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

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 12 5 10
Rank change year-on-year -7 +5 +7
Contract jobs citing Problem-Solving 5,218 4,901 4,632
As % of all contract jobs in the UK 10.71% 17.15% 10.86%
As % of the Processes & Methodologies category 12.67% 18.84% 12.66%
Number of daily rates quoted 3,047 3,066 2,824
10th Percentile £263 £250 £250
25th Percentile £390 £388 £388
Median daily rate (50th Percentile) £492 £500 £500
Median % change year-on-year -1.60% - -4.76%
75th Percentile £594 £600 £625
90th Percentile £716 £700 £725
UK excluding London median daily rate £469 £471 £475
% change year-on-year -0.32% -0.94% -4.52%
Number of hourly rates quoted 384 242 422
10th Percentile £13.15 £14.20 £11.07
25th Percentile £14.54 £15.46 £13.83
Median hourly rate £20.88 £22.00 £16.23
Median % change year-on-year -5.11% +35.55% -67.54%
75th Percentile £41.06 £35.00 £34.69
90th Percentile £73.93 £65.00 £61.60
UK excluding London median hourly rate £18.50 £20.25 £15.00
% change year-on-year -8.64% +35.00% -70.00%

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 41,181 26,010 36,599
As % of all contract IT jobs advertised in the UK 84.50% 91.03% 85.78%
Number of daily rates quoted 25,765 16,696 23,578
10th Percentile £325 £303 £300
25th Percentile £413 £409 £413
Median daily rate (50th Percentile) £512 £513 £525
Median % change year-on-year -0.14% -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 2,462 1,066 2,486
10th Percentile £14.68 £14.20 £12.75
25th Percentile £19.73 £17.92 £16.00
Median hourly rate £41.94 £27.45 £36.02
Median % change year-on-year +52.79% -23.80% -2.64%
75th Percentile £67.50 £57.50 £60.00
90th Percentile £80.05 £75.00 £72.50
UK excluding London median hourly rate £42.69 £25.15 £37.75
% change year-on-year +69.72% -33.38% +7.86%

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 27 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 27 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 27 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 4,454 £500 - 3,314
UK excluding London -5 2,810 £469 -0.32% 2,449
London -11 1,868 £520 - 1,220
Work from Home -3 1,473 £475 -5.00% 1,390
North of England -8 738 £450 -7.83% 658
South East -7 650 £492 -1.60% 699
Midlands -8 499 £467 +6.84% 385
North West -8 353 £425 -13.27% 371
Yorkshire -6 349 £467 -1.79% 212
West Midlands -10 349 £474 +4.48% 246
South West -1 331 £500 -3.61% 279
Scotland -1 280 £449 -3.44% 119
East of England -3 238 £450 -5.26% 260
East Midlands -1 149 £443 +18.17% 140
Wales -2 71 £400 +6.67% 52
North East -14 44 £425 -5.56% 86
Northern Ireland -4 27 £447 +14.25% 59
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
1 215 (4.12%) Confluence
2 152 (2.91%) SharePoint
3 84 (1.61%) Microsoft Exchange
4 75 (1.44%) Apache Spark
5 50 (0.96%) Apache
6 48 (0.92%) Apache Airflow
7 45 (0.86%) SAS
8 32 (0.61%) CMS
9 22 (0.42%) Oracle Workflow
10 13 (0.25%) nginx
11 11 (0.21%) Adobe Experience Manager
12 10 (0.19%) ArcGIS
12 10 (0.19%) WebLogic
13 9 (0.17%) CICS
14 8 (0.15%) Camunda
14 8 (0.15%) Tomcat
15 7 (0.13%) Sitecore CMS
16 6 (0.11%) Oracle Self-Service HR
16 6 (0.11%) Oracle SOA Suite
17 5 (0.096%) Jupyter
Applications
1 303 (5.81%) Microsoft Excel
2 227 (4.35%) Microsoft Office
3 111 (2.13%) Microsoft PowerPoint
4 76 (1.46%) Microsoft Project
5 72 (1.38%) MS Visio
6 31 (0.59%) Spreadsheet
7 24 (0.46%) Chatbot
8 15 (0.29%) Adobe Creative Suite
9 13 (0.25%) Sketch
10 9 (0.17%) AutoCAD
10 9 (0.17%) CATIA
11 7 (0.13%) Adobe XD
11 7 (0.13%) Photoshop
11 7 (0.13%) Revit
11 7 (0.13%) Trello
12 5 (0.096%) Maya
13 4 (0.077%) Acrobat
13 4 (0.077%) CPLEX
14 3 (0.057%) LaTeX
14 3 (0.057%) Oracle Smart View
Business Applications
1 126 (2.41%) SAP S/4HANA
2 34 (0.65%) Dynamics CRM
3 23 (0.44%) Oracle EBS
4 20 (0.38%) Aladdin
5 16 (0.31%) Oracle ERP
5 16 (0.31%) Payment Gateway
5 16 (0.31%) Remedy ITSM
6 14 (0.27%) Workday HCM
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%) Oracle Payables
8 12 (0.23%) SAP SD
9 9 (0.17%) iTrent
9 9 (0.17%) SAP FI
10 8 (0.15%) NetSuite
10 8 (0.15%) Oracle Assets
11 7 (0.13%) Loan IQ
11 7 (0.13%) Shopify
Cloud Services
1 1,058 (20.28%) Azure
2 771 (14.78%) AWS
3 400 (7.67%) Power Platform
4 353 (6.77%) Microsoft 365
5 327 (6.27%) GCP
6 235 (4.50%) Azure DevOps
7 201 (3.85%) GitHub
8 165 (3.16%) Entra ID
9 135 (2.59%) Serverless
10 126 (2.41%) SaaS
11 99 (1.90%) GitHub Actions
12 80 (1.53%) Amazon S3
13 78 (1.49%) Dynamics 365
14 75 (1.44%) Snowflake
15 74 (1.42%) OpenShift
16 72 (1.38%) AWS Lambda
17 69 (1.32%) Azure Data Factory
17 69 (1.32%) Power Automate
18 63 (1.21%) PowerApps
19 50 (0.96%) PaaS
Communications & Networking
1 197 (3.78%) DNS
2 168 (3.22%) Firewall
3 116 (2.22%) TCP/IP
4 110 (2.11%) VPN
4 110 (2.11%) WAN
5 105 (2.01%) DHCP
6 87 (1.67%) Network Security
7 84 (1.61%) SAN
8 82 (1.57%) LAN
9 69 (1.32%) Wi-Fi
10 49 (0.94%) VLAN
11 47 (0.90%) BGP
12 43 (0.82%) SD-WAN
13 42 (0.80%) OSPF
14 32 (0.61%) VoIP
14 32 (0.61%) Wireless
15 27 (0.52%) VXLAN
16 25 (0.48%) MPLS
17 23 (0.44%) Internet
18 22 (0.42%) NAS
Database & Business Intelligence
1 312 (5.98%) Power BI
2 201 (3.85%) SQL Server
3 158 (3.03%) Data Warehouse
4 131 (2.51%) Relational Database
5 129 (2.47%) PostgreSQL
6 110 (2.11%) Metadata
7 96 (1.84%) MongoDB
8 90 (1.72%) Tableau
9 85 (1.63%) NoSQL
10 81 (1.55%) Data Lake
11 75 (1.44%) Big Data
12 58 (1.11%) Oracle Reports
13 52 (1.00%) MySQL
14 49 (0.94%) Oracle Database
14 49 (0.94%) SQL Server Integration Services
15 38 (0.73%) Hadoop
16 28 (0.54%) Delta Lake
17 27 (0.52%) Amazon RDS
17 27 (0.52%) Azure SQL Database
17 27 (0.52%) Power Query
Development Applications
1 489 (9.37%) JIRA
2 292 (5.60%) Git
3 181 (3.47%) Jenkins
4 123 (2.36%) GitLab
5 66 (1.26%) Selenium
6 40 (0.77%) Postman
7 31 (0.59%) REST Assured
8 29 (0.56%) Cucumber
9 24 (0.46%) Bitbucket
10 23 (0.44%) JUnit
11 21 (0.40%) Cypress.io
12 18 (0.34%) Sonatype Nexus
13 17 (0.33%) JMeter
13 17 (0.33%) WebDriver
14 16 (0.31%) Mockito
14 16 (0.31%) SonarQube
15 14 (0.27%) Maven
16 13 (0.25%) Zephyr
17 12 (0.23%) Gatling
17 12 (0.23%) SpecFlow
General
1 2,682 (51.40%) Social Skills
2 2,003 (38.39%) Analytical Skills
3 1,212 (23.23%) Finance
4 481 (9.22%) Public Sector
5 398 (7.63%) Banking
6 221 (4.24%) Organisational Skills
7 185 (3.55%) Retail
8 180 (3.45%) Documentation Skills
9 150 (2.87%) Legal
10 115 (2.20%) Inclusion and Diversity
11 114 (2.18%) Influencing Skills
12 108 (2.07%) Presentation Skills
13 103 (1.97%) Manufacturing
14 101 (1.94%) Front Office
15 92 (1.76%) Marketing
16 91 (1.74%) Telecoms
17 84 (1.61%) Investment Banking
18 68 (1.30%) Back Office
19 62 (1.19%) Law
20 54 (1.03%) Aerospace
Job Titles
1 729 (13.97%) Analyst
2 608 (11.65%) Developer
3 443 (8.49%) Senior
4 357 (6.84%) Architect
5 320 (6.13%) Lead
6 287 (5.50%) Business Analyst
7 263 (5.04%) Consultant
8 237 (4.54%) Data Engineer
9 193 (3.70%) Project Manager
10 142 (2.72%) Support Engineer
11 139 (2.66%) IT Support
12 130 (2.49%) Data Analyst
13 104 (1.99%) Java Developer
14 103 (1.97%) Administrator
15 102 (1.95%) IT Engineer
16 99 (1.90%) Solutions Architect
17 97 (1.86%) Software Engineer
18 93 (1.78%) Infrastructure Engineer
18 93 (1.78%) Network Engineer
19 78 (1.49%) Technical Support
Libraries, Frameworks & Software Standards
1 299 (5.73%) REST
2 149 (2.86%) .NET
3 148 (2.84%) Kafka
4 138 (2.64%) SOAP
5 133 (2.55%) React
5 133 (2.55%) RESTful
6 131 (2.51%) Spring
7 118 (2.26%) CSS
8 111 (2.13%) HTML
9 98 (1.88%) Middleware
10 97 (1.86%) Node.js
10 97 (1.86%) Spring Boot
11 95 (1.82%) AngularJS
11 95 (1.82%) JSON
12 91 (1.74%) LDAP
13 87 (1.67%) XML
14 77 (1.48%) PySpark
15 60 (1.15%) OAuth
16 59 (1.13%) Web Services
17 47 (0.90%) Oracle Fusion
Miscellaneous
1 261 (5.00%) Product Ownership
2 230 (4.41%) Onboarding
3 207 (3.97%) Data Centre
4 202 (3.87%) Cloud Native
5 166 (3.18%) Self-Motivation
6 145 (2.78%) Analytical Mindset
7 138 (2.64%) Management Information System
8 123 (2.36%) Legacy Systems
9 119 (2.28%) Distributed Systems
10 115 (2.20%) Data Protection Act
11 114 (2.18%) Virtual Team
12 109 (2.09%) Enterprise Software
13 100 (1.92%) Data Structures
14 71 (1.36%) Driving Licence
15 68 (1.30%) Security Posture
16 63 (1.21%) Algorithms
17 57 (1.09%) AI Agents
18 52 (1.00%) Mobile App
19 49 (0.94%) Derivative
19 49 (0.94%) Foreign Exchange (FX)
Operating Systems
1 607 (11.63%) Windows
2 294 (5.63%) Linux
3 116 (2.22%) Windows Server
4 112 (2.15%) Windows 10
5 105 (2.01%) Unix
6 89 (1.71%) Android
7 85 (1.63%) Apple iOS
8 80 (1.53%) Mac OS
9 52 (1.00%) Red Hat Enterprise Linux
10 21 (0.40%) Ubuntu
11 16 (0.31%) VMS
12 14 (0.27%) CentOS
12 14 (0.27%) Windows Server 2019
13 10 (0.19%) zOS
14 9 (0.17%) Windows 7
15 8 (0.15%) Mac OS X
16 7 (0.13%) Debian
17 6 (0.11%) Solaris
18 5 (0.096%) Windows Server 2012
19 4 (0.077%) Rocky
Processes & Methodologies
1 1,390 (26.64%) Agile
2 844 (16.17%) CI/CD
3 807 (15.47%) Continuous Improvement
4 769 (14.74%) DevOps
5 753 (14.43%) Stakeholder Management
6 582 (11.15%) AI
7 577 (11.06%) Decision-Making
8 557 (10.67%) Migration
9 556 (10.66%) Analytics
10 453 (8.68%) Customer Service
11 446 (8.55%) Data Modelling
12 443 (8.49%) Stakeholder Engagement
13 442 (8.47%) Project Management
14 429 (8.22%) ITIL
15 418 (8.01%) Validation
16 409 (7.84%) Business Intelligence
17 381 (7.30%) Test Automation
18 353 (6.77%) Scrum
19 348 (6.67%) Change Management
20 314 (6.02%) Computer Science
Programming Languages
1 934 (17.90%) Python
2 902 (17.29%) SQL
3 415 (7.95%) Java
4 319 (6.11%) PowerShell
5 260 (4.98%) JavaScript
6 195 (3.74%) C#
7 141 (2.70%) TypeScript
8 115 (2.20%) Bash
9 75 (1.44%) C++
10 72 (1.38%) PL/SQL
11 57 (1.09%) Shell Script
12 47 (0.90%) Go
13 40 (0.77%) R
14 37 (0.71%) Bicep
14 37 (0.71%) C
15 35 (0.67%) Perl
15 35 (0.67%) T-SQL
16 34 (0.65%) Apex Code
17 31 (0.59%) Data Analysis Expressions
18 30 (0.57%) Scala
Qualifications
1 1,113 (21.33%) Security Cleared
2 757 (14.51%) SC Cleared
3 636 (12.19%) Degree
4 199 (3.81%) DV Cleared
5 192 (3.68%) Computer Science Degree
6 161 (3.09%) BPSS Clearance
7 137 (2.63%) Cisco Certification
8 131 (2.51%) Microsoft Certification
9 93 (1.78%) CISSP
10 84 (1.61%) PMP
11 78 (1.49%) CCNA
12 77 (1.48%) PMI Certification
13 74 (1.42%) A+ Certification
14 69 (1.32%) Master's Degree
15 68 (1.30%) Network+ Certification
16 64 (1.23%) Azure Certification
17 62 (1.19%) CISM
18 58 (1.11%) MCSE
19 44 (0.84%) CCNP
20 36 (0.69%) ITIL Certification
Quality Assurance & Compliance
1 350 (6.71%) Data Quality
2 267 (5.12%) QA
3 147 (2.82%) GDPR
4 110 (2.11%) Accessibility
5 92 (1.76%) ISO/IEC 27001
6 91 (1.74%) SLA
7 88 (1.69%) PMO
8 75 (1.44%) NIST
9 53 (1.02%) GRC
10 28 (0.54%) PCI DSS
10 28 (0.54%) WCAG
11 27 (0.52%) Actionable Recommendations
12 24 (0.46%) Sarbanes-Oxley
13 18 (0.34%) ISO 20022
14 16 (0.31%) IFRS
15 15 (0.29%) NCSC
16 14 (0.27%) Cyber Essentials
16 14 (0.27%) PSD2
17 13 (0.25%) COBIT
17 13 (0.25%) HIPAA
System Software
1 385 (7.38%) Active Directory
2 318 (6.09%) Docker
3 108 (2.07%) VMware Infrastructure
4 40 (0.77%) vSphere
5 37 (0.71%) VMware NSX
6 35 (0.67%) Hyper-V
7 26 (0.50%) Virtual Desktop
7 26 (0.50%) VMware ESXi
8 20 (0.38%) Firmware
9 19 (0.36%) Virtual Machines
10 18 (0.34%) vCloud
11 11 (0.21%) Squid
12 8 (0.15%) Oracle RAC
13 6 (0.11%) IAG
14 4 (0.077%) Microsoft App-V
14 4 (0.077%) RACF
14 4 (0.077%) Snort
15 3 (0.057%) ACF2
15 3 (0.057%) BitLocker
15 3 (0.057%) NFS
Systems Management
1 400 (7.67%) Kubernetes
2 274 (5.25%) Terraform
3 178 (3.41%) Ansible
4 127 (2.43%) Microsoft Intune
5 114 (2.18%) Grafana
6 97 (1.86%) Prometheus
7 77 (1.48%) SCCM
8 45 (0.86%) vCenter Server
9 42 (0.80%) FortiGate
10 41 (0.79%) Single Sign-On
11 27 (0.52%) Kibana
12 23 (0.44%) Control-M
12 23 (0.44%) Puppet
13 22 (0.42%) Nessus
14 20 (0.38%) Argo
15 17 (0.33%) IBM Guardium
16 15 (0.29%) Active Directory Federation Services
16 15 (0.29%) SCOM
17 12 (0.23%) WSUS
18 9 (0.17%) NetBackup
Vendors
1 961 (18.42%) Microsoft
2 335 (6.42%) Oracle
3 303 (5.81%) SAP
4 247 (4.73%) ServiceNow
5 184 (3.53%) VMware
6 148 (2.84%) Databricks
7 143 (2.74%) Google
8 128 (2.45%) Cisco
9 127 (2.43%) Splunk
10 115 (2.20%) Salesforce
11 83 (1.59%) Dell
12 69 (1.32%) CyberArk
13 65 (1.25%) Workday
14 63 (1.21%) BeyondTrust
14 63 (1.21%) Red Hat
15 60 (1.15%) Adobe
16 48 (0.92%) Citrix
16 48 (0.92%) F5
16 48 (0.92%) Palo Alto
17 47 (0.90%) HP