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

6 months to
16 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 5,268 5,044 4,716
As % of all contract jobs in the UK 10.49% 17.03% 10.82%
As % of the Processes & Methodologies category 12.37% 18.70% 12.73%
Number of daily rates quoted 3,056 3,122 2,839
10th Percentile £263 £250 £250
25th Percentile £383 £380 £381
Median daily rate (50th Percentile) £493 £500 £500
Median % change year-on-year -1.50% - -4.76%
75th Percentile £588 £600 £619
90th Percentile £713 £700 £725
UK excluding London median daily rate £457 £465 £475
% change year-on-year -1.77% -2.11% -2.56%
Number of hourly rates quoted 407 276 426
10th Percentile £13.06 £14.20 £11.07
25th Percentile £14.54 £15.50 £13.90
Median hourly rate £20.51 £22.14 £16.23
Median % change year-on-year -7.36% +36.41% -68.49%
75th Percentile £39.50 £41.00 £33.00
90th Percentile £74.00 £65.63 £61.60
UK excluding London median hourly rate £18.77 £19.91 £15.00
% change year-on-year -5.73% +32.73% -71.32%

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 42,574 26,968 37,058
As % of all contract IT jobs advertised in the UK 84.80% 91.03% 85.06%
Number of daily rates quoted 26,549 17,103 23,600
10th Percentile £325 £300 £300
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £513 £506 £525
Median % change year-on-year +1.28% -3.62% -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 2,556 1,231 2,598
10th Percentile £14.82 £14.20 £12.75
25th Percentile £20.00 £17.87 £16.01
Median hourly rate £43.96 £26.32 £37.18
Median % change year-on-year +67.02% -29.21% +6.23%
75th Percentile £68.00 £55.25 £61.30
90th Percentile £81.25 £73.75 £72.50
UK excluding London median hourly rate £44.50 £25.15 £38.12
% change year-on-year +76.94% -34.02% +17.29%

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 16 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 16 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 16 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 4,496 £500 - 5,889
UK excluding London -5 2,808 £457 -1.77% 5,664
London -12 1,921 £520 +1.96% 1,431
Work from Home -5 1,484 £492 -1.60% 4,306
North of England -10 713 £450 -5.26% 1,221
South East -6 674 £488 -2.50% 1,404
Midlands -10 504 £465 +9.29% 813
West Midlands -11 361 £469 +4.22% 424
North West -10 343 £433 -8.95% 612
Yorkshire -7 328 £455 -4.16% 412
South West -5 321 £500 - 558
Scotland -3 290 £438 -5.91% 484
East of England -2 242 £450 -3.54% 719
East Midlands -1 142 £447 +21.80% 389
Wales 0 67 £468 +32.40% 250
North East -19 48 £370 -17.78% 209
Northern Ireland -6 24 £365 -14.12% 346
Channel Islands -3 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
1 222 (4.21%) Confluence
2 153 (2.90%) SharePoint
3 86 (1.63%) Microsoft Exchange
4 76 (1.44%) Apache Spark
5 49 (0.93%) Apache
6 47 (0.89%) Apache Airflow
7 41 (0.78%) SAS
8 33 (0.63%) CMS
9 26 (0.49%) Oracle Workflow
10 15 (0.28%) WebLogic
11 12 (0.23%) nginx
12 11 (0.21%) ArcGIS
12 11 (0.21%) CICS
13 9 (0.17%) Adobe Experience Manager
13 9 (0.17%) Jupyter
13 9 (0.17%) WebSphere
14 8 (0.15%) Camunda
14 8 (0.15%) Tomcat
15 7 (0.13%) Sitecore CMS
16 6 (0.11%) Oracle Self-Service HR
Applications
1 303 (5.75%) Microsoft Excel
2 213 (4.04%) Microsoft Office
3 106 (2.01%) Microsoft PowerPoint
4 72 (1.37%) MS Visio
5 66 (1.25%) Microsoft Project
6 33 (0.63%) 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%) CPLEX
12 7 (0.13%) Trello
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
1 130 (2.47%) SAP S/4HANA
2 42 (0.80%) Dynamics CRM
3 23 (0.44%) Oracle EBS
4 20 (0.38%) Remedy ITSM
5 18 (0.34%) Aladdin
6 17 (0.32%) Oracle ERP
7 16 (0.30%) Workday HCM
8 15 (0.28%) SAP GRC
9 14 (0.27%) NetSuite
10 13 (0.25%) Oracle Payables
11 12 (0.23%) Payment Gateway
11 12 (0.23%) Sparx Enterprise Architect
12 11 (0.21%) NEC Housing
12 11 (0.21%) Teamcenter
13 10 (0.19%) SAP HCM
13 10 (0.19%) SAP SD
14 9 (0.17%) iTrent
15 8 (0.15%) Salesforce CRM
15 8 (0.15%) SAP ERP
16 7 (0.13%) Loan IQ
Cloud Services
1 1,057 (20.06%) Azure
2 793 (15.05%) AWS
3 405 (7.69%) Power Platform
4 359 (6.81%) Microsoft 365
5 310 (5.88%) GCP
6 235 (4.46%) Azure DevOps
7 194 (3.68%) GitHub
8 174 (3.30%) Entra ID
9 141 (2.68%) Serverless
10 136 (2.58%) SaaS
11 100 (1.90%) GitHub Actions
12 92 (1.75%) Amazon S3
13 82 (1.56%) AWS Lambda
14 76 (1.44%) Dynamics 365
15 71 (1.35%) Snowflake
16 68 (1.29%) Power Automate
17 65 (1.23%) Azure Data Factory
18 62 (1.18%) OpenShift
19 61 (1.16%) PowerApps
20 48 (0.91%) Microsoft Copilot
Communications & Networking
1 198 (3.76%) DNS
2 163 (3.09%) Firewall
3 121 (2.30%) TCP/IP
4 113 (2.15%) VPN
5 109 (2.07%) WAN
6 104 (1.97%) DHCP
7 87 (1.65%) Network Security
8 82 (1.56%) SAN
9 81 (1.54%) LAN
10 72 (1.37%) Wi-Fi
11 51 (0.97%) VLAN
12 49 (0.93%) BGP
13 47 (0.89%) SD-WAN
14 41 (0.78%) OSPF
15 33 (0.63%) Wireless
16 31 (0.59%) VoIP
17 28 (0.53%) VXLAN
18 27 (0.51%) MPLS
19 23 (0.44%) Internet
19 23 (0.44%) NAS
Database & Business Intelligence
1 318 (6.04%) Power BI
2 203 (3.85%) SQL Server
3 161 (3.06%) Data Warehouse
4 145 (2.75%) Relational Database
5 139 (2.64%) PostgreSQL
6 114 (2.16%) MongoDB
7 105 (1.99%) Metadata
8 92 (1.75%) Data Lake
9 90 (1.71%) NoSQL
9 90 (1.71%) Tableau
10 76 (1.44%) Big Data
11 52 (0.99%) Oracle Database
12 51 (0.97%) MySQL
13 50 (0.95%) SQL Server Integration Services
14 49 (0.93%) Oracle Reports
15 36 (0.68%) Hadoop
16 30 (0.57%) Amazon RDS
17 29 (0.55%) DynamoDB
18 28 (0.53%) Power Query
19 27 (0.51%) Db2
Development Applications
1 503 (9.55%) JIRA
2 284 (5.39%) Git
3 181 (3.44%) Jenkins
4 131 (2.49%) GitLab
5 66 (1.25%) Selenium
6 42 (0.80%) Postman
7 36 (0.68%) REST Assured
8 30 (0.57%) Cucumber
9 27 (0.51%) Bitbucket
10 26 (0.49%) Cypress.io
11 22 (0.42%) JUnit
12 19 (0.36%) WebDriver
13 17 (0.32%) JMeter
13 17 (0.32%) Sonatype Nexus
14 16 (0.30%) Mockito
15 15 (0.28%) SonarQube
16 14 (0.27%) Maven
16 14 (0.27%) Zephyr
17 13 (0.25%) Gatling
18 12 (0.23%) SpecFlow
General
1 2,736 (51.94%) Social Skills
2 2,065 (39.20%) Analytical Skills
3 1,224 (23.23%) Finance
4 477 (9.05%) Public Sector
5 397 (7.54%) Banking
6 208 (3.95%) Organisational Skills
7 190 (3.61%) Documentation Skills
8 188 (3.57%) Retail
9 152 (2.89%) Legal
10 143 (2.71%) Inclusion and Diversity
11 113 (2.15%) Influencing Skills
12 110 (2.09%) Manufacturing
13 109 (2.07%) Presentation Skills
14 101 (1.92%) Front Office
15 94 (1.78%) Telecoms
16 91 (1.73%) Marketing
17 82 (1.56%) Investment Banking
18 76 (1.44%) Back Office
19 61 (1.16%) Law
20 57 (1.08%) Aerospace
Job Titles
1 738 (14.01%) Analyst
2 600 (11.39%) Developer
3 457 (8.68%) Senior
4 363 (6.89%) Architect
5 341 (6.47%) Lead
6 283 (5.37%) Business Analyst
7 264 (5.01%) Consultant
8 237 (4.50%) Data Engineer
9 179 (3.40%) Project Manager
10 162 (3.08%) IT Support
11 157 (2.98%) Support Engineer
12 121 (2.30%) Data Analyst
13 114 (2.16%) IT Engineer
14 113 (2.15%) Administrator
15 111 (2.11%) Java Developer
16 108 (2.05%) Solutions Architect
17 96 (1.82%) Software Engineer
18 92 (1.75%) Network Engineer
19 88 (1.67%) Infrastructure Engineer
20 82 (1.56%) Support Analyst
Libraries, Frameworks & Software Standards
1 305 (5.79%) REST
2 158 (3.00%) .NET
3 151 (2.87%) Kafka
4 137 (2.60%) Spring
5 135 (2.56%) React
6 134 (2.54%) SOAP
7 131 (2.49%) RESTful
8 118 (2.24%) CSS
9 111 (2.11%) JSON
10 105 (1.99%) HTML
11 104 (1.97%) Middleware
12 102 (1.94%) Spring Boot
13 93 (1.77%) XML
14 92 (1.75%) Node.js
15 86 (1.63%) AngularJS
16 80 (1.52%) LDAP
17 73 (1.39%) PySpark
18 65 (1.23%) Web Services
19 56 (1.06%) OAuth
20 47 (0.89%) OpenTelemetry
Miscellaneous
1 259 (4.92%) Product Ownership
2 242 (4.59%) Onboarding
3 218 (4.14%) Cloud Native
4 208 (3.95%) Data Centre
5 179 (3.40%) Self-Motivation
6 146 (2.77%) Analytical Mindset
7 145 (2.75%) Management Information System
8 134 (2.54%) Legacy Systems
9 133 (2.52%) Distributed Systems
10 126 (2.39%) Enterprise Software
11 123 (2.33%) Data Protection Act
12 117 (2.22%) Virtual Team
13 106 (2.01%) Data Structures
14 73 (1.39%) Driving Licence
15 70 (1.33%) Algorithms
16 68 (1.29%) Security Posture
17 62 (1.18%) AI Agents
18 53 (1.01%) Foreign Exchange (FX)
19 51 (0.97%) Derivative
20 47 (0.89%) Mobile App
Operating Systems
1 641 (12.17%) Windows
2 282 (5.35%) Linux
3 121 (2.30%) Windows Server
4 115 (2.18%) Windows 10
5 104 (1.97%) Unix
6 86 (1.63%) Android
6 86 (1.63%) Mac OS
7 83 (1.58%) Apple iOS
8 44 (0.84%) Red Hat Enterprise Linux
9 23 (0.44%) Ubuntu
10 14 (0.27%) CentOS
11 13 (0.25%) VMS
11 13 (0.25%) Windows Server 2019
12 10 (0.19%) zOS
13 9 (0.17%) Windows 7
14 8 (0.15%) Mac OS X
15 6 (0.11%) Solaris
16 5 (0.095%) Debian
16 5 (0.095%) Windows Server 2012
17 4 (0.076%) HPUX
Processes & Methodologies
1 1,386 (26.31%) Agile
2 873 (16.57%) Continuous Improvement
3 864 (16.40%) CI/CD
4 811 (15.39%) Stakeholder Management
5 792 (15.03%) DevOps
6 621 (11.79%) AI
7 587 (11.14%) Decision-Making
8 575 (10.91%) Migration
9 564 (10.71%) Analytics
10 487 (9.24%) Stakeholder Engagement
11 483 (9.17%) Customer Service
12 446 (8.47%) ITIL
13 442 (8.39%) Data Modelling
14 433 (8.22%) Validation
15 418 (7.93%) Business Intelligence
16 412 (7.82%) Project Management
17 386 (7.33%) Test Automation
18 370 (7.02%) Scrum
19 348 (6.61%) Change Management
20 319 (6.06%) Roadmaps
Programming Languages
1 942 (17.88%) SQL
2 938 (17.81%) Python
3 419 (7.95%) Java
4 316 (6.00%) PowerShell
5 265 (5.03%) JavaScript
6 196 (3.72%) C#
7 131 (2.49%) TypeScript
8 108 (2.05%) Bash
9 85 (1.61%) PL/SQL
10 73 (1.39%) C++
11 51 (0.97%) Shell Script
12 46 (0.87%) Go
13 41 (0.78%) T-SQL
14 40 (0.76%) C
15 39 (0.74%) R
16 35 (0.66%) Perl
17 32 (0.61%) Apex Code
17 32 (0.61%) Data Analysis Expressions
18 31 (0.59%) Bicep
19 30 (0.57%) Scala
Qualifications
1 1,103 (20.94%) Security Cleared
2 755 (14.33%) SC Cleared
3 635 (12.05%) Degree
4 192 (3.64%) Computer Science Degree
4 192 (3.64%) DV Cleared
5 166 (3.15%) BPSS Clearance
6 141 (2.68%) Microsoft Certification
7 137 (2.60%) Cisco Certification
8 90 (1.71%) CISSP
9 82 (1.56%) PMP
10 77 (1.46%) A+ Certification
10 77 (1.46%) CCNA
11 76 (1.44%) PMI Certification
12 69 (1.31%) Azure Certification
12 69 (1.31%) Master's Degree
13 67 (1.27%) Network+ Certification
14 63 (1.20%) CISM
15 59 (1.12%) MCSE
16 41 (0.78%) AWS Certification
16 41 (0.78%) CCNP
Quality Assurance & Compliance
1 361 (6.85%) Data Quality
2 281 (5.33%) QA
3 148 (2.81%) GDPR
4 121 (2.30%) Accessibility
5 98 (1.86%) SLA
6 92 (1.75%) ISO/IEC 27001
7 80 (1.52%) PMO
8 76 (1.44%) NIST
9 56 (1.06%) GRC
10 27 (0.51%) Actionable Recommendations
11 26 (0.49%) WCAG
12 24 (0.46%) Sarbanes-Oxley
13 23 (0.44%) PCI DSS
14 18 (0.34%) ISO 20022
15 17 (0.32%) COBIT
16 16 (0.30%) NCSC
17 13 (0.25%) PSD2
18 12 (0.23%) Cyber Essentials
18 12 (0.23%) HL7
19 11 (0.21%) HIPAA
System Software
1 392 (7.44%) Active Directory
2 331 (6.28%) Docker
3 109 (2.07%) VMware Infrastructure
4 44 (0.84%) vSphere
5 40 (0.76%) VMware NSX
6 35 (0.66%) VMware ESXi
7 32 (0.61%) Hyper-V
8 27 (0.51%) Virtual Desktop
9 24 (0.46%) Virtual Machines
10 21 (0.40%) Firmware
11 19 (0.36%) vCloud
12 11 (0.21%) Squid
13 7 (0.13%) IAG
13 7 (0.13%) Oracle RAC
14 4 (0.076%) ACF2
14 4 (0.076%) Microsoft App-V
14 4 (0.076%) NFS
14 4 (0.076%) RACF
14 4 (0.076%) Snort
15 3 (0.057%) BitLocker
Systems Management
1 402 (7.63%) Kubernetes
2 287 (5.45%) Terraform
3 168 (3.19%) Ansible
4 135 (2.56%) Microsoft Intune
5 111 (2.11%) Grafana
6 96 (1.82%) Prometheus
7 81 (1.54%) SCCM
8 49 (0.93%) vCenter Server
9 44 (0.84%) FortiGate
10 40 (0.76%) 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
15 17 (0.32%) SCOM
16 15 (0.28%) Jamf Pro
17 14 (0.27%) Active Directory Federation Services
18 13 (0.25%) WSUS
Vendors
1 977 (18.55%) Microsoft
2 356 (6.76%) Oracle
3 310 (5.88%) SAP
4 288 (5.47%) ServiceNow
5 175 (3.32%) VMware
6 153 (2.90%) Google
7 139 (2.64%) Databricks
8 128 (2.43%) Splunk
9 122 (2.32%) Cisco
10 121 (2.30%) Salesforce
11 81 (1.54%) Dell
12 73 (1.39%) Workday
13 61 (1.16%) Adobe
14 60 (1.14%) CyberArk
15 55 (1.04%) Red Hat
16 54 (1.03%) BeyondTrust
17 51 (0.97%) Citrix
17 51 (0.97%) Dynatrace
18 47 (0.89%) MuleSoft
19 45 (0.85%) Palo Alto