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

6 months to
10 Mar 2026
Same period 2025 Same period 2024
Rank 7 6 10
Rank change year-on-year -1 +4 +11
Contract jobs citing Problem-Solving 5,480 4,682 4,817
As % of all contract jobs in the UK 12.92% 15.84% 10.77%
As % of the Processes & Methodologies category 15.00% 17.54% 12.43%
Number of daily rates quoted 3,383 2,921 2,987
10th Percentile £288 £256 £213
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £481 £500 £500
Median % change year-on-year -3.75% - -6.54%
75th Percentile £588 £600 £625
90th Percentile £703 £700 £725
UK excluding London median daily rate £475 £475 £475
% change year-on-year - - -5.00%
Number of hourly rates quoted 313 196 411
10th Percentile £13.00 £15.00 £11.07
25th Percentile £15.18 £17.11 £14.00
Median hourly rate £20.00 £26.31 £18.00
Median % change year-on-year -23.98% +46.17% -48.57%
75th Percentile £41.75 £41.88 £43.75
90th Percentile £70.20 £69.38 £72.50
UK excluding London median hourly rate £17.25 £22.14 £16.12
% change year-on-year -22.09% +37.34% -39.57%

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 36,537 26,694 38,745
As % of all contract IT jobs advertised in the UK 86.12% 90.29% 86.61%
Number of daily rates quoted 23,174 17,018 25,183
10th Percentile £313 £306 £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 £743 £738
UK excluding London median daily rate £481 £493 £500
% change year-on-year -2.28% -1.50% -
Number of hourly rates quoted 2,160 902 2,347
10th Percentile £14.64 £15.51 £13.00
25th Percentile £18.50 £21.00 £16.06
Median hourly rate £29.61 £32.50 £32.50
Median % change year-on-year -8.89% - -7.14%
75th Percentile £63.75 £65.00 £57.50
90th Percentile £74.26 £77.10 £71.80
UK excluding London median hourly rate £26.55 £31.76 £31.80
% change year-on-year -16.40% -0.13% -9.14%

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 10 March 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 10 March 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 10 March 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 -1 4,690 £492 -1.60% 3,275
UK excluding London -4 2,838 £475 - 2,695
London -5 2,042 £513 -2.38% 853
Work from Home 0 1,589 £480 -4.00% 1,471
North of England -3 765 £450 -8.07% 596
South East -2 669 £492 -1.60% 860
Midlands -1 529 £450 +3.45% 431
West Midlands 0 388 £475 +4.86% 251
North West -2 381 £425 -10.53% 316
Yorkshire -4 334 £475 -5.00% 209
South West -2 311 £543 +3.33% 327
Scotland 0 262 £438 -2.78% 150
East of England -3 241 £452 +0.44% 321
East Midlands -4 142 £402 +7.20% 180
Wales -1 67 £400 +3.23% 88
North East -2 59 £438 -3.21% 83
Northern Ireland -1 32 £450 +36.36% 16
Channel Islands 0 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
1 221 (4.03%) Confluence
2 165 (3.01%) SharePoint
3 108 (1.97%) Microsoft Exchange
4 92 (1.68%) Apache Spark
5 68 (1.24%) Apache
6 65 (1.19%) SAS
7 48 (0.88%) Apache Airflow
8 36 (0.66%) CMS
9 21 (0.38%) WebLogic
10 17 (0.31%) Skype for Business
11 15 (0.27%) nginx
12 12 (0.22%) Adobe Experience Manager
13 11 (0.20%) JBoss
14 9 (0.16%) Jupyter
14 9 (0.16%) Oracle Workflow
15 8 (0.15%) Camunda
16 7 (0.13%) Anypoint
16 7 (0.13%) Palantir Foundry
17 6 (0.11%) Sitecore CMS
18 5 (0.091%) Oracle SOA Suite
Applications
1 319 (5.82%) Microsoft Excel
2 228 (4.16%) Microsoft Office
3 125 (2.28%) Microsoft PowerPoint
4 81 (1.48%) MS Visio
5 76 (1.39%) Microsoft Project
6 22 (0.40%) Chatbot
7 21 (0.38%) Spreadsheet
8 10 (0.18%) Sketch
9 9 (0.16%) Adobe Creative Suite
9 9 (0.16%) Adobe XD
10 7 (0.13%) Trello
11 5 (0.091%) Acrobat
11 5 (0.091%) Photoshop
12 4 (0.073%) Adobe Captivate
12 4 (0.073%) Autodesk Inventor
12 4 (0.073%) InDesign
12 4 (0.073%) InVision
12 4 (0.073%) Zeplin
13 3 (0.055%) LaTeX
13 3 (0.055%) Notion
Business Applications
1 97 (1.77%) SAP S/4HANA
2 40 (0.73%) Dynamics CRM
3 22 (0.40%) Aladdin
4 20 (0.36%) Payment Gateway
5 18 (0.33%) Oracle Payables
6 15 (0.27%) Workday HCM
7 14 (0.26%) Oracle EBS
7 14 (0.26%) Oracle ERP
7 14 (0.26%) Remedy ITSM
8 13 (0.24%) Oracle Assets
8 13 (0.24%) SAP ERP
9 12 (0.22%) NEC Housing
9 12 (0.22%) NetSuite
9 12 (0.22%) Oracle Receivables
9 12 (0.22%) Sparx Enterprise Architect
10 11 (0.20%) Oracle Subledger Accounting
10 11 (0.20%) SAP HR
11 10 (0.18%) Oracle General Ledger
11 10 (0.18%) SAP HCM
11 10 (0.18%) SAP Payroll
Cloud Services
1 1,179 (21.51%) Azure
2 863 (15.75%) AWS
3 394 (7.19%) GCP
4 381 (6.95%) Power Platform
5 336 (6.13%) Microsoft 365
6 269 (4.91%) GitHub
7 255 (4.65%) Azure DevOps
8 199 (3.63%) Serverless
9 163 (2.97%) Entra ID
10 142 (2.59%) GitHub Actions
11 134 (2.45%) SaaS
12 109 (1.99%) Amazon S3
13 103 (1.88%) AWS Lambda
14 94 (1.72%) OpenShift
15 93 (1.70%) Snowflake
16 80 (1.46%) Azure Data Factory
17 78 (1.42%) Dynamics 365
18 68 (1.24%) PaaS
18 68 (1.24%) Power Automate
19 62 (1.13%) Azure AKS
Communications & Networking
1 210 (3.83%) Firewall
2 193 (3.52%) DNS
3 131 (2.39%) TCP/IP
4 112 (2.04%) Network Security
5 111 (2.03%) DHCP
5 111 (2.03%) VPN
6 109 (1.99%) WAN
7 86 (1.57%) LAN
8 61 (1.11%) Wi-Fi
9 51 (0.93%) BGP
10 48 (0.88%) VLAN
11 44 (0.80%) SAN
12 37 (0.68%) OSPF
13 34 (0.62%) VoIP
14 28 (0.51%) SD-WAN
15 26 (0.47%) Wireless
16 24 (0.44%) MPLS
17 23 (0.42%) Internet
18 22 (0.40%) SSH
19 21 (0.38%) HTTP
Database & Business Intelligence
1 310 (5.66%) Power BI
2 186 (3.39%) SQL Server
3 172 (3.14%) PostgreSQL
4 168 (3.07%) Data Warehouse
5 160 (2.92%) Relational Database
6 112 (2.04%) MongoDB
7 109 (1.99%) NoSQL
8 89 (1.62%) Metadata
9 84 (1.53%) MySQL
9 84 (1.53%) Tableau
10 82 (1.50%) Big Data
11 74 (1.35%) Data Lake
12 73 (1.33%) Oracle Database
13 56 (1.02%) Oracle Reports
14 51 (0.93%) Hadoop
15 49 (0.89%) SQL Server Integration Services
16 45 (0.82%) Amazon RDS
17 39 (0.71%) DynamoDB
18 36 (0.66%) Pentaho
19 33 (0.60%) Azure SQL Database
Development Applications
1 506 (9.23%) JIRA
2 385 (7.03%) Git
3 279 (5.09%) Jenkins
4 179 (3.27%) GitLab
5 88 (1.61%) Selenium
6 64 (1.17%) JUnit
7 46 (0.84%) Postman
8 43 (0.78%) Cucumber
9 38 (0.69%) Bitbucket
10 27 (0.49%) Maven
10 27 (0.49%) REST Assured
11 26 (0.47%) Sonatype Nexus
12 25 (0.46%) Cypress.io
13 24 (0.44%) JMeter
14 21 (0.38%) Mockito
14 21 (0.38%) SonarQube
15 16 (0.29%) IntelliJ
16 15 (0.27%) CircleCI
16 15 (0.27%) SpecFlow
17 14 (0.26%) WebDriver
General
1 2,973 (54.25%) Social Skills
2 2,007 (36.62%) Analytical Skills
3 1,226 (22.37%) Finance
4 554 (10.11%) Public Sector
5 441 (8.05%) Banking
6 211 (3.85%) Organisational Skills
7 176 (3.21%) Documentation Skills
7 176 (3.21%) Legal
8 149 (2.72%) Retail
9 144 (2.63%) Influencing Skills
10 133 (2.43%) Inclusion and Diversity
11 131 (2.39%) Presentation Skills
12 103 (1.88%) Telecoms
13 98 (1.79%) Front Office
14 90 (1.64%) Marketing
15 87 (1.59%) Investment Banking
16 77 (1.41%) Manufacturing
17 65 (1.19%) Military
18 55 (1.00%) Financial Institution
19 46 (0.84%) Law
Job Titles
1 771 (14.07%) Developer
2 753 (13.74%) Analyst
3 485 (8.85%) Senior
4 373 (6.81%) Architect
5 346 (6.31%) Lead
6 317 (5.78%) Business Analyst
7 300 (5.47%) Consultant
8 216 (3.94%) Project Manager
9 214 (3.91%) Data Engineer
10 146 (2.66%) Support Engineer
11 131 (2.39%) Java Developer
12 123 (2.24%) IT Support
13 106 (1.93%) Senior Developer
14 104 (1.90%) Data Analyst
15 101 (1.84%) Software Engineer
16 98 (1.79%) Solutions Architect
17 92 (1.68%) Administrator
18 90 (1.64%) Python Developer
19 83 (1.51%) Network Engineer
20 78 (1.42%) Support Analyst
Libraries, Frameworks & Software Standards
1 372 (6.79%) REST
2 187 (3.41%) Kafka
3 183 (3.34%) RESTful
4 180 (3.28%) SOAP
5 170 (3.10%) .NET
6 165 (3.01%) Node.js
7 164 (2.99%) Spring
8 159 (2.90%) React
9 129 (2.35%) HTML
10 127 (2.32%) CSS
11 124 (2.26%) AngularJS
12 120 (2.19%) JSON
13 110 (2.01%) Spring Boot
14 100 (1.82%) XML
15 94 (1.72%) LDAP
16 89 (1.62%) Middleware
17 80 (1.46%) OAuth
18 71 (1.30%) Oracle Fusion
19 69 (1.26%) Web Services
20 68 (1.24%) PySpark
Miscellaneous
1 270 (4.93%) Product Ownership
2 241 (4.40%) Cloud Native
3 199 (3.63%) Onboarding
4 173 (3.16%) Management Information System
5 152 (2.77%) Data Centre
6 139 (2.54%) Analytical Mindset
7 123 (2.24%) Self-Motivation
8 117 (2.14%) Data Structures
9 113 (2.06%) Data Protection Act
10 99 (1.81%) Enterprise Software
10 99 (1.81%) Virtual Team
11 93 (1.70%) Legacy Systems
12 92 (1.68%) Algorithms
13 87 (1.59%) Distributed Systems
14 77 (1.41%) Security Posture
15 70 (1.28%) Hybrid Cloud
16 69 (1.26%) CMDB
17 66 (1.20%) Mobile App
18 65 (1.19%) Driving Licence
19 55 (1.00%) Equities
Operating Systems
1 569 (10.38%) Windows
2 344 (6.28%) Linux
3 113 (2.06%) Unix
4 110 (2.01%) Windows Server
5 100 (1.82%) Windows 10
6 70 (1.28%) Android
7 66 (1.20%) Apple iOS
8 65 (1.19%) Red Hat Enterprise Linux
9 57 (1.04%) Mac OS
10 21 (0.38%) VMS
11 15 (0.27%) Ubuntu
12 14 (0.26%) CentOS
13 10 (0.18%) Windows Server 2019
14 9 (0.16%) Windows Server 2012
15 8 (0.15%) Mac OS X
16 5 (0.091%) Windows 7
16 5 (0.091%) Windows Server 2003
16 5 (0.091%) zOS
17 4 (0.073%) Debian
17 4 (0.073%) Windows 8
Processes & Methodologies
1 1,598 (29.16%) Agile
2 1,032 (18.83%) CI/CD
3 888 (16.20%) DevOps
4 835 (15.24%) Stakeholder Management
5 801 (14.62%) Continuous Improvement
6 627 (11.44%) Analytics
7 568 (10.36%) Migration
8 559 (10.20%) Decision-Making
9 505 (9.22%) AI
10 479 (8.74%) Stakeholder Engagement
11 477 (8.70%) Project Management
12 462 (8.43%) Data Modelling
13 448 (8.18%) Test Automation
14 423 (7.72%) Scrum
15 417 (7.61%) Business Intelligence
16 414 (7.55%) Validation
17 383 (6.99%) Containerisation
18 382 (6.97%) Customer Service
18 382 (6.97%) ITIL
19 378 (6.90%) Change Management
Programming Languages
1 1,058 (19.31%) Python
2 949 (17.32%) SQL
3 504 (9.20%) Java
4 364 (6.64%) PowerShell
5 317 (5.78%) JavaScript
6 225 (4.11%) C#
7 219 (4.00%) TypeScript
8 152 (2.77%) Bash
9 81 (1.48%) Shell Script
10 74 (1.35%) PL/SQL
11 59 (1.08%) C++
12 58 (1.06%) Go
13 47 (0.86%) Perl
14 44 (0.80%) Scala
15 41 (0.75%) Bicep
16 39 (0.71%) T-SQL
17 37 (0.68%) Ruby
18 35 (0.64%) VBA
19 33 (0.60%) R
20 31 (0.57%) Data Analysis Expressions
Qualifications
1 1,179 (21.51%) Security Cleared
2 830 (15.15%) SC Cleared
3 714 (13.03%) Degree
4 248 (4.53%) Computer Science Degree
5 211 (3.85%) DV Cleared
6 159 (2.90%) BPSS Clearance
7 111 (2.03%) Cisco Certification
7 111 (2.03%) Master's Degree
8 105 (1.92%) Microsoft Certification
9 103 (1.88%) PMI Certification
10 102 (1.86%) PMP
11 96 (1.75%) CISSP
12 78 (1.42%) Azure Certification
13 61 (1.11%) CISM
14 56 (1.02%) AWS Certification
14 56 (1.02%) CCNP
15 49 (0.89%) CCNA
16 39 (0.71%) ITIL Certification
17 38 (0.69%) A+ Certification
18 32 (0.58%) Network+ Certification
Quality Assurance & Compliance
1 355 (6.48%) QA
2 328 (5.99%) Data Quality
3 160 (2.92%) GDPR
4 120 (2.19%) Accessibility
5 88 (1.61%) NIST
6 86 (1.57%) ISO/IEC 27001
6 86 (1.57%) PMO
7 66 (1.20%) SLA
8 37 (0.68%) PCI DSS
9 34 (0.62%) GRC
10 33 (0.60%) WCAG
11 27 (0.49%) Actionable Recommendations
12 23 (0.42%) PSD2
12 23 (0.42%) Sarbanes-Oxley
13 18 (0.33%) ISO 20022
14 17 (0.31%) ISO 8583
15 16 (0.29%) EU AI Act
15 16 (0.29%) HIPAA
16 13 (0.24%) HL7
16 13 (0.24%) IFRS
System Software
1 491 (8.96%) Docker
2 379 (6.92%) Active Directory
3 112 (2.04%) VMware Infrastructure
4 44 (0.80%) vSphere
5 34 (0.62%) VMware NSX
6 33 (0.60%) Hyper-V
7 24 (0.44%) Virtual Desktop
8 20 (0.36%) Firmware
9 19 (0.35%) Virtual Machines
10 11 (0.20%) RACF
11 10 (0.18%) Time Sharing Option
12 9 (0.16%) ACF2
13 8 (0.15%) Oracle RAC
13 8 (0.15%) Squid
13 8 (0.15%) VMware ESXi
14 7 (0.13%) vCloud
15 5 (0.091%) HDFS
16 4 (0.073%) Snort
17 3 (0.055%) ISA Server
17 3 (0.055%) NFS
Systems Management
1 536 (9.78%) Kubernetes
2 321 (5.86%) Terraform
3 202 (3.69%) Ansible
4 136 (2.48%) Grafana
5 118 (2.15%) Microsoft Intune
6 110 (2.01%) Prometheus
7 95 (1.73%) SCCM
8 48 (0.88%) Single Sign-On
9 37 (0.68%) FortiGate
10 36 (0.66%) Puppet
11 33 (0.60%) Kibana
12 31 (0.57%) Argo
13 29 (0.53%) Nessus
13 29 (0.53%) vCenter Server
14 25 (0.46%) Active Directory Federation Services
14 25 (0.46%) Control-M
15 23 (0.42%) IBM Guardium
16 15 (0.27%) vRealize
17 14 (0.26%) Red Hat Satellite
18 12 (0.22%) CSIRT
Vendors
1 1,003 (18.30%) Microsoft
2 360 (6.57%) Oracle
3 262 (4.78%) SAP
4 239 (4.36%) ServiceNow
5 201 (3.67%) VMware
6 184 (3.36%) Google
7 160 (2.92%) Databricks
8 150 (2.74%) Splunk
9 136 (2.48%) Cisco
10 112 (2.04%) Salesforce
11 86 (1.57%) Red Hat
12 75 (1.37%) CyberArk
13 64 (1.17%) BeyondTrust
14 57 (1.04%) Citrix
14 57 (1.04%) Dell
14 57 (1.04%) Talend
14 57 (1.04%) Workday
15 56 (1.02%) IBM
15 56 (1.02%) Palo Alto
16 52 (0.95%) F5