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

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 14 5 10
Rank change year-on-year -9 +5 +7
Contract jobs citing Problem-Solving 5,246 5,043 4,711
As % of all contract jobs in the UK 10.50% 17.13% 10.80%
As % of the Processes & Methodologies category 12.38% 18.83% 12.67%
Number of daily rates quoted 3,051 3,130 2,853
10th Percentile £263 £250 £250
25th Percentile £387 £381 £381
Median daily rate (50th Percentile) £493 £500 £500
Median % change year-on-year -1.50% - -4.76%
75th Percentile £588 £600 £625
90th Percentile £713 £700 £725
UK excluding London median daily rate £455 £470 £475
% change year-on-year -3.19% -1.05% -3.31%
Number of hourly rates quoted 402 269 432
10th Percentile £13.01 £14.20 £11.07
25th Percentile £14.14 £15.50 £14.00
Median hourly rate £20.48 £22.14 £16.23
Median % change year-on-year -7.52% +36.41% -69.09%
75th Percentile £39.75 £41.00 £33.00
90th Percentile £74.00 £66.00 £61.60
UK excluding London median hourly rate £18.75 £20.00 £15.14
% change year-on-year -6.25% +32.10% -71.16%

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 42,365 26,787 37,171
As % of all contract IT jobs advertised in the UK 84.77% 91.01% 85.18%
Number of daily rates quoted 26,429 17,005 23,768
10th Percentile £325 £300 £300
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £513 £508 £525
Median % change year-on-year +0.99% -3.33% -4.55%
75th Percentile £619 £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 2,540 1,187 2,585
10th Percentile £14.68 £14.20 £12.75
25th Percentile £20.00 £17.87 £16.00
Median hourly rate £43.96 £27.21 £36.50
Median % change year-on-year +61.56% -25.45% +4.20%
75th Percentile £68.00 £56.00 £61.25
90th Percentile £81.25 £73.75 £72.50
UK excluding London median hourly rate £45.00 £25.15 £38.12
% change year-on-year +78.93% -34.02% +15.02%

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 12 June 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 12 June 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 12 June 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 4,479 £500 - 3,015
UK excluding London -5 2,790 £455 -3.19% 2,539
London -12 1,917 £520 +1.46% 905
Work from Home -5 1,481 £488 -2.50% 1,281
North of England -10 706 £448 -7.01% 622
South East -6 670 £488 -2.50% 743
Midlands -9 500 £466 +7.60% 428
West Midlands -11 356 £472 +4.19% 256
North West -10 338 £425 -13.09% 355
Yorkshire -7 325 £450 -5.21% 196
South West -4 320 £500 - 317
Scotland -3 288 £438 -6.12% 140
East of England -2 243 £450 -3.54% 276
East Midlands -2 143 £445 +21.36% 174
Wales -2 66 £468 +24.67% 44
North East -18 49 £375 -16.67% 81
Northern Ireland -7 24 £380 -2.88% 66
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
1 218 (4.16%) Confluence
2 154 (2.94%) SharePoint
3 87 (1.66%) Microsoft Exchange
4 77 (1.47%) Apache Spark
5 49 (0.93%) Apache
6 48 (0.91%) Apache Airflow
7 41 (0.78%) SAS
8 33 (0.63%) CMS
9 25 (0.48%) Oracle Workflow
10 13 (0.25%) WebLogic
11 12 (0.23%) nginx
12 11 (0.21%) CICS
13 10 (0.19%) ArcGIS
14 9 (0.17%) Adobe Experience Manager
14 9 (0.17%) Jupyter
15 8 (0.15%) Camunda
15 8 (0.15%) Tomcat
16 7 (0.13%) Sitecore CMS
16 7 (0.13%) WebSphere
17 6 (0.11%) Oracle Self-Service HR
Applications
1 301 (5.74%) Microsoft Excel
2 213 (4.06%) Microsoft Office
3 108 (2.06%) Microsoft PowerPoint
4 71 (1.35%) MS Visio
5 66 (1.26%) Microsoft Project
6 32 (0.61%) Spreadsheet
7 24 (0.46%) Chatbot
8 21 (0.40%) Adobe Creative Suite
9 13 (0.25%) AutoCAD
10 12 (0.23%) Sketch
11 10 (0.19%) CATIA
11 10 (0.19%) Revit
12 7 (0.13%) Trello
13 6 (0.11%) CPLEX
13 6 (0.11%) Photoshop
14 5 (0.095%) Adobe After Effects
14 5 (0.095%) Final Cut Pro
14 5 (0.095%) Maya
15 4 (0.076%) Acrobat
16 3 (0.057%) Oracle Smart View
Business Applications
1 129 (2.46%) SAP S/4HANA
2 41 (0.78%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 19 (0.36%) Remedy ITSM
5 18 (0.34%) Aladdin
6 16 (0.30%) Oracle ERP
6 16 (0.30%) Workday HCM
7 15 (0.29%) SAP GRC
8 13 (0.25%) NetSuite
8 13 (0.25%) Payment Gateway
9 12 (0.23%) Oracle Payables
10 11 (0.21%) NEC Housing
10 11 (0.21%) Sparx Enterprise Architect
10 11 (0.21%) Teamcenter
11 10 (0.19%) SAP HCM
11 10 (0.19%) SAP SD
12 9 (0.17%) iTrent
13 8 (0.15%) Salesforce CRM
13 8 (0.15%) SAP ERP
13 8 (0.15%) SAP FI
Cloud Services
1 1,065 (20.30%) Azure
2 801 (15.27%) AWS
3 403 (7.68%) Power Platform
4 363 (6.92%) Microsoft 365
5 323 (6.16%) GCP
6 231 (4.40%) Azure DevOps
7 194 (3.70%) GitHub
8 173 (3.30%) Entra ID
9 141 (2.69%) Serverless
10 136 (2.59%) SaaS
11 100 (1.91%) GitHub Actions
12 92 (1.75%) Amazon S3
13 82 (1.56%) AWS Lambda
14 75 (1.43%) Dynamics 365
15 70 (1.33%) Snowflake
16 69 (1.32%) Power Automate
17 64 (1.22%) Azure Data Factory
18 63 (1.20%) PowerApps
19 61 (1.16%) OpenShift
20 49 (0.93%) Google Workspace
Communications & Networking
1 198 (3.77%) DNS
2 161 (3.07%) Firewall
3 122 (2.33%) TCP/IP
4 112 (2.13%) VPN
5 109 (2.08%) WAN
6 104 (1.98%) DHCP
7 83 (1.58%) Network Security
8 82 (1.56%) SAN
9 81 (1.54%) LAN
10 71 (1.35%) Wi-Fi
11 50 (0.95%) VLAN
12 49 (0.93%) BGP
13 47 (0.90%) SD-WAN
14 42 (0.80%) OSPF
15 34 (0.65%) VoIP
16 32 (0.61%) Wireless
17 28 (0.53%) VXLAN
18 27 (0.51%) MPLS
19 23 (0.44%) Internet
19 23 (0.44%) NAS
Database & Business Intelligence
1 316 (6.02%) Power BI
2 204 (3.89%) SQL Server
3 156 (2.97%) Data Warehouse
4 141 (2.69%) Relational Database
5 138 (2.63%) PostgreSQL
6 109 (2.08%) MongoDB
7 104 (1.98%) Metadata
8 90 (1.72%) NoSQL
9 89 (1.70%) Data Lake
9 89 (1.70%) Tableau
10 76 (1.45%) Big Data
11 51 (0.97%) MySQL
12 50 (0.95%) Oracle Database
12 50 (0.95%) Oracle Reports
12 50 (0.95%) SQL Server Integration Services
13 36 (0.69%) Hadoop
14 30 (0.57%) Amazon RDS
15 27 (0.51%) Db2
15 27 (0.51%) Power Query
16 26 (0.50%) DynamoDB
Development Applications
1 500 (9.53%) JIRA
2 290 (5.53%) Git
3 181 (3.45%) Jenkins
4 131 (2.50%) GitLab
5 66 (1.26%) Selenium
6 41 (0.78%) Postman
7 35 (0.67%) REST Assured
8 29 (0.55%) Cucumber
9 27 (0.51%) Bitbucket
10 24 (0.46%) Cypress.io
11 22 (0.42%) JUnit
12 17 (0.32%) JMeter
12 17 (0.32%) WebDriver
13 16 (0.30%) Mockito
13 16 (0.30%) Sonatype Nexus
14 14 (0.27%) Maven
14 14 (0.27%) SonarQube
14 14 (0.27%) Zephyr
15 12 (0.23%) Gatling
15 12 (0.23%) SpecFlow
General
1 2,734 (52.12%) Social Skills
2 2,037 (38.83%) Analytical Skills
3 1,213 (23.12%) Finance
4 474 (9.04%) Public Sector
5 393 (7.49%) Banking
6 207 (3.95%) Organisational Skills
7 187 (3.56%) Documentation Skills
8 186 (3.55%) Retail
9 151 (2.88%) Legal
10 138 (2.63%) Inclusion and Diversity
11 109 (2.08%) Manufacturing
12 107 (2.04%) Influencing Skills
13 105 (2.00%) Presentation Skills
14 101 (1.93%) Front Office
15 94 (1.79%) Marketing
16 92 (1.75%) Telecoms
17 84 (1.60%) Investment Banking
18 75 (1.43%) Back Office
19 61 (1.16%) Law
20 55 (1.05%) Aerospace
Job Titles
1 736 (14.03%) Analyst
2 598 (11.40%) Developer
3 451 (8.60%) Senior
4 364 (6.94%) Architect
5 337 (6.42%) Lead
6 285 (5.43%) Business Analyst
7 261 (4.98%) Consultant
8 235 (4.48%) Data Engineer
9 178 (3.39%) Project Manager
10 160 (3.05%) IT Support
11 153 (2.92%) Support Engineer
12 120 (2.29%) Data Analyst
13 115 (2.19%) Administrator
14 113 (2.15%) IT Engineer
15 108 (2.06%) Java Developer
16 105 (2.00%) Solutions Architect
17 96 (1.83%) Software Engineer
18 92 (1.75%) Network Engineer
19 88 (1.68%) Infrastructure Engineer
20 82 (1.56%) Support Analyst
Libraries, Frameworks & Software Standards
1 313 (5.97%) REST
2 159 (3.03%) .NET
3 150 (2.86%) Kafka
4 139 (2.65%) SOAP
5 136 (2.59%) React
6 134 (2.55%) Spring
7 127 (2.42%) RESTful
8 122 (2.33%) CSS
9 109 (2.08%) HTML
10 107 (2.04%) JSON
11 103 (1.96%) Middleware
12 99 (1.89%) Spring Boot
13 92 (1.75%) Node.js
13 92 (1.75%) XML
14 90 (1.72%) AngularJS
15 87 (1.66%) LDAP
16 72 (1.37%) PySpark
17 64 (1.22%) Web Services
18 57 (1.09%) OAuth
19 47 (0.90%) OpenTelemetry
Miscellaneous
1 252 (4.80%) Product Ownership
2 237 (4.52%) Onboarding
3 216 (4.12%) Cloud Native
4 206 (3.93%) Data Centre
5 177 (3.37%) Self-Motivation
6 148 (2.82%) Analytical Mindset
7 141 (2.69%) Management Information System
8 133 (2.54%) Legacy Systems
9 128 (2.44%) Distributed Systems
10 126 (2.40%) Enterprise Software
11 122 (2.33%) Data Protection Act
12 117 (2.23%) Virtual Team
13 102 (1.94%) Data Structures
14 71 (1.35%) Security Posture
15 69 (1.32%) Driving Licence
16 68 (1.30%) Algorithms
17 62 (1.18%) AI Agents
18 55 (1.05%) Foreign Exchange (FX)
19 51 (0.97%) Derivative
20 47 (0.90%) Mobile App
Operating Systems
1 638 (12.16%) Windows
2 285 (5.43%) Linux
3 121 (2.31%) Windows Server
4 114 (2.17%) Windows 10
5 106 (2.02%) Unix
6 88 (1.68%) Android
7 87 (1.66%) Mac OS
8 85 (1.62%) Apple iOS
9 49 (0.93%) Red Hat Enterprise Linux
10 23 (0.44%) Ubuntu
11 14 (0.27%) CentOS
12 13 (0.25%) VMS
12 13 (0.25%) Windows Server 2019
13 10 (0.19%) zOS
14 9 (0.17%) Windows 7
15 8 (0.15%) Mac OS X
16 6 (0.11%) Solaris
17 5 (0.095%) Debian
17 5 (0.095%) Windows Server 2012
18 4 (0.076%) Windows 8
Processes & Methodologies
1 1,378 (26.27%) Agile
2 861 (16.41%) CI/CD
3 855 (16.30%) Continuous Improvement
4 796 (15.17%) Stakeholder Management
5 786 (14.98%) DevOps
6 611 (11.65%) AI
7 573 (10.92%) Decision-Making
8 571 (10.88%) Migration
9 561 (10.69%) Analytics
10 483 (9.21%) Customer Service
10 483 (9.21%) Stakeholder Engagement
11 447 (8.52%) ITIL
12 437 (8.33%) Data Modelling
13 431 (8.22%) Validation
14 415 (7.91%) Business Intelligence
15 410 (7.82%) Project Management
16 383 (7.30%) Test Automation
17 367 (7.00%) Scrum
18 346 (6.60%) Change Management
19 312 (5.95%) Roadmaps
Programming Languages
1 938 (17.88%) Python
2 927 (17.67%) SQL
3 416 (7.93%) Java
4 321 (6.12%) PowerShell
5 267 (5.09%) JavaScript
6 198 (3.77%) C#
7 135 (2.57%) TypeScript
8 109 (2.08%) Bash
9 82 (1.56%) PL/SQL
10 74 (1.41%) C++
11 53 (1.01%) Shell Script
12 47 (0.90%) Go
13 41 (0.78%) T-SQL
14 39 (0.74%) C
15 38 (0.72%) R
16 35 (0.67%) Perl
17 32 (0.61%) Apex Code
17 32 (0.61%) Data Analysis Expressions
18 30 (0.57%) Bicep
19 29 (0.55%) Scala
Qualifications
1 1,103 (21.03%) Security Cleared
2 758 (14.45%) SC Cleared
3 632 (12.05%) Degree
4 191 (3.64%) Computer Science Degree
5 188 (3.58%) DV Cleared
6 165 (3.15%) BPSS Clearance
7 139 (2.65%) Microsoft Certification
8 138 (2.63%) Cisco Certification
9 89 (1.70%) CISSP
10 80 (1.52%) PMP
11 78 (1.49%) CCNA
12 76 (1.45%) A+ Certification
13 74 (1.41%) PMI Certification
14 70 (1.33%) Azure Certification
15 67 (1.28%) Network+ Certification
16 66 (1.26%) Master's Degree
17 62 (1.18%) CISM
18 59 (1.12%) MCSE
19 41 (0.78%) CCNP
20 40 (0.76%) ITIL Certification
Quality Assurance & Compliance
1 356 (6.79%) Data Quality
2 278 (5.30%) QA
3 147 (2.80%) GDPR
4 121 (2.31%) Accessibility
5 97 (1.85%) SLA
6 91 (1.73%) ISO/IEC 27001
7 84 (1.60%) PMO
8 76 (1.45%) NIST
9 55 (1.05%) GRC
10 26 (0.50%) Actionable Recommendations
10 26 (0.50%) WCAG
11 24 (0.46%) PCI DSS
11 24 (0.46%) Sarbanes-Oxley
12 18 (0.34%) ISO 20022
13 16 (0.30%) COBIT
13 16 (0.30%) NCSC
14 14 (0.27%) PSD2
15 12 (0.23%) Cyber Essentials
15 12 (0.23%) HL7
16 11 (0.21%) HIPAA
System Software
1 397 (7.57%) Active Directory
2 325 (6.20%) Docker
3 109 (2.08%) VMware Infrastructure
4 44 (0.84%) vSphere
5 39 (0.74%) VMware NSX
6 34 (0.65%) Hyper-V
6 34 (0.65%) VMware ESXi
7 27 (0.51%) Virtual Desktop
8 24 (0.46%) Virtual Machines
9 20 (0.38%) Firmware
10 18 (0.34%) vCloud
11 11 (0.21%) Squid
12 7 (0.13%) IAG
12 7 (0.13%) Oracle RAC
13 4 (0.076%) ACF2
13 4 (0.076%) Microsoft App-V
13 4 (0.076%) NFS
13 4 (0.076%) RACF
13 4 (0.076%) Snort
14 3 (0.057%) SRDF
Systems Management
1 397 (7.57%) Kubernetes
2 287 (5.47%) Terraform
3 171 (3.26%) Ansible
4 135 (2.57%) Microsoft Intune
5 111 (2.12%) Grafana
6 96 (1.83%) Prometheus
7 79 (1.51%) SCCM
8 48 (0.91%) vCenter Server
9 44 (0.84%) FortiGate
10 41 (0.78%) Single Sign-On
11 23 (0.44%) Control-M
12 22 (0.42%) Argo
13 21 (0.40%) Kibana
13 21 (0.40%) Nessus
14 19 (0.36%) Puppet
15 17 (0.32%) IBM Guardium
16 16 (0.30%) SCOM
17 14 (0.27%) Active Directory Federation Services
17 14 (0.27%) Jamf Pro
18 13 (0.25%) WSUS
Vendors
1 978 (18.64%) Microsoft
2 348 (6.63%) Oracle
3 307 (5.85%) SAP
4 284 (5.41%) ServiceNow
5 178 (3.39%) VMware
6 158 (3.01%) Google
7 139 (2.65%) Databricks
8 127 (2.42%) Splunk
9 123 (2.34%) Cisco
10 119 (2.27%) Salesforce
11 81 (1.54%) Dell
12 73 (1.39%) Workday
13 66 (1.26%) CyberArk
14 61 (1.16%) Adobe
15 60 (1.14%) BeyondTrust
15 60 (1.14%) Red Hat
16 52 (0.99%) Citrix
17 50 (0.95%) Dynatrace
18 46 (0.88%) MuleSoft
19 44 (0.84%) Palo Alto