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

6 months to
2 Jun 2026
Same period 2025 Same period 2024
Rank 13 5 10
Rank change year-on-year -8 +5 +7
Contract jobs citing Problem-Solving 5,160 4,977 4,652
As % of all contract jobs in the UK 10.58% 17.20% 10.80%
As % of the Processes & Methodologies category 12.50% 18.90% 12.64%
Number of daily rates quoted 2,996 3,097 2,827
10th Percentile £263 £250 £250
25th Percentile £388 £388 £386
Median daily rate (50th Percentile) £493 £500 £500
Median % change year-on-year -1.50% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £713 £700 £725
UK excluding London median daily rate £458 £470 £475
% change year-on-year -2.66% -1.05% -5.00%
Number of hourly rates quoted 385 258 429
10th Percentile £13.10 £14.20 £11.07
25th Percentile £14.25 £15.50 £13.86
Median hourly rate £20.51 £22.14 £16.23
Median % change year-on-year -7.36% +36.41% -68.49%
75th Percentile £40.75 £34.87 £33.75
90th Percentile £74.00 £65.00 £61.60
UK excluding London median hourly rate £18.50 £20.25 £15.00
% change year-on-year -8.64% +35.00% -71.32%

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 41,283 26,327 36,811
As % of all contract IT jobs advertised in the UK 84.64% 90.98% 85.49%
Number of daily rates quoted 25,781 16,819 23,635
10th Percentile £325 £300 £300
25th Percentile £413 £408 £413
Median daily rate (50th Percentile) £513 £513 £525
Median % change year-on-year - -2.38% -4.55%
75th Percentile £613 £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 2,472 1,115 2,532
10th Percentile £14.64 £14.20 £12.75
25th Percentile £19.91 £17.87 £16.00
Median hourly rate £42.50 £27.99 £36.50
Median % change year-on-year +51.84% -23.32% +0.29%
75th Percentile £67.84 £57.50 £60.75
90th Percentile £81.05 £74.50 £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 2 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 2 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 2 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 -8 4,411 £500 - 3,850
UK excluding London -5 2,762 £458 -2.66% 2,844
London -12 1,866 £520 - 1,454
Work from Home -4 1,458 £488 -2.50% 1,707
North of England -9 722 £450 -7.69% 709
South East -6 646 £488 -2.50% 793
Midlands -9 493 £455 +4.60% 426
Yorkshire -6 348 £460 -3.16% 228
West Midlands -10 348 £469 +3.53% 257
North West -8 336 £425 -13.09% 400
South West -3 317 £500 - 337
Scotland -2 277 £438 -5.91% 151
East of England -2 242 £450 -5.63% 324
East Midlands -2 144 £443 +18.96% 170
Wales -2 66 £400 +6.67% 61
North East -15 46 £375 -16.67% 91
Northern Ireland -6 23 £380 +4.83% 117
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
1 218 (4.22%) Confluence
2 149 (2.89%) SharePoint
3 81 (1.57%) Microsoft Exchange
4 76 (1.47%) Apache Spark
5 51 (0.99%) Apache
6 50 (0.97%) Apache Airflow
7 42 (0.81%) SAS
8 32 (0.62%) CMS
9 23 (0.45%) Oracle Workflow
10 13 (0.25%) nginx
11 11 (0.21%) Adobe Experience Manager
11 11 (0.21%) CICS
11 11 (0.21%) WebLogic
12 10 (0.19%) ArcGIS
13 8 (0.16%) Camunda
13 8 (0.16%) Tomcat
14 7 (0.14%) Jupyter
14 7 (0.14%) Sitecore CMS
15 6 (0.12%) Oracle Self-Service HR
15 6 (0.12%) Oracle SOA Suite
Applications
1 302 (5.85%) Microsoft Excel
2 219 (4.24%) Microsoft Office
3 109 (2.11%) Microsoft PowerPoint
4 71 (1.38%) Microsoft Project
4 71 (1.38%) MS Visio
5 32 (0.62%) Spreadsheet
6 24 (0.47%) Chatbot
7 17 (0.33%) Adobe Creative Suite
8 14 (0.27%) Sketch
9 9 (0.17%) AutoCAD
9 9 (0.17%) CATIA
10 7 (0.14%) Adobe XD
10 7 (0.14%) Revit
10 7 (0.14%) Trello
11 6 (0.12%) Photoshop
12 5 (0.097%) Maya
13 4 (0.078%) Acrobat
13 4 (0.078%) CPLEX
14 3 (0.058%) Adobe After Effects
14 3 (0.058%) Final Cut Pro
Business Applications
1 124 (2.40%) SAP S/4HANA
2 36 (0.70%) Dynamics CRM
3 22 (0.43%) Oracle EBS
4 18 (0.35%) Aladdin
5 16 (0.31%) Oracle ERP
5 16 (0.31%) Payment Gateway
5 16 (0.31%) Remedy ITSM
6 14 (0.27%) SAP GRC
6 14 (0.27%) Workday HCM
7 13 (0.25%) Teamcenter
8 12 (0.23%) Oracle Payables
8 12 (0.23%) SAP SD
8 12 (0.23%) Sparx Enterprise Architect
9 11 (0.21%) NEC Housing
10 9 (0.17%) iTrent
11 8 (0.16%) NetSuite
11 8 (0.16%) Oracle Assets
11 8 (0.16%) SAP FI
12 7 (0.14%) Loan IQ
12 7 (0.14%) Summit
Cloud Services
1 1,051 (20.37%) Azure
2 771 (14.94%) AWS
3 399 (7.73%) Power Platform
4 345 (6.69%) Microsoft 365
5 325 (6.30%) GCP
6 231 (4.48%) Azure DevOps
7 197 (3.82%) GitHub
8 163 (3.16%) Entra ID
9 135 (2.62%) Serverless
10 128 (2.48%) SaaS
11 98 (1.90%) GitHub Actions
12 80 (1.55%) Amazon S3
13 77 (1.49%) Dynamics 365
14 75 (1.45%) OpenShift
15 73 (1.41%) AWS Lambda
16 71 (1.38%) Snowflake
17 69 (1.34%) Power Automate
18 67 (1.30%) Azure Data Factory
19 61 (1.18%) PowerApps
20 47 (0.91%) Google Workspace
Communications & Networking
1 193 (3.74%) DNS
2 162 (3.14%) Firewall
3 118 (2.29%) TCP/IP
4 109 (2.11%) WAN
5 108 (2.09%) VPN
6 102 (1.98%) DHCP
7 87 (1.69%) Network Security
8 84 (1.63%) SAN
9 81 (1.57%) LAN
10 68 (1.32%) Wi-Fi
11 49 (0.95%) VLAN
12 46 (0.89%) BGP
13 44 (0.85%) SD-WAN
14 41 (0.79%) OSPF
15 34 (0.66%) Wireless
16 32 (0.62%) VoIP
17 28 (0.54%) VXLAN
18 25 (0.48%) MPLS
19 23 (0.45%) Internet
19 23 (0.45%) NAS
Database & Business Intelligence
1 310 (6.01%) Power BI
2 200 (3.88%) SQL Server
3 155 (3.00%) Data Warehouse
4 134 (2.60%) Relational Database
5 129 (2.50%) PostgreSQL
6 105 (2.03%) Metadata
7 95 (1.84%) MongoDB
8 87 (1.69%) Tableau
9 83 (1.61%) NoSQL
10 79 (1.53%) Data Lake
11 74 (1.43%) Big Data
12 54 (1.05%) Oracle Reports
13 50 (0.97%) MySQL
14 48 (0.93%) Oracle Database
14 48 (0.93%) SQL Server Integration Services
15 37 (0.72%) Hadoop
16 29 (0.56%) Amazon RDS
17 28 (0.54%) Delta Lake
18 27 (0.52%) Azure SQL Database
18 27 (0.52%) Power Query
Development Applications
1 494 (9.57%) JIRA
2 289 (5.60%) Git
3 177 (3.43%) Jenkins
4 125 (2.42%) GitLab
5 66 (1.28%) Selenium
6 40 (0.78%) Postman
7 31 (0.60%) REST Assured
8 27 (0.52%) Cucumber
9 25 (0.48%) Bitbucket
10 22 (0.43%) Cypress.io
10 22 (0.43%) JUnit
11 17 (0.33%) JMeter
11 17 (0.33%) Sonatype Nexus
11 17 (0.33%) WebDriver
12 16 (0.31%) Mockito
12 16 (0.31%) SonarQube
13 14 (0.27%) Maven
14 13 (0.25%) Zephyr
15 12 (0.23%) Gatling
16 11 (0.21%) Rational Rhapsody
General
1 2,685 (52.03%) Social Skills
2 2,001 (38.78%) Analytical Skills
3 1,195 (23.16%) Finance
4 476 (9.22%) Public Sector
5 397 (7.69%) Banking
6 217 (4.21%) Organisational Skills
7 186 (3.60%) Retail
8 184 (3.57%) Documentation Skills
9 146 (2.83%) Legal
10 124 (2.40%) Inclusion and Diversity
11 108 (2.09%) Presentation Skills
12 103 (2.00%) Influencing Skills
13 101 (1.96%) Front Office
13 101 (1.96%) Manufacturing
14 92 (1.78%) Marketing
15 91 (1.76%) Telecoms
16 82 (1.59%) Investment Banking
17 70 (1.36%) Back Office
18 64 (1.24%) Law
19 54 (1.05%) Aerospace
Job Titles
1 719 (13.93%) Analyst
2 577 (11.18%) Developer
3 433 (8.39%) Senior
4 361 (7.00%) Architect
5 325 (6.30%) Lead
6 287 (5.56%) Business Analyst
7 254 (4.92%) Consultant
8 233 (4.52%) Data Engineer
9 187 (3.62%) Project Manager
10 145 (2.81%) IT Support
11 144 (2.79%) Support Engineer
12 122 (2.36%) Data Analyst
13 108 (2.09%) Administrator
14 102 (1.98%) IT Engineer
15 101 (1.96%) Solutions Architect
16 98 (1.90%) Java Developer
17 97 (1.88%) Software Engineer
18 93 (1.80%) Network Engineer
19 88 (1.71%) Infrastructure Engineer
20 80 (1.55%) Technical Support
Libraries, Frameworks & Software Standards
1 303 (5.87%) REST
2 155 (3.00%) .NET
3 142 (2.75%) Kafka
4 139 (2.69%) SOAP
5 135 (2.62%) React
6 130 (2.52%) RESTful
7 124 (2.40%) CSS
7 124 (2.40%) Spring
8 115 (2.23%) HTML
9 102 (1.98%) Middleware
10 96 (1.86%) JSON
11 94 (1.82%) AngularJS
12 92 (1.78%) Node.js
13 91 (1.76%) LDAP
13 91 (1.76%) Spring Boot
14 87 (1.69%) XML
15 74 (1.43%) PySpark
16 61 (1.18%) Web Services
17 56 (1.09%) OAuth
18 48 (0.93%) Oracle Fusion
Miscellaneous
1 257 (4.98%) Product Ownership
2 227 (4.40%) Onboarding
3 207 (4.01%) Data Centre
4 205 (3.97%) Cloud Native
5 167 (3.24%) Self-Motivation
6 146 (2.83%) Analytical Mindset
7 139 (2.69%) Management Information System
8 128 (2.48%) Legacy Systems
9 119 (2.31%) Distributed Systems
10 116 (2.25%) Data Protection Act
11 113 (2.19%) Virtual Team
12 111 (2.15%) Enterprise Software
13 96 (1.86%) Data Structures
14 70 (1.36%) Driving Licence
14 70 (1.36%) Security Posture
15 62 (1.20%) Algorithms
16 59 (1.14%) AI Agents
17 50 (0.97%) Foreign Exchange (FX)
18 47 (0.91%) Derivative
18 47 (0.91%) Mobile App
Operating Systems
1 607 (11.76%) Windows
2 290 (5.62%) Linux
3 112 (2.17%) Windows Server
4 110 (2.13%) Windows 10
5 103 (2.00%) Unix
6 88 (1.71%) Android
7 84 (1.63%) Apple iOS
8 80 (1.55%) Mac OS
9 53 (1.03%) Red Hat Enterprise Linux
10 22 (0.43%) Ubuntu
11 15 (0.29%) VMS
12 14 (0.27%) CentOS
13 13 (0.25%) Windows Server 2019
14 11 (0.21%) zOS
15 9 (0.17%) Windows 7
16 8 (0.16%) Mac OS X
17 7 (0.14%) Debian
18 6 (0.12%) Solaris
19 5 (0.097%) Windows Server 2012
20 4 (0.078%) Windows 8
Processes & Methodologies
1 1,376 (26.67%) Agile
2 844 (16.36%) CI/CD
3 815 (15.79%) Continuous Improvement
4 768 (14.88%) DevOps
5 754 (14.61%) Stakeholder Management
6 581 (11.26%) AI
7 576 (11.16%) Decision-Making
8 560 (10.85%) Migration
9 553 (10.72%) Analytics
10 459 (8.90%) Customer Service
11 458 (8.88%) Stakeholder Engagement
12 442 (8.57%) Data Modelling
13 433 (8.39%) ITIL
14 430 (8.33%) Project Management
15 416 (8.06%) Validation
16 406 (7.87%) Business Intelligence
17 374 (7.25%) Test Automation
18 351 (6.80%) Scrum
19 341 (6.61%) Change Management
20 311 (6.03%) Computer Science
Programming Languages
1 919 (17.81%) Python
2 897 (17.38%) SQL
3 402 (7.79%) Java
4 317 (6.14%) PowerShell
5 261 (5.06%) JavaScript
6 196 (3.80%) C#
7 139 (2.69%) TypeScript
8 117 (2.27%) Bash
9 75 (1.45%) C++
10 72 (1.40%) PL/SQL
11 56 (1.09%) Shell Script
12 46 (0.89%) Go
13 38 (0.74%) R
14 37 (0.72%) C
15 36 (0.70%) T-SQL
16 35 (0.68%) Bicep
16 35 (0.68%) Perl
17 33 (0.64%) Apex Code
18 31 (0.60%) Data Analysis Expressions
19 30 (0.58%) Scala
Qualifications
1 1,093 (21.18%) Security Cleared
2 745 (14.44%) SC Cleared
3 629 (12.19%) Degree
4 195 (3.78%) Computer Science Degree
5 185 (3.59%) DV Cleared
6 161 (3.12%) BPSS Clearance
7 137 (2.66%) Cisco Certification
8 130 (2.52%) Microsoft Certification
9 93 (1.80%) CISSP
10 84 (1.63%) PMP
11 78 (1.51%) CCNA
12 77 (1.49%) PMI Certification
13 74 (1.43%) A+ Certification
13 74 (1.43%) Master's Degree
14 67 (1.30%) Network+ Certification
15 63 (1.22%) Azure Certification
15 63 (1.22%) CISM
16 57 (1.10%) MCSE
17 43 (0.83%) CCNP
18 39 (0.76%) ITIL Certification
Quality Assurance & Compliance
1 343 (6.65%) Data Quality
2 268 (5.19%) QA
3 144 (2.79%) GDPR
4 115 (2.23%) Accessibility
5 93 (1.80%) SLA
6 91 (1.76%) ISO/IEC 27001
7 86 (1.67%) PMO
8 74 (1.43%) NIST
9 55 (1.07%) GRC
10 28 (0.54%) WCAG
11 27 (0.52%) Actionable Recommendations
12 26 (0.50%) PCI DSS
13 25 (0.48%) Sarbanes-Oxley
14 18 (0.35%) ISO 20022
15 15 (0.29%) NCSC
16 14 (0.27%) COBIT
16 14 (0.27%) PSD2
17 13 (0.25%) Cyber Essentials
18 12 (0.23%) IFRS
18 12 (0.23%) ISO 8583
System Software
1 380 (7.36%) Active Directory
2 316 (6.12%) Docker
3 105 (2.03%) VMware Infrastructure
4 41 (0.79%) vSphere
5 37 (0.72%) VMware NSX
6 33 (0.64%) Hyper-V
7 28 (0.54%) VMware ESXi
8 26 (0.50%) Virtual Desktop
9 21 (0.41%) Virtual Machines
10 20 (0.39%) Firmware
11 18 (0.35%) vCloud
12 11 (0.21%) Squid
13 7 (0.14%) IAG
13 7 (0.14%) Oracle RAC
14 5 (0.097%) RACF
15 4 (0.078%) ACF2
15 4 (0.078%) Microsoft App-V
15 4 (0.078%) NFS
15 4 (0.078%) Snort
16 3 (0.058%) SRDF
Systems Management
1 397 (7.69%) Kubernetes
2 274 (5.31%) Terraform
3 177 (3.43%) Ansible
4 129 (2.50%) Microsoft Intune
5 113 (2.19%) Grafana
6 96 (1.86%) Prometheus
7 75 (1.45%) SCCM
8 45 (0.87%) vCenter Server
9 42 (0.81%) FortiGate
9 42 (0.81%) Single Sign-On
10 26 (0.50%) Kibana
11 23 (0.45%) Control-M
12 22 (0.43%) Nessus
12 22 (0.43%) Puppet
13 21 (0.41%) Argo
14 17 (0.33%) IBM Guardium
15 15 (0.29%) Active Directory Federation Services
16 14 (0.27%) SCOM
17 12 (0.23%) WSUS
18 10 (0.19%) NetBackup
Vendors
1 956 (18.53%) Microsoft
2 332 (6.43%) Oracle
3 298 (5.78%) SAP
4 254 (4.92%) ServiceNow
5 178 (3.45%) VMware
6 145 (2.81%) Databricks
6 145 (2.81%) Google
7 127 (2.46%) Splunk
8 126 (2.44%) Cisco
9 112 (2.17%) Salesforce
10 83 (1.61%) Dell
11 69 (1.34%) CyberArk
12 65 (1.26%) Workday
13 64 (1.24%) Red Hat
14 63 (1.22%) BeyondTrust
15 61 (1.18%) Adobe
16 48 (0.93%) Citrix
17 47 (0.91%) Palo Alto
18 46 (0.89%) F5
18 46 (0.89%) HP