) T-SQL
12 40 (0.72%) Bicep
13 38 (0.68%) Go
13 38 (0.68%) Shell Script
14 37 (0.66%) Scala
15 35 (0.63%) C
16 34 (0.61%) Kotlin
17 33 (0.59%) Apex Code
18 30 (0.54%) R
19 26 (0.47%) Data Analysis Expressions
Qualifications
1 1,195 (21.45%) Security Cleared
2 830 (14.90%) SC Cleared
3 645 (11.58%) Degree
4 206 (3.70%) Computer Science Degree
5 205 (3.68%) DV Cleared
6 161 (2.89%) Microsoft Certification
7 157 (2.82%) BPSS Clearance
8 128 (2.30%) Cisco Certification
9 81 (1.45%) Azure Certification
10 79 (1.42%) CISSP
11 78 (1.40%) A+ Certification
11 78 (1.40%) PMP
12 74 (1.33%) CCNA
12 74 (1.33%) PMI Certification
13 62 (1.11%) Master's Degree
14 55 (0.99%) Network+ Certification
15 50 (0.90%) MCSE
16 49 (0.88%) CISM
17 44 (0.79%) ITIL Certification
18 43 (0.77%) CCNP
Quality Assurance & Compliance
1 396 (7.11%) Data Quality
2 359 (6.45%) QA
3 146 (2.62%) Accessibility
4 135 (2.42%) GDPR
5 125 (2.24%) SLA
6 97 (1.74%) ISO/IEC 27001
7 89 (1.60%) PMO
8 74 (1.33%) NIST
9 69 (1.24%) GRC
10 34 (0.61%) WCAG
11 28 (0.50%) Sarbanes-Oxley
12 24 (0.43%) GxP
13 22 (0.39%) Actionable Recommendations
14 17 (0.31%) 21 CFR Part 11
14 17 (0.31%) Cyber Essentials
15 16 (0.29%) NCSC
15 16 (0.29%) PCI DSS
16 15 (0.27%) COBIT
17 14 (0.25%) ISO 20022
18 12 (0.22%) HIPAA
System Software
1 456 (8.19%) Active Directory
2 364 (6.54%) Docker
3 160 (2.87%) VMware Infrastructure
4 64 (1.15%) Hyper-V
5 59 (1.06%) VMware ESXi
6 51 (0.92%) VMware NSX
6 51 (0.92%) vSphere
7 37 (0.66%) Virtual Desktop
8 30 (0.54%) Virtual Machines
9 25 (0.45%) vCloud
10 23 (0.41%) IAG
11 21 (0.38%) Firmware
12 9 (0.16%) Oracle RAC
13 8 (0.14%) Virtual Servers
14 6 (0.11%) NFS
15 4 (0.072%) Microsoft App-V
15 4 (0.072%) Squid
16 3 (0.054%) BitLocker
16 3 (0.054%) Microsoft Virtual Server
17 2 (0.036%) FreeRADIUS
Systems Management
1 399 (7.16%) Kubernetes
2 170 (3.05%) Ansible
3 140 (2.51%) Microsoft Intune
4 99 (1.78%) SCCM
5 92 (1.65%) Grafana
6 74 (1.33%) Prometheus
7 56 (1.01%) vCenter Server
8 35 (0.63%) SCOM
9 33 (0.59%) Single Sign-On
10 23 (0.41%) Control-M
11 22 (0.39%) WSUS
12 20 (0.36%) Jamf Pro
13 19 (0.34%) FortiGate
14 14 (0.25%) Argo
15 12 (0.22%) NetBackup
15 12 (0.22%) Puppet
16 11 (0.20%) Kibana
16 11 (0.20%) Progress Chef
17 9 (0.16%) Nessus
17 9 (0.16%) VxRail
Vendors
1 1,230 (22.08%) Microsoft
2 404 (7.25%) Oracle
3 370 (6.64%) ServiceNow
4 348 (6.25%) SAP
5 217 (3.90%) VMware
6 176 (3.16%) Google
7 152 (2.73%) Salesforce
8 132 (2.37%) Cisco
9 121 (2.17%) Databricks
10 112 (2.01%) Splunk
11 81 (1.45%) Workday
12 73 (1.31%) Dynatrace
13 70 (1.26%) Adobe
14 66 (1.18%) Apple
15 57 (1.02%) Dell
16 54 (0.97%) CyberArk
16 54 (0.97%) MuleSoft
17 52 (0.93%) IBM
18 48 (0.86%) Citrix
19 45 (0.81%) Red Hat