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 5 July 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 14 5 10
Rank change year-on-year -9 +5 +7
Contract jobs citing Problem-Solving 5,422 5,315 4,742
As % of all contract jobs in the UK 10.48% 16.74% 10.94%
As % of the Processes & Methodologies category 12.33% 18.45% 12.82%
Number of daily rates quoted 3,124 3,268 2,855
10th Percentile £263 £250 £247
25th Percentile £381 £375 £381
Median daily rate (50th Percentile) £489 £500 £500
Median % change year-on-year -2.25% - -4.76%
75th Percentile £588 £600 £619
90th Percentile £700 £700 £724
UK excluding London median daily rate £451 £463 £475
% change year-on-year -2.59% -2.63% -2.56%
Number of hourly rates quoted 432 296 406
10th Percentile £13.10 £14.20 £11.07
25th Percentile £14.64 £15.49 £14.00
Median hourly rate £19.69 £21.39 £16.23
Median % change year-on-year -7.96% +31.79% -68.49%
75th Percentile £37.50 £41.00 £32.50
90th Percentile £73.00 £65.25 £61.60
UK excluding London median hourly rate £18.75 £18.85 £15.82
% change year-on-year -0.53% +19.15% -69.13%

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 43,975 28,802 36,975
As % of all contract IT jobs advertised in the UK 84.98% 90.72% 85.30%
Number of daily rates quoted 27,325 18,167 23,595
10th Percentile £325 £300 £300
25th Percentile £415 £405 £413
Median daily rate (50th Percentile) £515 £505 £525
Median % change year-on-year +1.98% -3.81% -4.55%
75th Percentile £623 £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 2,639 1,417 2,517
10th Percentile £14.82 £14.20 £12.75
25th Percentile £20.00 £17.50 £16.24
Median hourly rate £43.96 £25.15 £37.75
Median % change year-on-year +74.79% -33.38% +0.67%
75th Percentile £68.00 £53.75 £61.30
90th Percentile £81.25 £70.00 £72.50
UK excluding London median hourly rate £43.96 £24.66 £38.12
% change year-on-year +78.26% -35.31% +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 5 July 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 5 July 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 5 July 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 -9 4,634 £493 -1.50% 3,684
UK excluding London -5 2,921 £451 -2.59% 2,797
London -12 1,958 £512 +2.36% 1,282
Work from Home -8 1,508 £488 -2.50% 1,541
South East -5 730 £482 -1.58% 834
North of England -11 726 £447 -5.89% 695
Midlands -7 532 £465 +9.29% 454
West Midlands -9 388 £469 +4.22% 247
North West -12 359 £447 -6.88% 383
Yorkshire -7 326 £450 -5.26% 219
South West -2 323 £500 - 338
Scotland -2 292 £434 -6.22% 132
East of England -2 259 £450 -3.74% 289
East Midlands -1 142 £450 +22.62% 208
Wales -1 69 £468 +32.40% 54
North East -21 47 £356 -20.83% 110
Northern Ireland -10 23 £380 -10.59% 79
Channel Islands -3 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
1 221 (4.08%) Confluence
2 164 (3.02%) SharePoint
3 89 (1.64%) Microsoft Exchange
4 80 (1.48%) Apache Spark
5 50 (0.92%) Apache
6 49 (0.90%) Apache Airflow
7 40 (0.74%) SAS
8 34 (0.63%) CMS
9 29 (0.53%) Oracle Workflow
10 18 (0.33%) WebLogic
11 13 (0.24%) WebSphere
12 11 (0.20%) ArcGIS
12 11 (0.20%) CICS
12 11 (0.20%) nginx
13 10 (0.18%) Adobe Experience Manager
13 10 (0.18%) Jupyter
14 8 (0.15%) Camunda
15 7 (0.13%) Sitecore CMS
16 6 (0.11%) Appian
16 6 (0.11%) Oracle Self-Service HR
Applications
1 298 (5.50%) Microsoft Excel
2 236 (4.35%) Microsoft Office
3 108 (1.99%) Microsoft PowerPoint
4 84 (1.55%) MS Visio
5 65 (1.20%) Microsoft Project
6 35 (0.65%) Spreadsheet
7 25 (0.46%) Chatbot
8 23 (0.42%) Adobe Creative Suite
9 14 (0.26%) AutoCAD
10 12 (0.22%) Sketch
11 11 (0.20%) Revit
12 10 (0.18%) CATIA
13 8 (0.15%) CPLEX
14 7 (0.13%) Trello
15 6 (0.11%) Adobe After Effects
15 6 (0.11%) Final Cut Pro
15 6 (0.11%) Photoshop
16 5 (0.092%) Maya
17 3 (0.055%) Navisworks
17 3 (0.055%) Oracle Smart View
Business Applications
1 135 (2.49%) SAP S/4HANA
2 42 (0.77%) Dynamics CRM
3 30 (0.55%) Oracle EBS
4 22 (0.41%) Remedy ITSM
5 20 (0.37%) NetSuite
6 18 (0.33%) Workday HCM
7 16 (0.30%) Aladdin
7 16 (0.30%) SAP GRC
8 14 (0.26%) Payment Gateway
9 13 (0.24%) SAP SD
10 12 (0.22%) Oracle ERP
10 12 (0.22%) Sparx Enterprise Architect
10 12 (0.22%) Teamcenter
11 11 (0.20%) iTrent
12 10 (0.18%) Finacle
12 10 (0.18%) Oracle Payables
13 9 (0.17%) Salesforce CRM
13 9 (0.17%) SAP HCM
14 8 (0.15%) NEC Housing
14 8 (0.15%) SAP ERP
Cloud Services
1 1,070 (19.73%) Azure
2 792 (14.61%) AWS
3 421 (7.76%) Power Platform
4 381 (7.03%) Microsoft 365
5 298 (5.50%) GCP
6 257 (4.74%) Azure DevOps
7 189 (3.49%) Entra ID
8 187 (3.45%) GitHub
9 143 (2.64%) SaaS
10 136 (2.51%) Serverless
11 91 (1.68%) GitHub Actions
12 90 (1.66%) Amazon S3
13 80 (1.48%) AWS Lambda
14 77 (1.42%) Dynamics 365
14 77 (1.42%) Power Automate
15 69 (1.27%) PowerApps
16 67 (1.24%) Azure Data Factory
17 65 (1.20%) Snowflake
18 64 (1.18%) OpenShift
19 49 (0.90%) SuccessFactors
Communications & Networking
1 217 (4.00%) DNS
2 170 (3.14%) Firewall
3 125 (2.31%) VPN
4 124 (2.29%) TCP/IP
5 118 (2.18%) DHCP
6 103 (1.90%) WAN
7 98 (1.81%) Network Security
8 86 (1.59%) SAN
9 81 (1.49%) LAN
10 76 (1.40%) Wi-Fi
11 51 (0.94%) BGP
11 51 (0.94%) VLAN
12 43 (0.79%) OSPF
13 42 (0.77%) Wireless
14 41 (0.76%) SD-WAN
15 36 (0.66%) VoIP
16 28 (0.52%) MPLS
17 27 (0.50%) VXLAN
18 24 (0.44%) NAS
18 24 (0.44%) Structured Cabling
Database & Business Intelligence
1 326 (6.01%) Power BI
2 227 (4.19%) SQL Server
3 160 (2.95%) Data Warehouse
4 154 (2.84%) Relational Database
5 141 (2.60%) PostgreSQL
6 117 (2.16%) MongoDB
7 103 (1.90%) Metadata
8 92 (1.70%) Data Lake
8 92 (1.70%) NoSQL
9 89 (1.64%) Tableau
10 77 (1.42%) Big Data
11 58 (1.07%) Oracle Database
12 53 (0.98%) MySQL
13 50 (0.92%) SQL Server Integration Services
14 45 (0.83%) Oracle Reports
15 37 (0.68%) Hadoop
16 33 (0.61%) Db2
17 28 (0.52%) Amazon RDS
18 27 (0.50%) Delta Lake
18 27 (0.50%) Power Query
Development Applications
1 510 (9.41%) JIRA
2 307 (5.66%) Git
3 194 (3.58%) Jenkins
4 129 (2.38%) GitLab
5 70 (1.29%) Selenium
6 44 (0.81%) Postman
7 38 (0.70%) REST Assured
8 31 (0.57%) Cypress.io
9 28 (0.52%) Cucumber
10 26 (0.48%) JUnit
11 23 (0.42%) Bitbucket
12 21 (0.39%) Mockito
13 18 (0.33%) WebDriver
14 16 (0.30%) Gradle
14 16 (0.30%) JMeter
14 16 (0.30%) Maven
14 16 (0.30%) Sonatype Nexus
15 15 (0.28%) SonarQube
15 15 (0.28%) Zephyr
16 12 (0.22%) SpecFlow
General
1 2,804 (51.72%) Social Skills
2 2,170 (40.02%) Analytical Skills
3 1,279 (23.59%) Finance
4 522 (9.63%) Public Sector
5 413 (7.62%) Banking
6 213 (3.93%) Organisational Skills
7 209 (3.85%) Documentation Skills
8 189 (3.49%) Retail
9 154 (2.84%) Legal
10 151 (2.78%) Inclusion and Diversity
11 130 (2.40%) Manufacturing
12 127 (2.34%) Influencing Skills
13 115 (2.12%) Presentation Skills
14 112 (2.07%) Front Office
15 98 (1.81%) Marketing
16 96 (1.77%) Telecoms
17 93 (1.72%) Investment Banking
18 81 (1.49%) Back Office
19 60 (1.11%) Aerospace
20 57 (1.05%) Law
Job Titles
1 732 (13.50%) Analyst
2 646 (11.91%) Developer
3 481 (8.87%) Senior
4 380 (7.01%) Architect
5 364 (6.71%) Lead
6 279 (5.15%) Business Analyst
7 255 (4.70%) Consultant
8 236 (4.35%) Data Engineer
9 182 (3.36%) IT Support
10 179 (3.30%) Support Engineer
11 176 (3.25%) Project Manager
12 126 (2.32%) Java Developer
13 124 (2.29%) IT Engineer
14 123 (2.27%) Administrator
15 117 (2.16%) Data Analyst
16 111 (2.05%) Solutions Architect
17 98 (1.81%) Software Engineer
18 90 (1.66%) Technical Support
19 89 (1.64%) Infrastructure Engineer
19 89 (1.64%) Network Engineer
Libraries, Frameworks & Software Standards
1 326 (6.01%) REST
2 166 (3.06%) .NET
3 156 (2.88%) Kafka
4 152 (2.80%) Spring
5 143 (2.64%) RESTful
6 139 (2.56%) React
7 136 (2.51%) SOAP
8 120 (2.21%) JSON
9 114 (2.10%) CSS
10 113 (2.08%) Middleware
10 113 (2.08%) Spring Boot
11 105 (1.94%) HTML
12 103 (1.90%) XML
13 90 (1.66%) AngularJS
14 88 (1.62%) Node.js
15 78 (1.44%) PySpark
16 68 (1.25%) Web Services
17 60 (1.11%) OAuth
18 57 (1.05%) LDAP
19 49 (0.90%) Playwright
Miscellaneous
1 268 (4.94%) Product Ownership
2 251 (4.63%) Onboarding
3 235 (4.33%) Cloud Native
4 209 (3.85%) Data Centre
5 198 (3.65%) Self-Motivation
6 163 (3.01%) Analytical Mindset
7 148 (2.73%) Distributed Systems
8 141 (2.60%) Management Information System
9 135 (2.49%) Legacy Systems
10 133 (2.45%) Enterprise Software
11 129 (2.38%) Data Protection Act
12 125 (2.31%) Data Structures
13 117 (2.16%) Virtual Team
14 72 (1.33%) Driving Licence
15 70 (1.29%) Algorithms
16 61 (1.13%) AI Agents
17 56 (1.03%) Derivative
17 56 (1.03%) Foreign Exchange (FX)
18 55 (1.01%) CMDB
19 52 (0.96%) Security Posture
Operating Systems
1 679 (12.52%) Windows
2 293 (5.40%) Linux
3 135 (2.49%) Windows Server
4 116 (2.14%) Windows 10
5 115 (2.12%) Unix
6 90 (1.66%) Mac OS
7 87 (1.60%) Android
8 82 (1.51%) Apple iOS
9 49 (0.90%) Red Hat Enterprise Linux
10 19 (0.35%) Ubuntu
11 13 (0.24%) Windows Server 2019
12 12 (0.22%) VMS
13 11 (0.20%) zOS
14 9 (0.17%) Mac OS X
15 8 (0.15%) CentOS
15 8 (0.15%) Solaris
15 8 (0.15%) Windows 7
16 5 (0.092%) Debian
16 5 (0.092%) Windows Server 2012
17 4 (0.074%) AIX
Processes & Methodologies
1 1,442 (26.60%) Agile
2 969 (17.87%) Continuous Improvement
3 900 (16.60%) Stakeholder Management
4 886 (16.34%) CI/CD
5 840 (15.49%) DevOps
6 649 (11.97%) AI
7 610 (11.25%) Decision-Making
8 591 (10.90%) Analytics
9 581 (10.72%) Migration
10 537 (9.90%) Stakeholder Engagement
11 502 (9.26%) ITIL
12 500 (9.22%) Customer Service
13 446 (8.23%) Validation
14 433 (7.99%) Data Modelling
15 421 (7.76%) Business Intelligence
16 398 (7.34%) Test Automation
17 380 (7.01%) Project Management
18 378 (6.97%) Scrum
19 353 (6.51%) Change Management
20 347 (6.40%) Roadmaps
Programming Languages
1 981 (18.09%) SQL
2 917 (16.91%) Python
3 442 (8.15%) Java
4 290 (5.35%) PowerShell
5 281 (5.18%) JavaScript
6 198 (3.65%) C#
7 129 (2.38%) TypeScript
8 126 (2.32%) Bash
9 87 (1.60%) PL/SQL
10 74 (1.36%) C++
11 51 (0.94%) T-SQL
12 50 (0.92%) Shell Script
13 48 (0.89%) Go
14 44 (0.81%) C
15 38 (0.70%) R
16 37 (0.68%) Bicep
17 36 (0.66%) Apex Code
18 35 (0.65%) Data Analysis Expressions
19 28 (0.52%) Kotlin
19 28 (0.52%) Scala
Qualifications
1 1,185 (21.86%) Security Cleared
2 807 (14.88%) SC Cleared
3 653 (12.04%) Degree
4 206 (3.80%) DV Cleared
5 191 (3.52%) Computer Science Degree
6 156 (2.88%) BPSS Clearance
7 145 (2.67%) Microsoft Certification
8 141 (2.60%) Cisco Certification
9 90 (1.66%) CISSP
10 82 (1.51%) CCNA
11 81 (1.49%) A+ Certification
12 80 (1.48%) PMP
13 73 (1.35%) PMI Certification
14 70 (1.29%) Master's Degree
15 69 (1.27%) Azure Certification
16 64 (1.18%) Network+ Certification
17 58 (1.07%) CISM
18 56 (1.03%) MCSE
19 45 (0.83%) AWS Certification
20 43 (0.79%) CCNP
Quality Assurance & Compliance
1 377 (6.95%) Data Quality
2 310 (5.72%) QA
3 154 (2.84%) GDPR
4 129 (2.38%) Accessibility
5 116 (2.14%) SLA
6 94 (1.73%) ISO/IEC 27001
7 76 (1.40%) NIST
7 76 (1.40%) PMO
8 55 (1.01%) GRC
9 30 (0.55%) Actionable Recommendations
10 27 (0.50%) Sarbanes-Oxley
11 23 (0.42%) PCI DSS
12 22 (0.41%) WCAG
13 18 (0.33%) ISO 20022
14 17 (0.31%) GxP
14 17 (0.31%) NCSC
15 14 (0.26%) COBIT
16 13 (0.24%) HIPAA
17 12 (0.22%) PSD2
18 11 (0.20%) IFRS
System Software
1 397 (7.32%) Active Directory
2 348 (6.42%) Docker
3 121 (2.23%) VMware Infrastructure
4 46 (0.85%) vSphere
5 44 (0.81%) VMware NSX
6 42 (0.77%) VMware ESXi
7 36 (0.66%) Hyper-V
8 29 (0.53%) Virtual Machines
9 24 (0.44%) Virtual Desktop
10 21 (0.39%) vCloud
11 20 (0.37%) Firmware
12 13 (0.24%) IAG
13 11 (0.20%) Squid
14 8 (0.15%) Oracle RAC
15 7 (0.13%) NFS
16 4 (0.074%) ACF2
16 4 (0.074%) Microsoft App-V
16 4 (0.074%) RACF
16 4 (0.074%) Snort
16 4 (0.074%) Time Sharing Option
Systems Management
1 423 (7.80%) Kubernetes
2 309 (5.70%) Terraform
3 171 (3.15%) Ansible
4 129 (2.38%) Microsoft Intune
5 114 (2.10%) Grafana
6 100 (1.84%) Prometheus
7 85 (1.57%) SCCM
8 54 (1.00%) vCenter Server
9 42 (0.77%) Single Sign-On
10 39 (0.72%) FortiGate
11 27 (0.50%) Control-M
12 23 (0.42%) SCOM
13 22 (0.41%) Nessus
14 20 (0.37%) Argo
15 18 (0.33%) IBM Guardium
16 17 (0.31%) Jamf Pro
16 17 (0.31%) WSUS
17 16 (0.30%) Kibana
18 12 (0.22%) Active Directory Federation Services
18 12 (0.22%) NetBackup
Vendors
1 1,045 (19.27%) Microsoft
2 384 (7.08%) Oracle
3 337 (6.22%) SAP
4 332 (6.12%) ServiceNow
5 190 (3.50%) VMware
6 164 (3.02%) Google
7 131 (2.42%) Databricks
7 131 (2.42%) Splunk
8 128 (2.36%) Salesforce
9 118 (2.18%) Cisco
10 79 (1.46%) Workday
11 75 (1.38%) Dell
12 62 (1.14%) Dynatrace
13 60 (1.11%) Adobe
14 59 (1.09%) Red Hat
15 55 (1.01%) MuleSoft
16 54 (1.00%) Citrix
17 50 (0.92%) Apple
18 46 (0.85%) IBM
19 44 (0.81%) Informatica