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

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 12 5 9
Rank change year-on-year -7 +4 +6
Contract jobs citing Problem-Solving 5,663 5,099 4,476
As % of all contract jobs in the UK 10.49% 15.68% 11.78%
As % of the Processes & Methodologies category 12.41% 17.34% 13.79%
Number of daily rates quoted 3,185 3,045 2,657
10th Percentile £250 £238 £256
25th Percentile £375 £375 £388
Median daily rate (50th Percentile) £500 £480 £500
Median % change year-on-year +4.17% -4.00% -2.55%
75th Percentile £600 £600 £604
90th Percentile £710 £700 £700
UK excluding London median daily rate £450 £450 £475
% change year-on-year - -5.26% -2.56%
Number of hourly rates quoted 507 316 240
10th Percentile £13.45 £13.82 £12.49
25th Percentile £14.35 £15.25 £15.00
Median hourly rate £18.79 £20.26 £16.23
Median % change year-on-year -7.23% +24.80% -69.76%
75th Percentile £39.25 £35.24 £29.44
90th Percentile £73.30 £65.00 £61.60
UK excluding London median hourly rate £18.25 £18.82 £16.23
% change year-on-year -3.03% +15.96% -70.25%

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 45,646 29,409 32,455
As % of all contract IT jobs advertised in the UK 84.59% 90.41% 85.44%
Number of daily rates quoted 27,910 18,256 20,327
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% -3.67%
75th Percentile £625 £625 £638
90th Percentile £725 £725 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,932 1,750 1,541
10th Percentile £14.00 £14.20 £14.41
25th Percentile £17.72 £17.30 £20.00
Median hourly rate £41.00 £25.15 £42.88
Median % change year-on-year +63.02% -41.35% +3.33%
75th Percentile £67.85 £45.79 £65.00
90th Percentile £80.00 £67.03 £75.00
UK excluding London median hourly rate £42.50 £22.63 £43.00
% change year-on-year +87.80% -47.37% +12.13%

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 September 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 September 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 September 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 -7 4,902 £500 +2.04% 7,781
UK excluding London -4 2,986 £450 - 5,282
London -12 2,154 £525 +5.00% 3,587
Work from Home -6 1,551 £500 - 2,761
South East -4 785 £475 +5.56% 1,288
North of England -11 718 £443 -6.68% 1,115
Midlands -6 554 £450 +1.69% 889
West Midlands -8 395 £450 -4.05% 552
North West -8 363 £445 -6.32% 575
South West -4 332 £483 +7.22% 726
Yorkshire -9 291 £450 -5.26% 377
Scotland -4 286 £439 -2.50% 399
East of England +1 253 £438 -12.50% 592
East Midlands -2 156 £475 +26.67% 338
North East -14 66 £375 -16.67% 183
Wales -7 60 £475 +26.67% 126
Northern Ireland -5 25 £413 -13.16% 271
Channel Islands -2 3 £525 - 3

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
1 232 (4.10%) SharePoint
2 229 (4.04%) Confluence
3 109 (1.92%) Microsoft Exchange
4 59 (1.04%) Apache Spark
5 45 (0.79%) Apache Airflow
6 40 (0.71%) Apache
7 34 (0.60%) Oracle Workflow
8 29 (0.51%) CMS
9 28 (0.49%) SAS
10 13 (0.23%) WebLogic
10 13 (0.23%) WebSphere
11 11 (0.19%) Jupyter
12 10 (0.18%) CICS
13 8 (0.14%) ArcGIS
13 8 (0.14%) IIS
13 8 (0.14%) Oracle SOA Suite
14 7 (0.12%) Appian
14 7 (0.12%) Mule
15 6 (0.11%) Anypoint
15 6 (0.11%) WordPress
Applications
1 321 (5.67%) Microsoft Excel
2 263 (4.64%) Microsoft Office
3 124 (2.19%) Microsoft PowerPoint
4 68 (1.20%) Microsoft Project
5 66 (1.17%) MS Visio
6 32 (0.57%) Spreadsheet
7 26 (0.46%) Adobe Creative Suite
8 18 (0.32%) Chatbot
9 17 (0.30%) AutoCAD
10 15 (0.26%) Sketch
11 13 (0.23%) Revit
12 11 (0.19%) Trello
13 10 (0.18%) CATIA
14 7 (0.12%) CPLEX
15 6 (0.11%) Adobe After Effects
15 6 (0.11%) Final Cut Pro
15 6 (0.11%) Windchill
16 5 (0.088%) Navisworks
17 4 (0.071%) Adobe XD
18 3 (0.053%) DaVinci Resolve
Business Applications
1 141 (2.49%) SAP S/4HANA
2 51 (0.90%) Dynamics CRM
3 39 (0.69%) Oracle EBS
4 30 (0.53%) NetSuite
5 29 (0.51%) SAP GRC
6 26 (0.46%) Workday HCM
7 25 (0.44%) Remedy ITSM
8 15 (0.26%) iTrent
8 15 (0.26%) Salesforce CRM
9 13 (0.23%) SAP SD
10 12 (0.21%) Oracle Payables
10 12 (0.21%) Teamcenter
11 11 (0.19%) Finacle
11 11 (0.19%) Oracle ERP
12 10 (0.18%) Aladdin
12 10 (0.18%) SAP CRM
13 9 (0.16%) SAP ERP
13 9 (0.16%) SAP HCM
14 8 (0.14%) Oracle General Ledger
14 8 (0.14%) Shopify
Cloud Services
1 1,126 (19.88%) Azure
2 819 (14.46%) AWS
3 505 (8.92%) Microsoft 365
4 449 (7.93%) Power Platform
5 321 (5.67%) GCP
6 285 (5.03%) Azure DevOps
7 239 (4.22%) Entra ID
8 198 (3.50%) GitHub
9 155 (2.74%) SaaS
10 122 (2.15%) Serverless
11 106 (1.87%) Power Automate
12 89 (1.57%) GitHub Actions
13 87 (1.54%) Dynamics 365
14 86 (1.52%) Microsoft Copilot
15 79 (1.40%) OneDrive
15 79 (1.40%) PowerApps
16 68 (1.20%) Snowflake
17 65 (1.15%) Azure Data Factory
18 64 (1.13%) Amazon S3
19 63 (1.11%) AWS Lambda
Communications & Networking
1 225 (3.97%) DNS
2 193 (3.41%) Firewall
3 166 (2.93%) VPN
4 135 (2.38%) DHCP
5 133 (2.35%) TCP/IP
6 128 (2.26%) WAN
7 106 (1.87%) Network Security
8 104 (1.84%) LAN
9 81 (1.43%) Wi-Fi
10 72 (1.27%) SAN
11 61 (1.08%) Wireless
12 53 (0.94%) VLAN
13 48 (0.85%) BGP
14 40 (0.71%) SD-WAN
15 36 (0.64%) VoIP
16 35 (0.62%) MPLS
17 32 (0.57%) Structured Cabling
18 27 (0.48%) OSPF
19 26 (0.46%) HTTP
20 25 (0.44%) SSL
Database & Business Intelligence
1 340 (6.00%) Power BI
2 219 (3.87%) SQL Server
3 196 (3.46%) Relational Database
4 175 (3.09%) Data Warehouse
5 163 (2.88%) PostgreSQL
6 109 (1.92%) Metadata
7 99 (1.75%) MongoDB
8 87 (1.54%) NoSQL
9 86 (1.52%) Tableau
10 78 (1.38%) Data Lake
11 62 (1.09%) Oracle Database
12 61 (1.08%) MySQL
13 55 (0.97%) Big Data
14 46 (0.81%) Oracle Reports
15 37 (0.65%) SQL Server Integration Services
16 35 (0.62%) Db2
17 30 (0.53%) Power Query
18 25 (0.44%) Amazon RDS
18 25 (0.44%) DynamoDB
19 24 (0.42%) Pentaho
Development Applications
1 492 (8.69%) JIRA
2 360 (6.36%) Git
3 184 (3.25%) Jenkins
4 136 (2.40%) GitLab
5 76 (1.34%) Selenium
6 42 (0.74%) Cypress.io
6 42 (0.74%) Maven
7 41 (0.72%) Gradle
8 40 (0.71%) Postman
9 32 (0.57%) JUnit
10 29 (0.51%) Cucumber
11 28 (0.49%) Bitbucket
11 28 (0.49%) REST Assured
12 22 (0.39%) JMeter
13 21 (0.37%) SonarQube
14 20 (0.35%) Mockito
14 20 (0.35%) Oracle Forms
15 16 (0.28%) Gatling
15 16 (0.28%) WebDriver
16 15 (0.26%) Zephyr
General
1 3,044 (53.75%) Social Skills
2 2,407 (42.50%) Analytical Skills
3 1,308 (23.10%) Finance
4 601 (10.61%) Public Sector
5 455 (8.03%) Banking
6 265 (4.68%) Organisational Skills
7 203 (3.58%) Documentation Skills
8 199 (3.51%) Manufacturing
9 188 (3.32%) Retail
10 178 (3.14%) Inclusion and Diversity
11 165 (2.91%) Influencing Skills
12 144 (2.54%) Legal
13 126 (2.22%) Front Office
14 121 (2.14%) Presentation Skills
15 117 (2.07%) Telecoms
16 113 (2.00%) Marketing
17 96 (1.70%) Investment Banking
18 84 (1.48%) Back Office
19 69 (1.22%) Law
20 65 (1.15%) Aerospace
Job Titles
1 732 (12.93%) Analyst
2 714 (12.61%) Developer
3 518 (9.15%) Senior
4 423 (7.47%) Lead
5 348 (6.15%) Architect
6 270 (4.77%) Consultant
7 244 (4.31%) Business Analyst
8 225 (3.97%) IT Support
9 217 (3.83%) Support Engineer
10 211 (3.73%) Data Engineer
11 158 (2.79%) Project Manager
12 153 (2.70%) IT Engineer
13 142 (2.51%) Administrator
14 132 (2.33%) Java Developer
15 119 (2.10%) Data Analyst
16 113 (2.00%) Infrastructure Engineer
17 108 (1.91%) Solutions Architect
18 104 (1.84%) DevOps Engineer
19 102 (1.80%) IT Support Engineer
20 100 (1.77%) Network Engineer
Libraries, Frameworks & Software Standards
1 390 (6.89%) REST
2 330 (5.83%) Terraform
3 186 (3.28%) RESTful
4 183 (3.23%) .NET
5 169 (2.98%) SOAP
6 156 (2.75%) React
7 146 (2.58%) Kafka
8 143 (2.53%) Spring
9 133 (2.35%) XML
10 131 (2.31%) JSON
11 128 (2.26%) HTML
12 126 (2.22%) CSS
13 118 (2.08%) Spring Boot
14 117 (2.07%) Middleware
15 112 (1.98%) Web Services
16 93 (1.64%) Node.js
17 90 (1.59%) AngularJS
18 86 (1.52%) OAuth
19 73 (1.29%) PySpark
20 57 (1.01%) OAuth2
Miscellaneous
1 319 (5.63%) Onboarding
2 288 (5.09%) Product Ownership
3 272 (4.80%) Cloud Native
4 218 (3.85%) Self-Motivation
5 201 (3.55%) Enterprise Software
6 186 (3.28%) Data Centre
7 184 (3.25%) Management Information System
8 169 (2.98%) Distributed Systems
9 146 (2.58%) Data Structures
10 140 (2.47%) Analytical Mindset
11 131 (2.31%) Legacy Systems
12 126 (2.22%) Data Protection Act
13 91 (1.61%) Virtual Team
14 84 (1.48%) Driving Licence
15 78 (1.38%) AI Agents
16 73 (1.29%) CMDB
17 64 (1.13%) Algorithms
18 62 (1.09%) Mobile App
19 56 (0.99%) PKI
20 55 (0.97%) Derivative
Operating Systems
1 758 (13.39%) Windows
2 319 (5.63%) Linux
3 211 (3.73%) Windows Server
4 140 (2.47%) Windows 10
5 107 (1.89%) Unix
6 92 (1.62%) Apple iOS
7 91 (1.61%) Android
8 84 (1.48%) Mac OS
9 48 (0.85%) Red Hat Enterprise Linux
10 22 (0.39%) Ubuntu
11 17 (0.30%) VMS
11 17 (0.30%) Windows Server 2019
12 12 (0.21%) zOS
13 9 (0.16%) CentOS
13 9 (0.16%) Windows Server 2016
14 8 (0.14%) Solaris
14 8 (0.14%) Windows Server 2012
15 6 (0.11%) Embedded Linux
15 6 (0.11%) Windows 7
16 4 (0.071%) Debian
Processes & Methodologies
1 1,578 (27.87%) Agile
2 1,231 (21.74%) Continuous Improvement
3 1,230 (21.72%) Stakeholder Management
4 949 (16.76%) CI/CD
5 882 (15.57%) DevOps
6 744 (13.14%) AI
7 634 (11.20%) Stakeholder Engagement
8 624 (11.02%) Decision-Making
9 584 (10.31%) Analytics
10 579 (10.22%) Migration
11 560 (9.89%) Customer Service
12 527 (9.31%) ITIL
13 460 (8.12%) Validation
14 450 (7.95%) Test Automation
15 425 (7.50%) Data Modelling
16 423 (7.47%) Scrum
17 418 (7.38%) Business Intelligence
18 379 (6.69%) ITSM
19 362 (6.39%) Roadmaps
20 359 (6.34%) Software Engineering
Programming Languages
1 1,000 (17.66%) SQL
2 904 (15.96%) Python
3 442 (7.81%) Java
4 337 (5.95%) PowerShell
5 334 (5.90%) JavaScript
6 209 (3.69%) C#
7 158 (2.79%) Bash
8 129 (2.28%) TypeScript
9 98 (1.73%) PL/SQL
10 71 (1.25%) C++
11 51 (0.90%) T-SQL
12 39 (0.69%) Go
12 39 (0.69%) Shell Script
13 37 (0.65%) Scala
14 36 (0.64%) Kotlin
15 34 (0.60%) Bicep
16 32 (0.57%) Apex Code
16 32 (0.57%) R
17 30 (0.53%) C
18 28 (0.49%) Data Analysis Expressions
Qualifications
1 1,236 (21.83%) Security Cleared
2 877 (15.49%) SC Cleared
3 652 (11.51%) Degree
4 212 (3.74%) DV Cleared
5 203 (3.58%) Computer Science Degree
6 166 (2.93%) BPSS Clearance
7 159 (2.81%) Microsoft Certification
8 108 (1.91%) Cisco Certification
9 84 (1.48%) Azure Certification
10 78 (1.38%) PMP
11 76 (1.34%) PMI Certification
12 75 (1.32%) A+ Certification
12 75 (1.32%) CISSP
13 64 (1.13%) CCNA
14 56 (0.99%) Master's Degree
15 50 (0.88%) Network+ Certification
16 49 (0.87%) AWS Certification
17 44 (0.78%) MCSE
18 43 (0.76%) CISM
19 42 (0.74%) ITIL Certification
Quality Assurance & Compliance
1 420 (7.42%) Data Quality
2 385 (6.80%) QA
3 144 (2.54%) Accessibility
4 131 (2.31%) GDPR
5 130 (2.30%) SLA
6 99 (1.75%) ISO/IEC 27001
7 95 (1.68%) PMO
8 76 (1.34%) GRC
9 75 (1.32%) NIST
10 36 (0.64%) WCAG
11 25 (0.44%) GxP
11 25 (0.44%) Sarbanes-Oxley
12 21 (0.37%) Actionable Recommendations
13 19 (0.34%) 21 CFR Part 11
14 18 (0.32%) Cyber Essentials
15 16 (0.28%) PCI DSS
16 15 (0.26%) COBIT
16 15 (0.26%) ISO 20022
17 14 (0.25%) NCSC
18 13 (0.23%) GMP
System Software
1 454 (8.02%) Active Directory
2 352 (6.22%) Docker
3 164 (2.90%) VMware Infrastructure
4 70 (1.24%) Hyper-V
5 64 (1.13%) VMware ESXi
6 55 (0.97%) VMware NSX
7 51 (0.90%) vSphere
8 38 (0.67%) Virtual Desktop
9 30 (0.53%) Virtual Machines
10 27 (0.48%) vCloud
11 26 (0.46%) IAG
12 15 (0.26%) Firmware
13 8 (0.14%) Virtual Servers
14 7 (0.12%) Oracle RAC
15 6 (0.11%) NFS
16 5 (0.088%) Microsoft App-V
17 3 (0.053%) Citrix Hypervisor
17 3 (0.053%) Microsoft Virtual Server
17 3 (0.053%) Squid
17 3 (0.053%) XenApp
Systems Management
1 395 (6.98%) Kubernetes
2 170 (3.00%) Ansible
3 134 (2.37%) Microsoft Intune
4 101 (1.78%) SCCM
5 98 (1.73%) Grafana
6 75 (1.32%) Prometheus
7 56 (0.99%) vCenter Server
8 42 (0.74%) SCOM
9 31 (0.55%) Single Sign-On
10 22 (0.39%) Control-M
10 22 (0.39%) Jamf Pro
10 22 (0.39%) WSUS
11 15 (0.26%) FortiGate
12 14 (0.25%) Argo
13 12 (0.21%) Kibana
13 12 (0.21%) NetBackup
14 11 (0.19%) Istio
15 10 (0.18%) Nessus
15 10 (0.18%) Puppet
16 9 (0.16%) Progress Chef
Vendors
1 1,283 (22.66%) Microsoft
2 422 (7.45%) Oracle
3 369 (6.52%) ServiceNow
4 357 (6.30%) SAP
5 216 (3.81%) VMware
6 162 (2.86%) Google
7 156 (2.75%) Salesforce
8 130 (2.30%) Databricks
9 128 (2.26%) Cisco
10 115 (2.03%) Splunk
11 82 (1.45%) Workday
12 69 (1.22%) Dynatrace
13 68 (1.20%) Adobe
14 65 (1.15%) Apple
15 57 (1.01%) IBM
16 55 (0.97%) MuleSoft
17 54 (0.95%) CyberArk
18 50 (0.88%) Dell
19 44 (0.78%) Red Hat
20 42 (0.74%) Citrix