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

6 months to
28 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 5,222 4,924 4,619
As % of all contract jobs in the UK 10.69% 17.19% 10.81%
As % of the Processes & Methodologies category 12.65% 18.88% 12.60%
Number of daily rates quoted 3,039 3,073 2,819
10th Percentile £263 £250 £250
25th Percentile £388 £388 £388
Median daily rate (50th Percentile) £493 £500 £501
Median % change year-on-year -1.50% -0.10% -4.67%
75th Percentile £594 £600 £625
90th Percentile £716 £700 £725
UK excluding London median daily rate £467 £472 £475
% change year-on-year -1.05% -0.68% -5.00%
Number of hourly rates quoted 388 245 422
10th Percentile £13.21 £14.20 £11.07
25th Percentile £14.64 £15.50 £13.83
Median hourly rate £20.88 £22.00 £16.23
Median % change year-on-year -5.11% +35.55% -67.54%
75th Percentile £42.00 £35.00 £34.69
90th Percentile £74.00 £65.00 £61.60
UK excluding London median hourly rate £18.50 £21.24 £15.00
% change year-on-year -12.90% +41.60% -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 41,286 26,078 36,653
As % of all contract IT jobs advertised in the UK 84.54% 91.02% 85.75%
Number of daily rates quoted 25,818 16,706 23,627
10th Percentile £325 £300 £300
25th Percentile £413 £408 £413
Median daily rate (50th Percentile) £512 £513 £525
Median % change year-on-year -0.19% -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 1,084 2,486
10th Percentile £14.68 £14.20 £12.75
25th Percentile £19.85 £18.08 £16.00
Median hourly rate £42.28 £27.52 £36.00
Median % change year-on-year +53.64% -23.57% -1.09%
75th Percentile £67.50 £57.84 £60.00
90th Percentile £80.19 £75.00 £72.50
UK excluding London median hourly rate £45.00 £25.15 £37.50
% change year-on-year +78.93% -32.93% +7.14%

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 28 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 28 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 28 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 4,466 £500 - 2,936
UK excluding London -5 2,791 £467 -1.05% 2,285
London -11 1,889 £520 - 1,021
Work from Home -4 1,473 £481 -3.75% 1,201
North of England -8 737 £450 -7.98% 593
South East -6 647 £490 -2.05% 675
Midlands -9 500 £464 +6.06% 366
Yorkshire -6 352 £467 -1.79% 186
West Midlands -10 350 £471 +2.99% 232
North West -8 349 £424 -13.74% 336
South West -2 325 £500 -3.61% 256
Scotland -2 279 £448 -3.60% 106
East of England -3 236 £450 -5.01% 249
East Midlands -1 149 £443 +18.56% 135
Wales -2 66 £413 +10.00% 48
North East -16 44 £425 -5.56% 82
Northern Ireland -4 25 £430 +5.52% 57
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
1 216 (4.14%) Confluence
2 155 (2.97%) SharePoint
3 84 (1.61%) Microsoft Exchange
4 74 (1.42%) Apache Spark
5 50 (0.96%) Apache
6 49 (0.94%) Apache Airflow
7 45 (0.86%) SAS
8 32 (0.61%) CMS
9 23 (0.44%) Oracle Workflow
10 13 (0.25%) nginx
11 11 (0.21%) Adobe Experience Manager
11 11 (0.21%) CICS
12 10 (0.19%) ArcGIS
12 10 (0.19%) WebLogic
13 8 (0.15%) Camunda
13 8 (0.15%) Tomcat
14 7 (0.13%) Sitecore CMS
15 6 (0.11%) Oracle Self-Service HR
15 6 (0.11%) Oracle SOA Suite
16 5 (0.096%) Jupyter
Applications
1 306 (5.86%) Microsoft Excel
2 228 (4.37%) Microsoft Office
3 111 (2.13%) Microsoft PowerPoint
4 75 (1.44%) Microsoft Project
5 72 (1.38%) MS Visio
6 31 (0.59%) Spreadsheet
7 24 (0.46%) Chatbot
8 17 (0.33%) Adobe Creative Suite
9 14 (0.27%) 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%) Adobe After Effects
13 4 (0.077%) CPLEX
14 3 (0.057%) Adobe Illustrator
Business Applications
1 126 (2.41%) SAP S/4HANA
2 36 (0.69%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 20 (0.38%) Aladdin
5 17 (0.33%) Remedy ITSM
6 16 (0.31%) Oracle ERP
6 16 (0.31%) Payment Gateway
7 14 (0.27%) SAP GRC
7 14 (0.27%) Workday HCM
8 13 (0.25%) Sparx Enterprise Architect
8 13 (0.25%) Teamcenter
9 12 (0.23%) NEC Housing
9 12 (0.23%) Oracle Payables
9 12 (0.23%) SAP SD
10 9 (0.17%) iTrent
11 8 (0.15%) NetSuite
11 8 (0.15%) Oracle Assets
11 8 (0.15%) SAP FI
12 7 (0.13%) Oracle HRMS
12 7 (0.13%) SAP MM
Cloud Services
1 1,061 (20.32%) Azure
2 773 (14.80%) AWS
3 405 (7.76%) Power Platform
4 355 (6.80%) Microsoft 365
5 325 (6.22%) GCP
6 237 (4.54%) Azure DevOps
7 200 (3.83%) GitHub
8 166 (3.18%) Entra ID
9 135 (2.59%) Serverless
10 127 (2.43%) SaaS
11 99 (1.90%) GitHub Actions
12 80 (1.53%) Amazon S3
12 80 (1.53%) Dynamics 365
13 75 (1.44%) OpenShift
13 75 (1.44%) Snowflake
14 72 (1.38%) AWS Lambda
15 71 (1.36%) Power Automate
16 69 (1.32%) Azure Data Factory
17 65 (1.24%) PowerApps
18 49 (0.94%) PaaS
Communications & Networking
1 197 (3.77%) DNS
2 167 (3.20%) Firewall
3 117 (2.24%) TCP/IP
4 110 (2.11%) VPN
5 108 (2.07%) WAN
6 106 (2.03%) DHCP
7 88 (1.69%) Network Security
8 85 (1.63%) SAN
9 81 (1.55%) LAN
10 68 (1.30%) Wi-Fi
11 49 (0.94%) VLAN
12 45 (0.86%) BGP
13 43 (0.82%) SD-WAN
14 40 (0.77%) OSPF
15 33 (0.63%) Wireless
16 32 (0.61%) VoIP
17 27 (0.52%) VXLAN
18 25 (0.48%) MPLS
19 23 (0.44%) Internet
19 23 (0.44%) NAS
Database & Business Intelligence
1 314 (6.01%) Power BI
2 202 (3.87%) SQL Server
3 161 (3.08%) Data Warehouse
4 132 (2.53%) Relational Database
5 129 (2.47%) PostgreSQL
6 110 (2.11%) Metadata
7 96 (1.84%) MongoDB
8 91 (1.74%) Tableau
9 87 (1.67%) NoSQL
10 81 (1.55%) Data Lake
11 75 (1.44%) Big Data
12 57 (1.09%) Oracle Reports
13 51 (0.98%) MySQL
14 50 (0.96%) Oracle Database
14 50 (0.96%) SQL Server Integration Services
15 37 (0.71%) Hadoop
16 28 (0.54%) Amazon RDS
16 28 (0.54%) Azure SQL Database
16 28 (0.54%) Delta Lake
17 27 (0.52%) Power Query
Development Applications
1 491 (9.40%) JIRA
2 294 (5.63%) Git
3 182 (3.49%) Jenkins
4 122 (2.34%) 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 17 (0.33%) JMeter
12 17 (0.33%) Sonatype Nexus
12 17 (0.33%) WebDriver
13 16 (0.31%) Mockito
13 16 (0.31%) SonarQube
14 14 (0.27%) Maven
15 13 (0.25%) Zephyr
16 12 (0.23%) Gatling
16 12 (0.23%) SpecFlow
General
1 2,703 (51.76%) Social Skills
2 2,010 (38.49%) Analytical Skills
3 1,215 (23.27%) Finance
4 480 (9.19%) Public Sector
5 396 (7.58%) Banking
6 224 (4.29%) Organisational Skills
7 185 (3.54%) Retail
8 183 (3.50%) Documentation Skills
9 149 (2.85%) Legal
10 117 (2.24%) Inclusion and Diversity
11 111 (2.13%) Influencing Skills
12 107 (2.05%) Presentation Skills
13 102 (1.95%) Manufacturing
14 100 (1.91%) Front Office
15 94 (1.80%) Marketing
16 90 (1.72%) 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
1 728 (13.94%) Analyst
2 596 (11.41%) Developer
3 445 (8.52%) Senior
4 358 (6.86%) Architect
5 323 (6.19%) Lead
6 286 (5.48%) Business Analyst
7 263 (5.04%) Consultant
8 238 (4.56%) Data Engineer
9 192 (3.68%) Project Manager
10 142 (2.72%) Support Engineer
11 141 (2.70%) IT Support
12 129 (2.47%) Data Analyst
13 106 (2.03%) Administrator
14 103 (1.97%) IT Engineer
14 103 (1.97%) Java Developer
15 99 (1.90%) Solutions Architect
16 97 (1.86%) Software Engineer
17 93 (1.78%) Infrastructure Engineer
17 93 (1.78%) Network Engineer
18 79 (1.51%) Technical Support
Libraries, Frameworks & Software Standards
1 297 (5.69%) REST
2 151 (2.89%) .NET
3 148 (2.83%) Kafka
4 137 (2.62%) SOAP
5 135 (2.59%) React
6 133 (2.55%) RESTful
7 132 (2.53%) Spring
8 118 (2.26%) CSS
9 110 (2.11%) HTML
10 100 (1.91%) Middleware
11 98 (1.88%) Spring Boot
12 97 (1.86%) Node.js
13 96 (1.84%) JSON
14 95 (1.82%) AngularJS
15 90 (1.72%) LDAP
16 87 (1.67%) XML
17 76 (1.46%) PySpark
18 61 (1.17%) OAuth
19 59 (1.13%) Web Services
20 48 (0.92%) Oracle Fusion
Miscellaneous
1 262 (5.02%) Product Ownership
2 229 (4.39%) Onboarding
3 208 (3.98%) Data Centre
4 204 (3.91%) Cloud Native
5 167 (3.20%) Self-Motivation
6 146 (2.80%) Analytical Mindset
7 141 (2.70%) Management Information System
8 127 (2.43%) Legacy Systems
9 119 (2.28%) Distributed Systems
10 116 (2.22%) Data Protection Act
11 114 (2.18%) Virtual Team
12 109 (2.09%) Enterprise Software
13 99 (1.90%) Data Structures
14 70 (1.34%) Driving Licence
15 68 (1.30%) Security Posture
16 62 (1.19%) Algorithms
17 59 (1.13%) AI Agents
18 52 (1.00%) Mobile App
19 50 (0.96%) Foreign Exchange (FX)
20 49 (0.94%) Derivative
Operating Systems
1 608 (11.64%) Windows
2 296 (5.67%) Linux
3 115 (2.20%) Windows Server
4 113 (2.16%) Windows 10
5 105 (2.01%) Unix
6 89 (1.70%) Android
7 85 (1.63%) Apple iOS
8 79 (1.51%) Mac OS
9 52 (1.00%) Red Hat Enterprise Linux
10 22 (0.42%) 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 (0.15%) Mac OS X
17 7 (0.13%) Debian
18 6 (0.11%) Solaris
19 5 (0.096%) Windows Server 2012
20 4 (0.077%) Windows 8
Processes & Methodologies
1 1,385 (26.52%) Agile
2 845 (16.18%) CI/CD
3 818 (15.66%) Continuous Improvement
4 774 (14.82%) DevOps
5 759 (14.53%) Stakeholder Management
6 585 (11.20%) AI
7 580 (11.11%) Decision-Making
8 560 (10.72%) Migration
9 556 (10.65%) Analytics
10 456 (8.73%) Customer Service
11 451 (8.64%) Stakeholder Engagement
12 447 (8.56%) Data Modelling
13 443 (8.48%) Project Management
14 430 (8.23%) ITIL
15 417 (7.99%) Validation
16 411 (7.87%) Business Intelligence
17 380 (7.28%) Test Automation
18 350 (6.70%) Scrum
19 347 (6.64%) Change Management
20 314 (6.01%) Computer Science
Programming Languages
1 935 (17.91%) Python
2 910 (17.43%) SQL
3 413 (7.91%) Java
4 318 (6.09%) PowerShell
5 261 (5.00%) JavaScript
6 197 (3.77%) C#
7 143 (2.74%) TypeScript
8 117 (2.24%) Bash
9 76 (1.46%) 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
14 37 (0.71%) T-SQL
15 35 (0.67%) Perl
16 34 (0.65%) Apex Code
17 32 (0.61%) Data Analysis Expressions
18 31 (0.59%) Scala
Qualifications
1 1,107 (21.20%) Security Cleared
2 752 (14.40%) SC Cleared
3 638 (12.22%) Degree
4 193 (3.70%) Computer Science Degree
4 193 (3.70%) DV Cleared
5 161 (3.08%) BPSS Clearance
6 136 (2.60%) Cisco Certification
7 131 (2.51%) Microsoft Certification
8 93 (1.78%) CISSP
9 83 (1.59%) PMP
10 78 (1.49%) CCNA
11 76 (1.46%) PMI Certification
12 74 (1.42%) A+ Certification
13 71 (1.36%) Master's Degree
14 69 (1.32%) Network+ Certification
15 65 (1.24%) Azure Certification
16 62 (1.19%) CISM
17 58 (1.11%) MCSE
18 43 (0.82%) CCNP
19 38 (0.73%) ITIL Certification
Quality Assurance & Compliance
1 353 (6.76%) Data Quality
2 268 (5.13%) QA
3 149 (2.85%) GDPR
4 112 (2.14%) Accessibility
5 93 (1.78%) ISO/IEC 27001
5 93 (1.78%) SLA
6 89 (1.70%) PMO
7 75 (1.44%) NIST
8 54 (1.03%) GRC
9 28 (0.54%) PCI DSS
9 28 (0.54%) WCAG
10 27 (0.52%) Actionable Recommendations
11 24 (0.46%) Sarbanes-Oxley
12 18 (0.34%) ISO 20022
13 14 (0.27%) COBIT
13 14 (0.27%) Cyber Essentials
13 14 (0.27%) NCSC
13 14 (0.27%) PSD2
14 13 (0.25%) HIPAA
15 12 (0.23%) IFRS
System Software
1 384 (7.35%) Active Directory
2 318 (6.09%) Docker
3 108 (2.07%) VMware Infrastructure
4 41 (0.79%) vSphere
5 37 (0.71%) VMware NSX
6 36 (0.69%) Hyper-V
7 27 (0.52%) VMware ESXi
8 26 (0.50%) Virtual Desktop
9 20 (0.38%) Firmware
9 20 (0.38%) Virtual Machines
10 18 (0.34%) vCloud
11 11 (0.21%) Squid
12 8 (0.15%) Oracle RAC
13 7 (0.13%) IAG
14 5 (0.096%) RACF
15 4 (0.077%) ACF2
15 4 (0.077%) Microsoft App-V
15 4 (0.077%) NFS
15 4 (0.077%) Snort
16 3 (0.057%) SRDF
Systems Management
1 400 (7.66%) Kubernetes
2 275 (5.27%) Terraform
3 180 (3.45%) Ansible
4 128 (2.45%) Microsoft Intune
5 114 (2.18%) Grafana
6 97 (1.86%) Prometheus
7 74 (1.42%) SCCM
8 45 (0.86%) vCenter Server
9 42 (0.80%) FortiGate
9 42 (0.80%) Single Sign-On
10 27 (0.52%) Kibana
11 23 (0.44%) Control-M
11 23 (0.44%) Puppet
12 22 (0.42%) Nessus
13 21 (0.40%) 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
1 967 (18.52%) Microsoft
2 334 (6.40%) Oracle
3 302 (5.78%) SAP
4 247 (4.73%) ServiceNow
5 183 (3.50%) VMware
6 148 (2.83%) Databricks
7 144 (2.76%) Google
8 128 (2.45%) Cisco
9 127 (2.43%) Splunk
10 116 (2.22%) Salesforce
11 84 (1.61%) Dell
12 69 (1.32%) CyberArk
13 65 (1.24%) Workday
14 64 (1.23%) Red Hat
15 63 (1.21%) BeyondTrust
16 62 (1.19%) Adobe
17 48 (0.92%) Citrix
18 47 (0.90%) F5
18 47 (0.90%) HP
18 47 (0.90%) Palo Alto