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

6 months to
9 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 5,499 4,849 4,786
As % of all contract jobs in the UK 12.01% 16.59% 10.87%
As % of the Processes & Methodologies category 14.07% 18.31% 12.60%
Number of daily rates quoted 3,342 3,052 2,958
10th Percentile £281 £256 £213
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £481 £500 £500
Median % change year-on-year -3.80% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £713 £700 £725
UK excluding London median daily rate £471 £473 £475
% change year-on-year -0.42% -0.53% -5.00%
Number of hourly rates quoted 331 228 409
10th Percentile £13.00 £14.84 £11.06
25th Percentile £15.18 £16.95 £14.00
Median hourly rate £21.25 £24.66 £17.50
Median % change year-on-year -13.83% +40.91% -56.79%
75th Percentile £47.50 £41.50 £41.25
90th Percentile £74.26 £68.35 £65.00
UK excluding London median hourly rate £18.69 £22.00 £15.63
% change year-on-year -15.07% +40.75% -47.02%

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 39,074 26,483 37,997
As % of all contract IT jobs advertised in the UK 85.36% 90.62% 86.32%
Number of daily rates quoted 24,751 17,195 24,633
10th Percentile £315 £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 2,316 997 2,379
10th Percentile £15.00 £15.00 £12.79
25th Percentile £19.34 £20.00 £16.00
Median hourly rate £36.70 £31.64 £33.07
Median % change year-on-year +15.99% -4.31% -8.15%
75th Percentile £65.00 £63.75 £57.91
90th Percentile £77.50 £75.80 £70.41
UK excluding London median hourly rate £36.71 £30.00 £33.00
% change year-on-year +22.37% -9.09% -8.08%

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 9 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 9 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 9 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 -4 4,722 £492 -1.60% 3,248
UK excluding London -5 2,861 £471 -0.42% 2,670
London -7 2,057 £513 -2.38% 986
Work from Home 0 1,554 £475 -5.00% 1,286
North of England -5 793 £450 -8.16% 662
South East -5 673 £493 -1.50% 802
Midlands -3 522 £450 +0.22% 478
North West -5 392 £425 -13.44% 365
West Midlands -3 374 £475 +2.70% 278
Yorkshire -3 353 £471 -0.95% 222
South West -2 320 £513 +2.50% 308
Scotland +1 255 £425 -5.56% 127
East of England -3 221 £450 - 288
East Midlands -1 149 £415 +12.24% 199
Wales -2 72 £400 +6.67% 81
North East -2 57 £438 -13.79% 92
Northern Ireland -1 29 £439 +25.29% 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
1 227 (4.13%) Confluence
2 157 (2.86%) SharePoint
3 105 (1.91%) Microsoft Exchange
4 88 (1.60%) Apache Spark
5 67 (1.22%) SAS
6 64 (1.16%) Apache
7 46 (0.84%) Apache Airflow
8 34 (0.62%) CMS
9 19 (0.35%) Oracle Workflow
10 17 (0.31%) WebLogic
11 14 (0.25%) nginx
12 10 (0.18%) Adobe Experience Manager
13 8 (0.15%) Jupyter
14 7 (0.13%) Anypoint
14 7 (0.13%) ArcGIS
14 7 (0.13%) Camunda
14 7 (0.13%) Skype for Business
15 6 (0.11%) CICS
15 6 (0.11%) Oracle SOA Suite
15 6 (0.11%) Tomcat
Applications
1 314 (5.71%) Microsoft Excel
2 226 (4.11%) Microsoft Office
3 119 (2.16%) Microsoft PowerPoint
4 85 (1.55%) Microsoft Project
5 81 (1.47%) MS Visio
6 31 (0.56%) Spreadsheet
7 25 (0.45%) 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%) CATIA
11 7 (0.13%) Photoshop
12 5 (0.091%) Acrobat
12 5 (0.091%) Maya
13 4 (0.073%) InDesign
13 4 (0.073%) InVision
13 4 (0.073%) Zeplin
14 3 (0.055%) Adobe Illustrator
14 3 (0.055%) LaTeX
Business Applications
1 101 (1.84%) SAP S/4HANA
2 37 (0.67%) Dynamics CRM
3 23 (0.42%) Oracle EBS
4 20 (0.36%) Aladdin
4 20 (0.36%) Payment Gateway
5 18 (0.33%) Oracle Payables
6 16 (0.29%) Oracle ERP
7 15 (0.27%) Sparx Enterprise Architect
8 14 (0.25%) NEC Housing
8 14 (0.25%) Remedy ITSM
8 14 (0.25%) SAP ERP
9 13 (0.24%) Oracle Assets
9 13 (0.24%) Workday HCM
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
12 10 (0.18%) Teamcenter
Cloud Services
1 1,148 (20.88%) Azure
2 871 (15.84%) AWS
3 396 (7.20%) Power Platform
4 378 (6.87%) GCP
5 347 (6.31%) Microsoft 365
6 255 (4.64%) Azure DevOps
7 241 (4.38%) GitHub
8 179 (3.26%) Serverless
9 173 (3.15%) Entra ID
10 147 (2.67%) SaaS
11 127 (2.31%) GitHub Actions
12 110 (2.00%) Amazon S3
13 103 (1.87%) AWS Lambda
14 93 (1.69%) OpenShift
15 79 (1.44%) Snowflake
16 77 (1.40%) Dynamics 365
17 76 (1.38%) Azure Data Factory
18 75 (1.36%) Power Automate
19 63 (1.15%) PowerApps
20 60 (1.09%) PaaS
Communications & Networking
1 208 (3.78%) Firewall
2 199 (3.62%) DNS
3 126 (2.29%) TCP/IP
4 119 (2.16%) Network Security
5 115 (2.09%) VPN
6 109 (1.98%) WAN
7 106 (1.93%) DHCP
8 87 (1.58%) LAN
9 68 (1.24%) SAN
10 64 (1.16%) Wi-Fi
11 55 (1.00%) BGP
12 49 (0.89%) VLAN
13 41 (0.75%) OSPF
14 37 (0.67%) VoIP
15 36 (0.65%) SD-WAN
16 29 (0.53%) Internet
17 28 (0.51%) MPLS
17 28 (0.51%) Wireless
18 22 (0.40%) VXLAN
19 21 (0.38%) Junos
Database & Business Intelligence
1 317 (5.76%) Power BI
2 196 (3.56%) SQL Server
3 165 (3.00%) Data Warehouse
4 149 (2.71%) Relational Database
5 148 (2.69%) PostgreSQL
6 111 (2.02%) Metadata
7 95 (1.73%) NoSQL
8 91 (1.65%) MongoDB
9 89 (1.62%) Tableau
10 88 (1.60%) Big Data
11 86 (1.56%) Data Lake
12 69 (1.25%) MySQL
12 69 (1.25%) Oracle Database
13 62 (1.13%) Oracle Reports
14 47 (0.85%) Hadoop
15 46 (0.84%) SQL Server Integration Services
16 40 (0.73%) Amazon RDS
17 36 (0.65%) DynamoDB
17 36 (0.65%) Pentaho
18 32 (0.58%) Azure SQL Database
Development Applications
1 518 (9.42%) JIRA
2 353 (6.42%) Git
3 251 (4.56%) Jenkins
4 164 (2.98%) GitLab
5 83 (1.51%) Selenium
6 53 (0.96%) JUnit
7 42 (0.76%) Postman
8 33 (0.60%) Cucumber
9 29 (0.53%) REST Assured
10 28 (0.51%) Bitbucket
11 23 (0.42%) Cypress.io
11 23 (0.42%) Sonatype Nexus
12 22 (0.40%) Maven
12 22 (0.40%) Mockito
13 21 (0.38%) JMeter
14 18 (0.33%) SonarQube
15 15 (0.27%) SpecFlow
15 15 (0.27%) WebDriver
16 14 (0.25%) Artifactory
16 14 (0.25%) CircleCI
General
1 2,921 (53.12%) Social Skills
2 2,074 (37.72%) Analytical Skills
3 1,252 (22.77%) Finance
4 554 (10.07%) Public Sector
5 430 (7.82%) Banking
6 216 (3.93%) Organisational Skills
7 191 (3.47%) Documentation Skills
8 179 (3.26%) Legal
9 177 (3.22%) Retail
10 138 (2.51%) Influencing Skills
11 134 (2.44%) Presentation Skills
12 123 (2.24%) Inclusion and Diversity
13 102 (1.85%) Front Office
14 97 (1.76%) Telecoms
15 88 (1.60%) Marketing
16 83 (1.51%) Manufacturing
17 81 (1.47%) Investment Banking
18 58 (1.05%) Financial Institution
18 58 (1.05%) Military
19 53 (0.96%) Law
Job Titles
1 759 (13.80%) Analyst
2 724 (13.17%) Developer
3 488 (8.87%) Senior
4 386 (7.02%) Architect
5 345 (6.27%) Lead
6 320 (5.82%) Business Analyst
7 295 (5.36%) Consultant
8 230 (4.18%) Data Engineer
9 218 (3.96%) Project Manager
10 139 (2.53%) Support Engineer
11 134 (2.44%) Java Developer
12 125 (2.27%) IT Support
13 110 (2.00%) Data Analyst
14 109 (1.98%) Solutions Architect
15 100 (1.82%) Administrator
15 100 (1.82%) Software Engineer
16 98 (1.78%) Senior Developer
17 90 (1.64%) IT Engineer
18 88 (1.60%) Network Engineer
19 84 (1.53%) Python Developer
Libraries, Frameworks & Software Standards
1 357 (6.49%) REST
2 173 (3.15%) Kafka
3 166 (3.02%) RESTful
4 162 (2.95%) SOAP
5 155 (2.82%) .NET
6 153 (2.78%) Spring
7 136 (2.47%) React
8 135 (2.45%) Node.js
9 115 (2.09%) Spring Boot
10 111 (2.02%) AngularJS
10 111 (2.02%) CSS
11 109 (1.98%) HTML
12 105 (1.91%) JSON
13 98 (1.78%) LDAP
14 97 (1.76%) XML
15 93 (1.69%) Middleware
16 79 (1.44%) OAuth
17 72 (1.31%) PySpark
18 64 (1.16%) Oracle Fusion
19 60 (1.09%) Web Services
Miscellaneous
1 285 (5.18%) Product Ownership
2 226 (4.11%) Cloud Native
3 219 (3.98%) Onboarding
4 175 (3.18%) Data Centre
5 160 (2.91%) Management Information System
6 147 (2.67%) Self-Motivation
7 145 (2.64%) Analytical Mindset
8 115 (2.09%) Data Structures
9 114 (2.07%) Data Protection Act
10 109 (1.98%) Distributed Systems
11 106 (1.93%) Virtual Team
12 105 (1.91%) Enterprise Software
13 103 (1.87%) Legacy Systems
14 74 (1.35%) Algorithms
15 72 (1.31%) Security Posture
16 67 (1.22%) Driving Licence
17 65 (1.18%) Mobile App
18 64 (1.16%) Hybrid Cloud
19 58 (1.05%) Foreign Exchange (FX)
20 55 (1.00%) CMDB
Operating Systems
1 609 (11.07%) Windows
2 347 (6.31%) Linux
3 119 (2.16%) Windows Server
4 111 (2.02%) Windows 10
5 105 (1.91%) Unix
6 82 (1.49%) Android
7 74 (1.35%) Apple iOS
8 67 (1.22%) Mac OS
9 63 (1.15%) Red Hat Enterprise Linux
10 21 (0.38%) VMS
11 17 (0.31%) Ubuntu
12 12 (0.22%) CentOS
13 10 (0.18%) Windows Server 2019
14 9 (0.16%) Windows Server 2012
15 8 (0.15%) Mac OS X
15 8 (0.15%) Windows 7
15 8 (0.15%) zOS
16 6 (0.11%) Debian
17 5 (0.091%) Windows Server 2003
18 4 (0.073%) Solaris
Processes & Methodologies
1 1,575 (28.64%) Agile
2 981 (17.84%) CI/CD
3 882 (16.04%) DevOps
4 842 (15.31%) Continuous Improvement
5 816 (14.84%) Stakeholder Management
6 645 (11.73%) Analytics
7 588 (10.69%) Migration
8 577 (10.49%) Decision-Making
9 550 (10.00%) AI
10 495 (9.00%) Project Management
11 483 (8.78%) Stakeholder Engagement
12 473 (8.60%) Data Modelling
13 439 (7.98%) Business Intelligence
14 431 (7.84%) Test Automation
15 430 (7.82%) Validation
16 417 (7.58%) Customer Service
17 407 (7.40%) Scrum
18 402 (7.31%) ITIL
19 397 (7.22%) Change Management
20 351 (6.38%) Computer Science
Programming Languages
1 1,038 (18.88%) Python
2 965 (17.55%) SQL
3 482 (8.77%) Java
4 366 (6.66%) PowerShell
5 296 (5.38%) JavaScript
6 222 (4.04%) C#
7 187 (3.40%) TypeScript
8 154 (2.80%) Bash
9 85 (1.55%) PL/SQL
10 71 (1.29%) Shell Script
11 68 (1.24%) C++
12 56 (1.02%) Go
13 45 (0.82%) Perl
14 44 (0.80%) Bicep
15 41 (0.75%) R
15 41 (0.75%) Scala
15 41 (0.75%) T-SQL
16 38 (0.69%) C
17 35 (0.64%) Apex Code
18 33 (0.60%) Ruby
Qualifications
1 1,202 (21.86%) Security Cleared
2 835 (15.18%) SC Cleared
3 670 (12.18%) Degree
4 227 (4.13%) Computer Science Degree
5 205 (3.73%) DV Cleared
6 178 (3.24%) BPSS Clearance
7 130 (2.36%) Cisco Certification
8 112 (2.04%) Microsoft Certification
9 108 (1.96%) PMP
10 106 (1.93%) PMI Certification
11 105 (1.91%) CISSP
12 88 (1.60%) Master's Degree
13 72 (1.31%) Azure Certification
14 67 (1.22%) CISM
15 63 (1.15%) CCNA
16 55 (1.00%) CCNP
17 52 (0.95%) A+ Certification
18 48 (0.87%) MCSE
19 47 (0.85%) Network+ Certification
20 43 (0.78%) AWS Certification
Quality Assurance & Compliance
1 356 (6.47%) Data Quality
2 354 (6.44%) QA
3 163 (2.96%) GDPR
4 112 (2.04%) Accessibility
5 99 (1.80%) PMO
6 95 (1.73%) ISO/IEC 27001
7 93 (1.69%) NIST
8 75 (1.36%) SLA
9 45 (0.82%) 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 (0.45%) Sarbanes-Oxley
15 21 (0.38%) ISO 20022
16 18 (0.33%) ISO 8583
17 16 (0.29%) HL7
18 15 (0.27%) IFRS
19 13 (0.24%) HIPAA
19 13 (0.24%) SEPA
System Software
1 424 (7.71%) Docker
2 409 (7.44%) Active Directory
3 120 (2.18%) VMware Infrastructure
4 50 (0.91%) vSphere
5 40 (0.73%) VMware NSX
6 34 (0.62%) Hyper-V
7 22 (0.40%) Virtual Desktop
8 21 (0.38%) Firmware
9 17 (0.31%) Virtual Machines
10 12 (0.22%) VMware ESXi
11 11 (0.20%) RACF
12 10 (0.18%) Oracle RAC
12 10 (0.18%) Time Sharing Option
12 10 (0.18%) vCloud
13 9 (0.16%) ACF2
13 9 (0.16%) Squid
14 6 (0.11%) IAG
15 4 (0.073%) BitLocker
15 4 (0.073%) NFS
15 4 (0.073%) Snort
Systems Management
1 494 (8.98%) Kubernetes
2 318 (5.78%) Terraform
3 190 (3.46%) Ansible
4 132 (2.40%) Microsoft Intune
5 125 (2.27%) Grafana
6 99 (1.80%) Prometheus
7 84 (1.53%) SCCM
8 44 (0.80%) Single Sign-On
9 39 (0.71%) vCenter Server
10 37 (0.67%) FortiGate
11 31 (0.56%) Kibana
12 30 (0.55%) Puppet
13 28 (0.51%) Argo
14 23 (0.42%) Active Directory Federation Services
15 20 (0.36%) Control-M
15 20 (0.36%) Nessus
16 16 (0.29%) vRealize
17 14 (0.25%) IBM Guardium
18 12 (0.22%) WSUS
19 11 (0.20%) Consul
Vendors
1 990 (18.00%) Microsoft
2 379 (6.89%) Oracle
3 280 (5.09%) SAP
4 238 (4.33%) ServiceNow
5 208 (3.78%) VMware
6 172 (3.13%) Google
7 167 (3.04%) Databricks
8 138 (2.51%) Splunk
9 133 (2.42%) Cisco
10 117 (2.13%) Salesforce
11 80 (1.45%) Red Hat
12 74 (1.35%) CyberArk
12 74 (1.35%) Dell
13 70 (1.27%) BeyondTrust
14 61 (1.11%) Citrix
15 56 (1.02%) Workday
16 55 (1.00%) Talend
17 54 (0.98%) Adobe
17 54 (0.98%) IBM
18 51 (0.93%) Palo Alto