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

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 8 6 10
Rank change year-on-year -2 +4 +11
Contract jobs citing Problem-Solving 5,477 4,724 4,823
As % of all contract jobs in the UK 12.79% 16.03% 10.83%
As % of the Processes & Methodologies category 14.86% 17.74% 12.50%
Number of daily rates quoted 3,358 2,948 2,986
10th Percentile £288 £258 £213
25th Percentile £400 £400 £380
Median daily rate (50th Percentile) £480 £500 £500
Median % change year-on-year -4.00% - -6.19%
75th Percentile £588 £600 £625
90th Percentile £703 £700 £725
UK excluding London median daily rate £471 £475 £475
% change year-on-year -0.95% - -5.00%
Number of hourly rates quoted 315 195 410
10th Percentile £13.00 £14.99 £11.07
25th Percentile £15.18 £18.07 £14.00
Median hourly rate £20.00 £26.50 £18.00
Median % change year-on-year -24.53% +47.22% -49.51%
75th Percentile £41.90 £43.19 £43.75
90th Percentile £71.80 £75.50 £72.05
UK excluding London median hourly rate £17.00 £22.88 £16.42
% change year-on-year -25.68% +39.31% -38.57%

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 36,854 26,627 38,581
As % of all contract IT jobs advertised in the UK 86.05% 90.37% 86.59%
Number of daily rates quoted 23,339 16,995 25,088
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 £744 £738
UK excluding London median daily rate £480 £490 £500
% change year-on-year -2.04% -2.00% -
Number of hourly rates quoted 2,197 898 2,338
10th Percentile £14.82 £15.48 £13.00
25th Percentile £18.50 £21.00 £16.06
Median hourly rate £30.00 £32.50 £32.50
Median % change year-on-year -7.69% - -7.14%
75th Percentile £65.00 £65.00 £57.50
90th Percentile £75.00 £77.50 £70.00
UK excluding London median hourly rate £27.36 £32.50 £31.50
% change year-on-year -15.82% +3.17% -10.00%

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 13 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 13 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 13 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 -3 4,687 £490 -2.00% 3,193
UK excluding London -4 2,836 £471 -0.95% 2,663
London -6 2,040 £513 -2.38% 995
Work from Home 0 1,587 £478 -4.35% 1,263
North of England -3 765 £450 -8.07% 647
South East -1 680 £490 -2.00% 827
Midlands -2 516 £450 +2.86% 454
North West -4 378 £424 -10.66% 357
West Midlands -2 377 £475 +3.69% 270
Yorkshire -3 340 £475 -5.00% 218
South West -3 312 £530 +0.95% 326
Scotland 0 264 £425 -5.56% 146
East of England -3 237 £450 - 268
East Midlands -4 140 £402 +7.20% 181
Wales -4 64 £400 +2.56% 73
North East -4 56 £438 -2.78% 85
Northern Ireland -2 32 £450 +37.40% 17
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
1 226 (4.13%) Confluence
2 163 (2.98%) SharePoint
3 107 (1.95%) Microsoft Exchange
4 95 (1.73%) Apache Spark
5 67 (1.22%) Apache
6 60 (1.10%) SAS
7 46 (0.84%) Apache Airflow
8 35 (0.64%) CMS
9 21 (0.38%) WebLogic
10 15 (0.27%) Skype for Business
11 14 (0.26%) 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
1 325 (5.93%) Microsoft Excel
2 224 (4.09%) Microsoft Office
3 123 (2.25%) Microsoft PowerPoint
4 82 (1.50%) MS Visio
5 81 (1.48%) Microsoft Project
6 23 (0.42%) Spreadsheet
7 22 (0.40%) Chatbot
8 10 (0.18%) Sketch
9 9 (0.16%) Adobe Creative Suite
9 9 (0.16%) Adobe XD
10 7 (0.13%) Trello
11 6 (0.11%) Photoshop
12 5 (0.091%) Acrobat
13 4 (0.073%) Adobe Captivate
13 4 (0.073%) InDesign
13 4 (0.073%) InVision
13 4 (0.073%) Maya
13 4 (0.073%) Zeplin
14 3 (0.055%) Autodesk Inventor
14 3 (0.055%) Notion
Business Applications
1 95 (1.73%) SAP S/4HANA
2 41 (0.75%) Dynamics CRM
3 22 (0.40%) Aladdin
4 20 (0.37%) Payment Gateway
5 18 (0.33%) Oracle Payables
6 16 (0.29%) Workday HCM
7 15 (0.27%) Oracle EBS
7 15 (0.27%) Oracle ERP
8 14 (0.26%) Remedy ITSM
9 13 (0.24%) Oracle Assets
9 13 (0.24%) SAP ERP
9 13 (0.24%) Sparx Enterprise Architect
10 12 (0.22%) NEC Housing
10 12 (0.22%) NetSuite
10 12 (0.22%) Oracle Receivables
11 11 (0.20%) Oracle Subledger Accounting
11 11 (0.20%) SAP HR
12 10 (0.18%) Oracle General Ledger
12 10 (0.18%) SAP HCM
12 10 (0.18%) SAP Payroll
Cloud Services
1 1,183 (21.60%) Azure
2 872 (15.92%) AWS
3 393 (7.18%) GCP
4 385 (7.03%) Power Platform
5 330 (6.03%) Microsoft 365
6 270 (4.93%) GitHub
7 254 (4.64%) Azure DevOps
8 201 (3.67%) Serverless
9 165 (3.01%) Entra ID
10 140 (2.56%) GitHub Actions
11 134 (2.45%) SaaS
12 113 (2.06%) Amazon S3
13 105 (1.92%) AWS Lambda
14 94 (1.72%) OpenShift
15 92 (1.68%) Snowflake
16 79 (1.44%) Azure Data Factory
16 79 (1.44%) Dynamics 365
17 71 (1.30%) PaaS
18 70 (1.28%) Power Automate
19 63 (1.15%) Amazon EC2
Communications & Networking
1 211 (3.85%) Firewall
2 196 (3.58%) DNS
3 129 (2.36%) TCP/IP
4 116 (2.12%) Network Security
5 114 (2.08%) WAN
6 113 (2.06%) DHCP
7 109 (1.99%) VPN
8 91 (1.66%) LAN
9 61 (1.11%) Wi-Fi
10 52 (0.95%) BGP
11 47 (0.86%) SAN
11 47 (0.86%) VLAN
12 38 (0.69%) OSPF
13 34 (0.62%) VoIP
14 32 (0.58%) SD-WAN
15 28 (0.51%) Wireless
16 26 (0.47%) MPLS
17 25 (0.46%) Internet
18 22 (0.40%) SSH
19 21 (0.38%) Junos
Database & Business Intelligence
1 312 (5.70%) Power BI
2 185 (3.38%) SQL Server
3 176 (3.21%) PostgreSQL
4 175 (3.20%) Data Warehouse
5 158 (2.88%) Relational Database
6 110 (2.01%) MongoDB
7 106 (1.94%) NoSQL
8 93 (1.70%) Metadata
9 87 (1.59%) Big Data
9 87 (1.59%) Tableau
10 84 (1.53%) MySQL
11 75 (1.37%) Data Lake
12 72 (1.31%) Oracle Database
13 57 (1.04%) Oracle Reports
14 53 (0.97%) Hadoop
15 49 (0.89%) SQL Server Integration Services
16 46 (0.84%) Amazon RDS
17 40 (0.73%) DynamoDB
18 32 (0.58%) Azure SQL Database
19 31 (0.57%) Pentaho
Development Applications
1 508 (9.28%) JIRA
2 380 (6.94%) Git
3 276 (5.04%) Jenkins
4 182 (3.32%) GitLab
5 89 (1.62%) Selenium
6 64 (1.17%) JUnit
7 47 (0.86%) Postman
8 41 (0.75%) Cucumber
9 38 (0.69%) Bitbucket
10 27 (0.49%) REST Assured
11 26 (0.47%) Sonatype Nexus
12 24 (0.44%) Cypress.io
12 24 (0.44%) JMeter
12 24 (0.44%) Maven
13 20 (0.37%) Mockito
13 20 (0.37%) SonarQube
14 16 (0.29%) IntelliJ
15 15 (0.27%) CircleCI
15 15 (0.27%) SpecFlow
15 15 (0.27%) WebDriver
General
1 2,968 (54.19%) Social Skills
2 2,036 (37.17%) Analytical Skills
3 1,233 (22.51%) Finance
4 558 (10.19%) Public Sector
5 436 (7.96%) Banking
6 209 (3.82%) Organisational Skills
7 178 (3.25%) Legal
8 177 (3.23%) Documentation Skills
9 156 (2.85%) Retail
10 144 (2.63%) Influencing Skills
11 134 (2.45%) Presentation Skills
12 130 (2.37%) Inclusion and Diversity
13 104 (1.90%) Telecoms
14 99 (1.81%) Front Office
15 91 (1.66%) Marketing
16 86 (1.57%) Investment Banking
17 80 (1.46%) Manufacturing
18 63 (1.15%) Military
19 57 (1.04%) Financial Institution
20 46 (0.84%) Law
Job Titles
1 759 (13.86%) Developer
2 741 (13.53%) Analyst
3 477 (8.71%) Senior
4 380 (6.94%) Architect
5 349 (6.37%) Lead
6 314 (5.73%) Business Analyst
7 308 (5.62%) Consultant
8 219 (4.00%) Project Manager
9 215 (3.93%) Data Engineer
10 143 (2.61%) Support Engineer
11 127 (2.32%) Java Developer
12 120 (2.19%) IT Support
13 103 (1.88%) Data Analyst
14 102 (1.86%) Senior Developer
15 98 (1.79%) Software Engineer
15 98 (1.79%) Solutions Architect
16 91 (1.66%) Administrator
17 89 (1.62%) Python Developer
18 84 (1.53%) Network Engineer
19 77 (1.41%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 371 (6.77%) REST
2 188 (3.43%) Kafka
3 179 (3.27%) SOAP
4 176 (3.21%) RESTful
5 170 (3.10%) .NET
6 164 (2.99%) Spring
7 160 (2.92%) Node.js
8 154 (2.81%) React
9 128 (2.34%) CSS
9 128 (2.34%) HTML
10 125 (2.28%) AngularJS
11 119 (2.17%) JSON
12 111 (2.03%) Spring Boot
13 101 (1.84%) XML
14 94 (1.72%) LDAP
15 91 (1.66%) Middleware
16 81 (1.48%) OAuth
17 72 (1.31%) PySpark
18 71 (1.30%) Oracle Fusion
19 69 (1.26%) Web Services
Miscellaneous
1 268 (4.89%) Product Ownership
2 244 (4.45%) Cloud Native
3 198 (3.62%) Onboarding
4 174 (3.18%) Management Information System
5 157 (2.87%) Data Centre
6 142 (2.59%) Analytical Mindset
7 123 (2.25%) Self-Motivation
8 119 (2.17%) Data Structures
9 109 (1.99%) Data Protection Act
10 100 (1.83%) Enterprise Software
11 98 (1.79%) Legacy Systems
11 98 (1.79%) Virtual Team
12 93 (1.70%) Algorithms
13 90 (1.64%) Distributed Systems
14 77 (1.41%) Security Posture
15 70 (1.28%) Hybrid Cloud
16 68 (1.24%) CMDB
17 67 (1.22%) Driving Licence
17 67 (1.22%) Mobile App
18 56 (1.02%) Equities
Operating Systems
1 573 (10.46%) Windows
2 343 (6.26%) Linux
3 110 (2.01%) Windows Server
4 109 (1.99%) Unix
5 98 (1.79%) Windows 10
6 70 (1.28%) Android
7 65 (1.19%) Apple iOS
8 64 (1.17%) Red Hat Enterprise Linux
9 57 (1.04%) Mac OS
10 18 (0.33%) VMS
11 15 (0.27%) Ubuntu
12 13 (0.24%) CentOS
13 10 (0.18%) Windows Server 2019
14 9 (0.16%) Windows Server 2012
15 7 (0.13%) Mac OS X
16 6 (0.11%) Windows 7
17 5 (0.091%) Windows Server 2003
17 5 (0.091%) zOS
18 4 (0.073%) Debian
18 4 (0.073%) Windows 8
Processes & Methodologies
1 1,587 (28.98%) Agile
2 1,028 (18.77%) CI/CD
3 882 (16.10%) DevOps
4 831 (15.17%) Stakeholder Management
5 794 (14.50%) Continuous Improvement
6 631 (11.52%) Analytics
7 568 (10.37%) Migration
8 550 (10.04%) Decision-Making
9 510 (9.31%) AI
10 482 (8.80%) Project Management
11 481 (8.78%) Stakeholder Engagement
12 471 (8.60%) Data Modelling
13 443 (8.09%) Test Automation
14 421 (7.69%) Validation
15 417 (7.61%) Business Intelligence
16 412 (7.52%) Scrum
17 385 (7.03%) Customer Service
18 382 (6.97%) Containerisation
19 381 (6.96%) Change Management
19 381 (6.96%) ITIL
Programming Languages
1 1,064 (19.43%) Python
2 947 (17.29%) SQL
3 500 (9.13%) Java
4 368 (6.72%) PowerShell
5 316 (5.77%) JavaScript
6 223 (4.07%) C#
7 212 (3.87%) TypeScript
8 154 (2.81%) Bash
9 81 (1.48%) Shell Script
10 75 (1.37%) PL/SQL
11 59 (1.08%) C++
12 57 (1.04%) Go
13 47 (0.86%) Perl
13 47 (0.86%) Scala
14 42 (0.77%) Bicep
15 39 (0.71%) Ruby
16 38 (0.69%) T-SQL
17 35 (0.64%) VBA
18 34 (0.62%) R
19 33 (0.60%) Apex Code
Qualifications
1 1,180 (21.54%) Security Cleared
2 825 (15.06%) SC Cleared
3 714 (13.04%) Degree
4 249 (4.55%) Computer Science Degree
5 209 (3.82%) DV Cleared
6 159 (2.90%) BPSS Clearance
7 115 (2.10%) Cisco Certification
8 113 (2.06%) Master's Degree
9 106 (1.94%) PMP
10 105 (1.92%) PMI Certification
11 102 (1.86%) Microsoft Certification
12 98 (1.79%) CISSP
13 78 (1.42%) Azure Certification
14 62 (1.13%) CISM
15 56 (1.02%) CCNP
16 54 (0.99%) AWS Certification
17 50 (0.91%) CCNA
18 39 (0.71%) A+ Certification
18 39 (0.71%) ITIL Certification
19 33 (0.60%) Network+ Certification
Quality Assurance & Compliance
1 355 (6.48%) QA
2 330 (6.03%) Data Quality
3 164 (2.99%) GDPR
4 119 (2.17%) Accessibility
5 91 (1.66%) NIST
6 88 (1.61%) PMO
7 87 (1.59%) ISO/IEC 27001
8 66 (1.21%) SLA
9 36 (0.66%) GRC
9 36 (0.66%) PCI DSS
10 33 (0.60%) WCAG
11 29 (0.53%) Actionable Recommendations
12 24 (0.44%) Sarbanes-Oxley
13 23 (0.42%) PSD2
14 18 (0.33%) ISO 20022
15 17 (0.31%) EU AI Act
15 17 (0.31%) ISO 8583
16 16 (0.29%) HIPAA
17 15 (0.27%) HL7
18 13 (0.24%) IFRS
System Software
1 479 (8.75%) Docker
2 378 (6.90%) Active Directory
3 110 (2.01%) VMware Infrastructure
4 44 (0.80%) vSphere
5 36 (0.66%) VMware NSX
6 33 (0.60%) Hyper-V
7 22 (0.40%) Virtual Desktop
8 20 (0.37%) 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
14 7 (0.13%) vCloud
14 7 (0.13%) VMware ESXi
15 5 (0.091%) HDFS
16 4 (0.073%) Snort
17 3 (0.055%) ISA Server
17 3 (0.055%) NFS
Systems Management
1 527 (9.62%) Kubernetes
2 321 (5.86%) Terraform
3 199 (3.63%) Ansible
4 138 (2.52%) Grafana
5 121 (2.21%) Microsoft Intune
6 113 (2.06%) Prometheus
7 86 (1.57%) SCCM
8 48 (0.88%) Single Sign-On
9 37 (0.68%) FortiGate
10 35 (0.64%) Puppet
11 32 (0.58%) Argo
11 32 (0.58%) Kibana
12 30 (0.55%) Nessus
12 30 (0.55%) vCenter Server
13 26 (0.47%) Control-M
14 25 (0.46%) Active Directory Federation Services
15 24 (0.44%) IBM Guardium
16 15 (0.27%) vRealize
17 13 (0.24%) Red Hat Satellite
18 11 (0.20%) VxRail
Vendors
1 997 (18.20%) Microsoft
2 360 (6.57%) Oracle
3 268 (4.89%) SAP
4 232 (4.24%) ServiceNow
5 200 (3.65%) VMware
6 183 (3.34%) Google
7 165 (3.01%) Databricks
8 152 (2.78%) Splunk
9 135 (2.46%) Cisco
10 112 (2.04%) Salesforce
11 86 (1.57%) Red Hat
12 73 (1.33%) CyberArk
13 64 (1.17%) BeyondTrust
14 60 (1.10%) Dell
15 59 (1.08%) Workday
16 56 (1.02%) Citrix
16 56 (1.02%) IBM
17 55 (1.00%) Palo Alto
18 54 (0.99%) Informatica
19 53 (0.97%) Talend