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

6 months to
1 Jun 2026
Same period 2025 Same period 2024
Rank 13 5 10
Rank change year-on-year -8 +5 +7
Contract jobs citing Problem-Solving 5,196 5,001 4,650
As % of all contract jobs in the UK 10.62% 17.16% 10.82%
As % of the Processes & Methodologies category 12.54% 18.86% 12.65%
Number of daily rates quoted 3,015 3,115 2,827
10th Percentile £263 £250 £250
25th Percentile £388 £388 £386
Median daily rate (50th Percentile) £494 £500 £500
Median % change year-on-year -1.20% - -4.76%
75th Percentile £589 £600 £625
90th Percentile £715 £700 £725
UK excluding London median daily rate £460 £470 £475
% change year-on-year -2.13% -1.05% -5.00%
Number of hourly rates quoted 390 258 429
10th Percentile £13.10 £14.20 £11.07
25th Percentile £14.50 £15.50 £13.86
Median hourly rate £20.48 £22.14 £16.23
Median % change year-on-year -7.52% +36.41% -67.54%
75th Percentile £41.69 £34.87 £33.75
90th Percentile £74.00 £65.00 £61.60
UK excluding London median hourly rate £18.38 £20.25 £15.00
% change year-on-year -9.26% +35.00% -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 41,434 26,510 36,773
As % of all contract IT jobs advertised in the UK 84.66% 90.99% 85.55%
Number of daily rates quoted 25,895 16,942 23,625
10th Percentile £325 £300 £300
25th Percentile £413 £408 £413
Median daily rate (50th Percentile) £513 £513 £525
Median % change year-on-year - -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 2,481 1,120 2,526
10th Percentile £14.64 £14.20 £12.75
25th Percentile £19.85 £17.87 £16.00
Median hourly rate £42.50 £27.97 £36.50
Median % change year-on-year +51.98% -23.38% -0.11%
75th Percentile £67.84 £57.50 £60.71
90th Percentile £81.05 £75.00 £72.50
UK excluding London median hourly rate £45.00 £25.15 £38.12
% change year-on-year +78.93% -34.02% +8.91%

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 1 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 1 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 1 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 -8 4,442 £500 - 4,000
UK excluding London -5 2,780 £460 -2.13% 2,886
London -12 1,881 £520 - 1,573
Work from Home -4 1,466 £488 -2.50% 1,780
North of England -9 727 £450 -7.22% 726
South East -6 649 £488 -2.50% 803
Midlands -9 497 £463 +6.49% 425
West Midlands -9 352 £469 +3.88% 262
Yorkshire -6 349 £460 -3.16% 240
North West -8 339 £424 -13.22% 401
South West -3 318 £500 -2.44% 337
Scotland -2 280 £438 -5.91% 161
East of England -3 244 £450 -5.63% 325
East Midlands -2 144 £443 +18.96% 164
Wales -1 66 £400 +6.67% 64
North East -14 47 £388 -13.89% 96
Northern Ireland -6 23 £380 +4.83% 116
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 (4.20%) Confluence
2 152 (2.93%) SharePoint
3 81 (1.56%) Microsoft Exchange
4 76 (1.46%) Apache Spark
5 51 (0.98%) Apache
6 50 (0.96%) Apache Airflow
7 42 (0.81%) SAS
8 33 (0.64%) CMS
9 23 (0.44%) Oracle Workflow
10 13 (0.25%) nginx
11 11 (0.21%) Adobe Experience Manager
11 11 (0.21%) CICS
11 11 (0.21%) WebLogic
12 10 (0.19%) ArcGIS
13 8 (0.15%) Camunda
13 8 (0.15%) Tomcat
14 7 (0.13%) Jupyter
14 7 (0.13%) Sitecore CMS
15 6 (0.12%) Oracle Self-Service HR
15 6 (0.12%) Oracle SOA Suite
Applications
1 306 (5.89%) Microsoft Excel
2 224 (4.31%) Microsoft Office
3 110 (2.12%) Microsoft PowerPoint
4 73 (1.40%) Microsoft Project
5 71 (1.37%) MS Visio
6 32 (0.62%) 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 (0.058%) Adobe Illustrator
Business Applications
1 124 (2.39%) SAP S/4HANA
2 36 (0.69%) Dynamics CRM
3 22 (0.42%) Oracle EBS
4 18 (0.35%) Aladdin
5 16 (0.31%) Oracle ERP
5 16 (0.31%) Payment Gateway
5 16 (0.31%) Remedy ITSM
6 14 (0.27%) SAP GRC
6 14 (0.27%) Workday HCM
7 13 (0.25%) Teamcenter
8 12 (0.23%) Oracle Payables
8 12 (0.23%) SAP SD
8 12 (0.23%) Sparx Enterprise Architect
9 11 (0.21%) NEC Housing
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%) Summit
Cloud Services
1 1,054 (20.28%) Azure
2 773 (14.88%) AWS
3 401 (7.72%) Power Platform
4 351 (6.76%) Microsoft 365
5 326 (6.27%) GCP
6 231 (4.45%) Azure DevOps
7 197 (3.79%) GitHub
8 165 (3.18%) Entra ID
9 135 (2.60%) Serverless
10 129 (2.48%) SaaS
11 98 (1.89%) GitHub Actions
12 81 (1.56%) Amazon S3
13 77 (1.48%) Dynamics 365
14 75 (1.44%) OpenShift
15 73 (1.40%) AWS Lambda
16 71 (1.37%) Snowflake
17 70 (1.35%) Power Automate
18 67 (1.29%) Azure Data Factory
19 62 (1.19%) PowerApps
20 47 (0.90%) Google Workspace
Communications & Networking
1 196 (3.77%) DNS
2 165 (3.18%) Firewall
3 118 (2.27%) TCP/IP
4 109 (2.10%) VPN
4 109 (2.10%) WAN
5 104 (2.00%) DHCP
6 89 (1.71%) Network Security
7 85 (1.64%) SAN
8 81 (1.56%) LAN
9 68 (1.31%) Wi-Fi
10 49 (0.94%) VLAN
11 46 (0.89%) BGP
12 44 (0.85%) SD-WAN
13 41 (0.79%) OSPF
14 34 (0.65%) Wireless
15 32 (0.62%) VoIP
16 28 (0.54%) VXLAN
17 25 (0.48%) MPLS
18 23 (0.44%) Internet
18 23 (0.44%) NAS
Database & Business Intelligence
1 312 (6.00%) Power BI
2 201 (3.87%) SQL Server
3 155 (2.98%) Data Warehouse
4 134 (2.58%) Relational Database
5 129 (2.48%) PostgreSQL
6 105 (2.02%) Metadata
7 97 (1.87%) MongoDB
8 88 (1.69%) Tableau
9 83 (1.60%) NoSQL
10 79 (1.52%) Data Lake
11 74 (1.42%) Big Data
12 55 (1.06%) Oracle Reports
13 51 (0.98%) MySQL
14 50 (0.96%) Oracle Database
15 49 (0.94%) SQL Server Integration Services
16 37 (0.71%) Hadoop
17 29 (0.56%) Amazon RDS
18 28 (0.54%) Delta Lake
19 27 (0.52%) Azure SQL Database
19 27 (0.52%) Power Query
Development Applications
1 497 (9.57%) JIRA
2 290 (5.58%) Git
3 180 (3.46%) Jenkins
4 126 (2.42%) GitLab
5 66 (1.27%) Selenium
6 40 (0.77%) Postman
7 31 (0.60%) REST Assured
8 28 (0.54%) Cucumber
9 25 (0.48%) Bitbucket
10 22 (0.42%) Cypress.io
10 22 (0.42%) JUnit
11 17 (0.33%) JMeter
11 17 (0.33%) Sonatype Nexus
11 17 (0.33%) WebDriver
12 16 (0.31%) Mockito
12 16 (0.31%) SonarQube
13 14 (0.27%) Maven
14 13 (0.25%) Zephyr
15 12 (0.23%) Gatling
16 11 (0.21%) Rational Rhapsody
General
1 2,702 (52.00%) Social Skills
2 2,009 (38.66%) Analytical Skills
3 1,202 (23.13%) Finance
4 479 (9.22%) Public Sector
5 397 (7.64%) Banking
6 220 (4.23%) Organisational Skills
7 186 (3.58%) Retail
8 185 (3.56%) Documentation Skills
9 149 (2.87%) Legal
10 125 (2.41%) Inclusion and Diversity
11 109 (2.10%) Presentation Skills
12 104 (2.00%) Influencing Skills
13 101 (1.94%) Front Office
13 101 (1.94%) Manufacturing
14 92 (1.77%) Marketing
15 91 (1.75%) Telecoms
16 82 (1.58%) Investment Banking
17 70 (1.35%) Back Office
18 64 (1.23%) Law
19 54 (1.04%) Aerospace
Job Titles
1 723 (13.91%) Analyst
2 580 (11.16%) Developer
3 435 (8.37%) Senior
4 361 (6.95%) Architect
5 325 (6.25%) Lead
6 287 (5.52%) Business Analyst
7 257 (4.95%) Consultant
8 233 (4.48%) Data Engineer
9 187 (3.60%) Project Manager
10 146 (2.81%) IT Support
11 144 (2.77%) Support Engineer
12 124 (2.39%) Data Analyst
13 108 (2.08%) Administrator
14 103 (1.98%) IT Engineer
15 101 (1.94%) Solutions Architect
16 98 (1.89%) Java Developer
17 97 (1.87%) Software Engineer
18 93 (1.79%) Network Engineer
19 90 (1.73%) Infrastructure Engineer
20 80 (1.54%) Technical Support
Libraries, Frameworks & Software Standards
1 303 (5.83%) REST
2 155 (2.98%) .NET
3 143 (2.75%) Kafka
4 139 (2.68%) SOAP
5 136 (2.62%) React
6 130 (2.50%) RESTful
7 124 (2.39%) CSS
7 124 (2.39%) Spring
8 115 (2.21%) HTML
9 102 (1.96%) Middleware
10 96 (1.85%) JSON
11 94 (1.81%) AngularJS
11 94 (1.81%) Node.js
12 91 (1.75%) LDAP
12 91 (1.75%) Spring Boot
13 87 (1.67%) XML
14 74 (1.42%) PySpark
15 61 (1.17%) Web Services
16 56 (1.08%) OAuth
17 48 (0.92%) Oracle Fusion
Miscellaneous
1 262 (5.04%) Product Ownership
2 230 (4.43%) Onboarding
3 208 (4.00%) Data Centre
4 206 (3.96%) Cloud Native
5 168 (3.23%) Self-Motivation
6 147 (2.83%) Analytical Mindset
7 143 (2.75%) Management Information System
8 128 (2.46%) Legacy Systems
9 119 (2.29%) Distributed Systems
10 117 (2.25%) Data Protection Act
11 113 (2.17%) Virtual Team
12 111 (2.14%) Enterprise Software
13 96 (1.85%) Data Structures
14 70 (1.35%) Driving Licence
14 70 (1.35%) Security Posture
15 62 (1.19%) Algorithms
16 59 (1.14%) AI Agents
17 50 (0.96%) Foreign Exchange (FX)
18 48 (0.92%) Derivative
19 47 (0.90%) Mobile App
Operating Systems
1 612 (11.78%) Windows
2 295 (5.68%) Linux
3 113 (2.17%) Windows Server
4 112 (2.16%) Windows 10
5 105 (2.02%) Unix
6 90 (1.73%) Android
7 86 (1.66%) Apple iOS
8 80 (1.54%) Mac OS
9 53 (1.02%) 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 (0.12%) Solaris
19 5 (0.096%) Windows Server 2012
20 4 (0.077%) Windows 8
Processes & Methodologies
1 1,385 (26.66%) Agile
2 846 (16.28%) CI/CD
3 819 (15.76%) Continuous Improvement
4 770 (14.82%) DevOps
5 757 (14.57%) Stakeholder Management
6 588 (11.32%) AI
7 582 (11.20%) Decision-Making
8 561 (10.80%) Migration
9 556 (10.70%) Analytics
10 463 (8.91%) Customer Service
11 462 (8.89%) Stakeholder Engagement
12 444 (8.55%) Data Modelling
13 434 (8.35%) Project Management
14 432 (8.31%) ITIL
15 419 (8.06%) Validation
16 407 (7.83%) Business Intelligence
17 377 (7.26%) Test Automation
18 353 (6.79%) Scrum
19 344 (6.62%) Change Management
20 315 (6.06%) Computer Science
Programming Languages
1 925 (17.80%) Python
2 904 (17.40%) SQL
3 403 (7.76%) Java
4 317 (6.10%) PowerShell
5 262 (5.04%) JavaScript
6 197 (3.79%) C#
7 140 (2.69%) TypeScript
8 119 (2.29%) Bash
9 75 (1.44%) C++
10 73 (1.40%) PL/SQL
11 56 (1.08%) Shell Script
12 47 (0.90%) Go
13 38 (0.73%) R
14 37 (0.71%) C
15 36 (0.69%) T-SQL
16 35 (0.67%) Bicep
16 35 (0.67%) Perl
17 33 (0.64%) Apex Code
18 31 (0.60%) Data Analysis Expressions
19 30 (0.58%) Scala
Qualifications
1 1,099 (21.15%) Security Cleared
2 749 (14.41%) SC Cleared
3 638 (12.28%) Degree
4 196 (3.77%) Computer Science Degree
5 189 (3.64%) DV Cleared
6 161 (3.10%) BPSS Clearance
7 138 (2.66%) Cisco Certification
8 131 (2.52%) Microsoft Certification
9 94 (1.81%) CISSP
10 83 (1.60%) PMP
11 79 (1.52%) CCNA
12 76 (1.46%) PMI Certification
13 75 (1.44%) A+ Certification
14 74 (1.42%) Master's Degree
15 68 (1.31%) Network+ Certification
16 63 (1.21%) Azure Certification
16 63 (1.21%) CISM
17 58 (1.12%) MCSE
18 43 (0.83%) CCNP
19 39 (0.75%) ITIL Certification
Quality Assurance & Compliance
1 346 (6.66%) Data Quality
2 271 (5.22%) QA
3 145 (2.79%) GDPR
4 115 (2.21%) Accessibility
5 94 (1.81%) SLA
6 91 (1.75%) ISO/IEC 27001
7 87 (1.67%) PMO
8 74 (1.42%) NIST
9 55 (1.06%) GRC
10 28 (0.54%) WCAG
11 27 (0.52%) Actionable Recommendations
12 26 (0.50%) PCI DSS
13 25 (0.48%) Sarbanes-Oxley
14 18 (0.35%) ISO 20022
15 15 (0.29%) NCSC
16 14 (0.27%) COBIT
16 14 (0.27%) PSD2
17 13 (0.25%) Cyber Essentials
18 12 (0.23%) IFRS
18 12 (0.23%) ISO 8583
System Software
1 384 (7.39%) Active Directory
2 319 (6.14%) Docker
3 106 (2.04%) VMware Infrastructure
4 41 (0.79%) vSphere
5 38 (0.73%) VMware NSX
6 34 (0.65%) Hyper-V
7 28 (0.54%) VMware ESXi
8 26 (0.50%) Virtual Desktop
9 21 (0.40%) Virtual Machines
10 20 (0.38%) Firmware
11 18 (0.35%) vCloud
12 11 (0.21%) Squid
13 8 (0.15%) Oracle RAC
14 7 (0.13%) IAG
15 5 (0.096%) RACF
16 4 (0.077%) ACF2
16 4 (0.077%) Microsoft App-V
16 4 (0.077%) NFS
16 4 (0.077%) Snort
17 3 (0.058%) BitLocker
Systems Management
1 400 (7.70%) Kubernetes
2 275 (5.29%) Terraform
3 179 (3.44%) Ansible
4 130 (2.50%) Microsoft Intune
5 113 (2.17%) Grafana
6 97 (1.87%) Prometheus
7 75 (1.44%) SCCM
8 45 (0.87%) vCenter Server
9 42 (0.81%) FortiGate
9 42 (0.81%) 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
1 964 (18.55%) Microsoft
2 336 (6.47%) Oracle
3 299 (5.75%) SAP
4 257 (4.95%) ServiceNow
5 180 (3.46%) VMware
6 145 (2.79%) Databricks
6 145 (2.79%) Google
7 129 (2.48%) Splunk
8 126 (2.42%) Cisco
9 112 (2.16%) Salesforce
10 84 (1.62%) Dell
11 69 (1.33%) CyberArk
12 65 (1.25%) Workday
13 64 (1.23%) Red Hat
14 63 (1.21%) BeyondTrust
15 62 (1.19%) Adobe
16 48 (0.92%) Citrix
17 47 (0.90%) F5
17 47 (0.90%) Palo Alto
18 46 (0.89%) HP