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

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 9 5 10
Rank change year-on-year -4 +5 +10
Contract jobs citing Problem-Solving 5,478 4,845 4,775
As % of all contract jobs in the UK 12.01% 16.56% 10.88%
As % of the Processes & Methodologies category 14.06% 18.29% 12.60%
Number of daily rates quoted 3,322 3,048 2,949
10th Percentile £281 £250 £213
25th Percentile £400 £397 £380
Median daily rate (50th Percentile) £480 £500 £500
Median % change year-on-year -4.00% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £715 £700 £725
UK excluding London median daily rate £470 £469 £475
% change year-on-year +0.21% -1.26% -5.00%
Number of hourly rates quoted 337 224 409
10th Percentile £13.00 £14.84 £11.06
25th Percentile £15.18 £16.95 £14.00
Median hourly rate £21.00 £24.66 £17.50
Median % change year-on-year -14.84% +40.91% -56.79%
75th Percentile £44.94 £41.50 £41.25
90th Percentile £74.26 £68.58 £65.00
UK excluding London median hourly rate £18.00 £22.00 £15.63
% change year-on-year -18.18% +40.75% -48.53%

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 38,955 26,496 37,900
As % of all contract IT jobs advertised in the UK 85.44% 90.55% 86.35%
Number of daily rates quoted 24,674 17,197 24,574
10th Percentile £314 £308 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £725 £744 £750
UK excluding London median daily rate £487 £488 £500
% change year-on-year -0.10% -2.50% -
Number of hourly rates quoted 2,314 992 2,359
10th Percentile £15.00 £15.00 £12.75
25th Percentile £19.02 £19.87 £16.00
Median hourly rate £36.00 £31.51 £33.00
Median % change year-on-year +14.25% -4.52% -11.53%
75th Percentile £65.00 £63.75 £57.50
90th Percentile £77.50 £75.48 £70.39
UK excluding London median hourly rate £35.87 £30.00 £32.50
% change year-on-year +19.55% -7.69% -11.69%

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 7 April 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 7 April 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 7 April 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 -3 4,704 £491 -1.80% 3,248
UK excluding London -5 2,850 £470 +0.21% 2,670
London -7 2,052 £513 -2.38% 986
Work from Home 0 1,546 £475 -5.00% 1,286
North of England -5 785 £450 -5.26% 662
South East -5 667 £495 -1.00% 802
Midlands -4 521 £450 +0.67% 478
North West -5 390 £425 -10.53% 365
West Midlands -3 376 £475 +2.98% 278
Yorkshire -4 347 £470 -2.08% 222
South West -2 321 £520 +4.00% 308
Scotland +1 258 £438 -2.78% 127
East of England -3 222 £450 - 288
East Midlands -3 146 £411 +11.22% 199
Wales -2 72 £400 +6.67% 81
North East -4 57 £438 -2.78% 92
Northern Ireland -2 28 £447 +27.71% 19
Channel Islands -6 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
1 226 (4.13%) Confluence
2 157 (2.87%) SharePoint
3 104 (1.90%) Microsoft Exchange
4 87 (1.59%) Apache Spark
5 66 (1.20%) SAS
6 65 (1.19%) Apache
7 47 (0.86%) Apache Airflow
8 34 (0.62%) CMS
9 17 (0.31%) Oracle Workflow
9 17 (0.31%) WebLogic
10 14 (0.26%) nginx
11 10 (0.18%) Adobe Experience Manager
12 8 (0.15%) Jupyter
12 8 (0.15%) Skype for Business
13 7 (0.13%) Anypoint
13 7 (0.13%) ArcGIS
13 7 (0.13%) Camunda
14 6 (0.11%) CICS
14 6 (0.11%) JBoss
14 6 (0.11%) Tomcat
Applications
1 318 (5.81%) Microsoft Excel
2 222 (4.05%) Microsoft Office
3 119 (2.17%) Microsoft PowerPoint
4 83 (1.52%) Microsoft Project
5 81 (1.48%) MS Visio
6 31 (0.57%) Spreadsheet
7 24 (0.44%) Chatbot
8 10 (0.18%) Sketch
9 9 (0.16%) Adobe Creative Suite
9 9 (0.16%) Adobe XD
10 8 (0.15%) Trello
11 7 (0.13%) Photoshop
12 6 (0.11%) CATIA
13 5 (0.091%) Acrobat
13 5 (0.091%) Maya
14 4 (0.073%) InDesign
14 4 (0.073%) InVision
14 4 (0.073%) Zeplin
15 3 (0.055%) Adobe Illustrator
15 3 (0.055%) AutoCAD
Business Applications
1 96 (1.75%) SAP S/4HANA
2 36 (0.66%) Dynamics CRM
3 23 (0.42%) Oracle EBS
4 20 (0.37%) Aladdin
4 20 (0.37%) Payment Gateway
5 18 (0.33%) Oracle Payables
6 16 (0.29%) Oracle ERP
7 15 (0.27%) Sparx Enterprise Architect
8 14 (0.26%) SAP ERP
8 14 (0.26%) Workday HCM
9 13 (0.24%) NEC Housing
9 13 (0.24%) Oracle Assets
9 13 (0.24%) Remedy ITSM
10 12 (0.22%) Oracle Receivables
11 11 (0.20%) Oracle General Ledger
12 10 (0.18%) iTrent
12 10 (0.18%) NetSuite
12 10 (0.18%) Oracle Subledger Accounting
12 10 (0.18%) SAP SD
13 9 (0.16%) SAP HCM
Cloud Services
1 1,142 (20.85%) Azure
2 853 (15.57%) AWS
3 395 (7.21%) Power Platform
4 372 (6.79%) GCP
5 346 (6.32%) Microsoft 365
6 251 (4.58%) Azure DevOps
7 243 (4.44%) GitHub
8 182 (3.32%) Serverless
9 170 (3.10%) Entra ID
10 142 (2.59%) SaaS
11 128 (2.34%) GitHub Actions
12 109 (1.99%) Amazon S3
13 103 (1.88%) AWS Lambda
14 91 (1.66%) OpenShift
15 78 (1.42%) Snowflake
16 77 (1.41%) Azure Data Factory
17 74 (1.35%) Dynamics 365
17 74 (1.35%) Power Automate
18 62 (1.13%) PaaS
18 62 (1.13%) PowerApps
Communications & Networking
1 210 (3.83%) Firewall
2 200 (3.65%) DNS
3 127 (2.32%) TCP/IP
4 118 (2.15%) Network Security
5 116 (2.12%) VPN
6 110 (2.01%) WAN
7 107 (1.95%) DHCP
8 88 (1.61%) LAN
9 66 (1.20%) Wi-Fi
10 63 (1.15%) SAN
11 55 (1.00%) BGP
12 49 (0.89%) VLAN
13 41 (0.75%) OSPF
14 37 (0.68%) VoIP
15 36 (0.66%) SD-WAN
16 28 (0.51%) Internet
16 28 (0.51%) MPLS
16 28 (0.51%) Wireless
17 21 (0.38%) Junos
18 20 (0.37%) VXLAN
Database & Business Intelligence
1 315 (5.75%) Power BI
2 193 (3.52%) SQL Server
3 165 (3.01%) Data Warehouse
4 150 (2.74%) Relational Database
5 148 (2.70%) PostgreSQL
6 109 (1.99%) Metadata
7 94 (1.72%) NoSQL
8 93 (1.70%) MongoDB
9 88 (1.61%) Big Data
10 87 (1.59%) Tableau
11 84 (1.53%) Data Lake
12 71 (1.30%) MySQL
13 69 (1.26%) Oracle Database
14 63 (1.15%) Oracle Reports
15 49 (0.89%) SQL Server Integration Services
16 47 (0.86%) Hadoop
17 40 (0.73%) Amazon RDS
18 36 (0.66%) DynamoDB
18 36 (0.66%) Pentaho
19 32 (0.58%) Azure SQL Database
Development Applications
1 515 (9.40%) JIRA
2 355 (6.48%) Git
3 252 (4.60%) Jenkins
4 164 (2.99%) GitLab
5 83 (1.52%) Selenium
6 54 (0.99%) JUnit
7 42 (0.77%) Postman
8 34 (0.62%) Cucumber
9 29 (0.53%) Bitbucket
10 28 (0.51%) REST Assured
11 23 (0.42%) Cypress.io
11 23 (0.42%) Maven
11 23 (0.42%) Sonatype Nexus
12 22 (0.40%) Mockito
13 20 (0.37%) JMeter
14 18 (0.33%) SonarQube
15 15 (0.27%) SpecFlow
15 15 (0.27%) WebDriver
16 14 (0.26%) Artifactory
16 14 (0.26%) CircleCI
General
1 2,920 (53.30%) Social Skills
2 2,057 (37.55%) Analytical Skills
3 1,238 (22.60%) Finance
4 549 (10.02%) Public Sector
5 438 (8.00%) Banking
6 217 (3.96%) Organisational Skills
7 191 (3.49%) Documentation Skills
8 181 (3.30%) Legal
9 173 (3.16%) Retail
10 136 (2.48%) Influencing Skills
11 135 (2.46%) Presentation Skills
12 125 (2.28%) Inclusion and Diversity
13 105 (1.92%) Front Office
14 94 (1.72%) Telecoms
15 87 (1.59%) Marketing
16 81 (1.48%) Investment Banking
17 79 (1.44%) Manufacturing
18 58 (1.06%) Military
19 57 (1.04%) Financial Institution
20 51 (0.93%) Law
Job Titles
1 758 (13.84%) Analyst
2 722 (13.18%) Developer
3 479 (8.74%) Senior
4 385 (7.03%) Architect
5 347 (6.33%) Lead
6 314 (5.73%) Business Analyst
7 298 (5.44%) Consultant
8 229 (4.18%) Data Engineer
9 215 (3.92%) Project Manager
10 139 (2.54%) Support Engineer
11 135 (2.46%) Java Developer
12 128 (2.34%) IT Support
13 110 (2.01%) Data Analyst
14 108 (1.97%) Solutions Architect
15 99 (1.81%) Software Engineer
16 98 (1.79%) Administrator
17 97 (1.77%) Senior Developer
18 89 (1.62%) IT Engineer
19 87 (1.59%) Network Engineer
20 85 (1.55%) Python Developer
Libraries, Frameworks & Software Standards
1 349 (6.37%) REST
2 173 (3.16%) Kafka
3 167 (3.05%) RESTful
4 159 (2.90%) SOAP
5 156 (2.85%) .NET
6 151 (2.76%) Spring
7 138 (2.52%) React
8 135 (2.46%) Node.js
9 112 (2.04%) Spring Boot
10 111 (2.03%) AngularJS
11 109 (1.99%) CSS
12 108 (1.97%) JSON
13 107 (1.95%) HTML
14 98 (1.79%) LDAP
15 96 (1.75%) XML
16 94 (1.72%) Middleware
17 79 (1.44%) OAuth
18 72 (1.31%) PySpark
19 64 (1.17%) Oracle Fusion
20 60 (1.10%) Web Services
Miscellaneous
1 280 (5.11%) Product Ownership
2 231 (4.22%) Cloud Native
3 218 (3.98%) Onboarding
4 170 (3.10%) Data Centre
5 161 (2.94%) Management Information System
6 148 (2.70%) Self-Motivation
7 143 (2.61%) Analytical Mindset
8 116 (2.12%) Data Protection Act
9 115 (2.10%) Data Structures
10 106 (1.94%) Distributed Systems
11 105 (1.92%) Virtual Team
12 104 (1.90%) Enterprise Software
13 99 (1.81%) Legacy Systems
14 74 (1.35%) Algorithms
15 71 (1.30%) Security Posture
16 66 (1.20%) Driving Licence
16 66 (1.20%) Hybrid Cloud
17 64 (1.17%) Mobile App
18 58 (1.06%) Foreign Exchange (FX)
19 53 (0.97%) NHS
Operating Systems
1 606 (11.06%) Windows
2 344 (6.28%) Linux
3 118 (2.15%) Windows Server
4 112 (2.04%) Windows 10
5 101 (1.84%) Unix
6 78 (1.42%) Android
7 70 (1.28%) Apple iOS
8 65 (1.19%) Mac OS
9 61 (1.11%) Red Hat Enterprise Linux
10 21 (0.38%) VMS
11 17 (0.31%) Ubuntu
12 11 (0.20%) CentOS
13 10 (0.18%) Windows Server 2019
14 9 (0.16%) Windows Server 2012
15 7 (0.13%) Mac OS X
15 7 (0.13%) zOS
16 6 (0.11%) Debian
16 6 (0.11%) Windows 7
17 5 (0.091%) Windows Server 2003
18 4 (0.073%) Windows 8
Processes & Methodologies
1 1,564 (28.55%) Agile
2 976 (17.82%) CI/CD
3 874 (15.95%) DevOps
4 831 (15.17%) Continuous Improvement
5 817 (14.91%) Stakeholder Management
6 638 (11.65%) Analytics
7 577 (10.53%) Migration
8 568 (10.37%) Decision-Making
9 541 (9.88%) AI
10 495 (9.04%) Project Management
11 482 (8.80%) Stakeholder Engagement
12 468 (8.54%) Data Modelling
13 434 (7.92%) Business Intelligence
14 431 (7.87%) Test Automation
15 427 (7.79%) Validation
16 416 (7.59%) Customer Service
17 404 (7.37%) ITIL
17 404 (7.37%) Scrum
18 394 (7.19%) Change Management
19 353 (6.44%) Computer Science
Programming Languages
1 1,028 (18.77%) Python
2 956 (17.45%) SQL
3 477 (8.71%) Java
4 363 (6.63%) PowerShell
5 294 (5.37%) JavaScript
6 218 (3.98%) C#
7 187 (3.41%) TypeScript
8 153 (2.79%) Bash
9 85 (1.55%) PL/SQL
10 71 (1.30%) Shell Script
11 66 (1.20%) C++
12 53 (0.97%) Go
13 45 (0.82%) Perl
14 43 (0.78%) Bicep
15 42 (0.77%) T-SQL
16 39 (0.71%) R
16 39 (0.71%) Scala
17 35 (0.64%) Apex Code
17 35 (0.64%) C
18 33 (0.60%) Ruby
Qualifications
1 1,192 (21.76%) Security Cleared
2 828 (15.12%) SC Cleared
3 674 (12.30%) Degree
4 229 (4.18%) Computer Science Degree
5 208 (3.80%) DV Cleared
6 174 (3.18%) BPSS Clearance
7 128 (2.34%) Cisco Certification
8 109 (1.99%) Microsoft Certification
9 108 (1.97%) PMP
10 106 (1.94%) PMI Certification
11 103 (1.88%) CISSP
12 88 (1.61%) Master's Degree
13 72 (1.31%) Azure Certification
14 67 (1.22%) CISM
15 61 (1.11%) CCNA
16 56 (1.02%) CCNP
17 50 (0.91%) A+ Certification
18 46 (0.84%) MCSE
19 44 (0.80%) Network+ Certification
20 42 (0.77%) AWS Certification
Quality Assurance & Compliance
1 360 (6.57%) Data Quality
2 352 (6.43%) QA
3 163 (2.98%) GDPR
4 114 (2.08%) Accessibility
5 101 (1.84%) PMO
6 93 (1.70%) ISO/IEC 27001
7 91 (1.66%) NIST
8 74 (1.35%) SLA
9 43 (0.78%) GRC
10 35 (0.64%) WCAG
11 33 (0.60%) PCI DSS
12 28 (0.51%) Actionable Recommendations
13 26 (0.47%) PSD2
14 25 (0.46%) Sarbanes-Oxley
15 21 (0.38%) ISO 20022
16 18 (0.33%) ISO 8583
17 15 (0.27%) HL7
17 15 (0.27%) IFRS
18 13 (0.24%) HIPAA
18 13 (0.24%) SEPA
System Software
1 431 (7.87%) Docker
2 407 (7.43%) Active Directory
3 119 (2.17%) VMware Infrastructure
4 49 (0.89%) vSphere
5 40 (0.73%) VMware NSX
6 34 (0.62%) Hyper-V
7 22 (0.40%) Virtual Desktop
8 19 (0.35%) Firmware
9 16 (0.29%) Virtual Machines
10 11 (0.20%) RACF
11 10 (0.18%) Time Sharing Option
11 10 (0.18%) vCloud
12 9 (0.16%) ACF2
12 9 (0.16%) Squid
12 9 (0.16%) VMware ESXi
13 8 (0.15%) Oracle RAC
14 5 (0.091%) IAG
15 4 (0.073%) BitLocker
15 4 (0.073%) Snort
16 3 (0.055%) Slurm Workload Manager
Systems Management
1 498 (9.09%) Kubernetes
2 314 (5.73%) Terraform
3 187 (3.41%) Ansible
4 131 (2.39%) Microsoft Intune
5 125 (2.28%) Grafana
6 99 (1.81%) Prometheus
7 85 (1.55%) SCCM
8 44 (0.80%) Single Sign-On
9 37 (0.68%) FortiGate
9 37 (0.68%) vCenter Server
10 31 (0.57%) Kibana
11 30 (0.55%) Puppet
12 27 (0.49%) Argo
13 24 (0.44%) Active Directory Federation Services
14 20 (0.37%) Nessus
15 19 (0.35%) Control-M
16 16 (0.29%) vRealize
17 14 (0.26%) IBM Guardium
18 12 (0.22%) HP ALM
18 12 (0.22%) WSUS
Vendors
1 989 (18.05%) Microsoft
2 377 (6.88%) Oracle
3 271 (4.95%) SAP
4 235 (4.29%) ServiceNow
5 206 (3.76%) VMware
6 174 (3.18%) Google
7 167 (3.05%) Databricks
8 137 (2.50%) Splunk
9 129 (2.35%) Cisco
10 117 (2.14%) Salesforce
11 78 (1.42%) Red Hat
12 71 (1.30%) CyberArk
13 70 (1.28%) Dell
14 67 (1.22%) BeyondTrust
15 62 (1.13%) Citrix
16 57 (1.04%) Talend
17 54 (0.99%) IBM
17 54 (0.99%) Workday
18 51 (0.93%) Adobe
18 51 (0.93%) Informatica