Problem-Solving Jobs

Problem Solving
UK

The table below provides summary statistics for permanent job vacancies requiring Problem-Solving skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Problem-Solving over the 6 months leading up to 8 May 2025, comparing them to the same period in the previous two years.

6 months to
8 May 2025
Same period 2024 Same period 2023
Rank 4 7 13
Rank change year-on-year +3 +6 +3
Permanent jobs citing Problem-Solving 10,005 14,800 13,546
As % of all permanent jobs advertised in the UK 18.53% 14.97% 13.19%
As % of the Processes & Methodologies category 19.75% 17.46% 13.79%
Number of salaries quoted 5,571 9,446 6,832
10th Percentile £25,750 £26,250 £29,750
25th Percentile £33,063 £33,474 £40,000
Median annual salary (50th Percentile) £50,000 £50,000 £55,000
Median % change year-on-year - -9.09% -
75th Percentile £70,000 £67,500 £76,250
90th Percentile £87,500 £85,000 £95,000
UK excluding London median annual salary £44,700 £45,000 £50,000
% change year-on-year -0.67% -10.00% +6.38%

All Process and 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 permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 50,654 84,747 98,202
As % of all permanent jobs advertised in the UK 93.80% 85.73% 95.63%
Number of salaries quoted 26,617 59,812 57,648
10th Percentile £30,000 £29,000 £34,000
25th Percentile £42,500 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,180
Median % change year-on-year +4.55% -10.10% +1.97%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £98,474 £92,500 £100,000
UK excluding London median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +4.76%

Problem-Solving
Job Vacancy Trend

Job postings citing Problem-Solving as a proportion of all IT jobs advertised.

Job vacancy trend for Problem-Solving in the UK

Problem-Solving
Salary Trend

3-month moving average salary quoted in jobs citing Problem-Solving.

Salary trend for Problem-Solving in the UK

Problem-Solving
Salary Histogram

Salary distribution for jobs citing Problem-Solving over the 6 months to 8 May 2025.

Salary histogram for Problem-Solving in the UK

Problem-Solving
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the UK over the 6 months to 8 May 2025. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +2 8,861 £50,055 +0.11% 11,204
UK excluding London +1 6,786 £44,700 -0.67% 7,556
Work from Home +7 3,939 £50,000 -9.09% 6,213
London +6 2,480 £65,000 -7.14% 5,115
North of England 0 1,955 £43,500 -3.33% 1,784
South East +1 1,571 £50,000 +11.11% 2,506
Midlands -2 1,172 £45,000 +7.14% 1,249
North West -2 1,000 £47,500 +5.56% 966
West Midlands -2 752 £48,000 +12.94% 688
South West +4 706 £40,000 -15.79% 799
East of England 0 672 £44,250 +4.12% 798
Yorkshire +2 644 £40,000 -8.23% 598
East Midlands -2 419 £40,000 +6.67% 512
Scotland +11 363 £45,635 +0.20% 400
Wales +5 332 £25,087 -38.91% 162
North East +8 311 £34,000 -24.44% 242
Northern Ireland -3 35 £55,000 +13.40% 133
Channel Islands - 5 £80,000 - 2
Isle of Man -1 3 £38,000 -15.56% 8

Problem-Solving
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 278 (2.78%) SharePoint
2 212 (2.12%) Microsoft Exchange
3 107 (1.07%) CMS
4 88 (0.88%) Confluence
5 73 (0.73%) Apache Spark
6 66 (0.66%) Apache
7 51 (0.51%) IIS
8 44 (0.44%) OpenEdge
9 37 (0.37%) WordPress
10 35 (0.35%) SAS
11 32 (0.32%) IBM Domino
12 30 (0.30%) Umbraco
13 29 (0.29%) nginx
14 26 (0.26%) Apache Airflow
15 23 (0.23%) Jupyter
15 23 (0.23%) Tomcat
16 12 (0.12%) Apache Solr
17 11 (0.11%) Drupal
18 8 (0.080%) Headless CMS
19 7 (0.070%) Adobe Experience Manager
Applications
1 413 (4.13%) Microsoft Office
2 366 (3.66%) Microsoft Excel
3 233 (2.33%) Simulink
4 89 (0.89%) Microsoft PowerPoint
5 82 (0.82%) Mathcad
6 61 (0.61%) Microsoft Project
7 56 (0.56%) MS Visio
8 41 (0.41%) Trello
9 33 (0.33%) Photoshop
10 24 (0.24%) Maya
11 23 (0.23%) Spreadsheet
12 17 (0.17%) Adobe XD
12 17 (0.17%) Chatbot
13 15 (0.15%) Adobe Creative Suite
13 15 (0.15%) Adobe Premiere
14 13 (0.13%) Adobe After Effects
14 13 (0.13%) InDesign
14 13 (0.13%) Sketch
15 12 (0.12%) Adobe Illustrator
16 10 (0.100%) AutoCAD
Business Applications
1 152 (1.52%) NetSuite
2 145 (1.45%) Teamcenter
3 108 (1.08%) Dynamics CRM
4 68 (0.68%) SAP S/4HANA
5 56 (0.56%) Shopify
6 35 (0.35%) Dynamics NAV
7 28 (0.28%) Oracle EBS
8 22 (0.22%) Salesforce CRM
9 14 (0.14%) Oracle Applications
10 9 (0.090%) Dynamics AX
10 9 (0.090%) Endur
10 9 (0.090%) Primavera
10 9 (0.090%) Remedy ITSM
10 9 (0.090%) SAP ERP
11 8 (0.080%) Dynamics GP
11 8 (0.080%) SAP Business One
12 7 (0.070%) Adobe Campaign
12 7 (0.070%) iTrent
12 7 (0.070%) Magento
12 7 (0.070%) SAP SD
Cloud Services
1 1,561 (15.60%) Azure
2 1,014 (10.13%) AWS
3 824 (8.24%) Microsoft 365
4 631 (6.31%) Power Platform
5 410 (4.10%) SaaS
6 306 (3.06%) GCP
7 208 (2.08%) Azure DevOps
8 191 (1.91%) Dynamics 365
9 167 (1.67%) Entra ID
10 148 (1.48%) GitHub
11 139 (1.39%) Serverless
12 128 (1.28%) Power Automate
13 119 (1.19%) Azure Data Factory
14 97 (0.97%) OneDrive
15 94 (0.94%) PowerApps
16 91 (0.91%) Cloud Computing
17 75 (0.75%) PaaS
18 66 (0.66%) AWS Lambda
18 66 (0.66%) Snowflake
19 60 (0.60%) Google Analytics
Communications & Networking
1 1,223 (12.22%) Broadband
2 435 (4.35%) Firewall
3 288 (2.88%) VPN
4 266 (2.66%) Network Security
5 245 (2.45%) TCP/IP
6 242 (2.42%) DNS
7 191 (1.91%) WAN
8 154 (1.54%) LAN
9 153 (1.53%) Internet
10 151 (1.51%) DHCP
11 124 (1.24%) Wi-Fi
12 107 (1.07%) WLAN
13 103 (1.03%) VLAN
14 86 (0.86%) VoIP
15 72 (0.72%) SAN
16 71 (0.71%) Wireless
17 67 (0.67%) SD-WAN
18 62 (0.62%) Intrusion Detection
19 47 (0.47%) MPLS
20 46 (0.46%) Intranet
Database & Business Intelligence
1 526 (5.26%) Power BI
2 491 (4.91%) SQL Server
3 232 (2.32%) PostgreSQL
4 189 (1.89%) Data Warehouse
5 185 (1.85%) MySQL
6 183 (1.83%) Tableau
7 143 (1.43%) Relational Database
8 134 (1.34%) NoSQL
9 118 (1.18%) Power Query
10 107 (1.07%) Big Data
11 104 (1.04%) GIS
12 102 (1.02%) MongoDB
13 101 (1.01%) Geospatial Data
14 84 (0.84%) SQL Server Reporting Services
15 82 (0.82%) Data Lake
16 70 (0.70%) SQL Server Integration Services
17 68 (0.68%) Metadata
18 63 (0.63%) Elasticsearch
19 50 (0.50%) Azure SQL Database
20 48 (0.48%) Redis
Development Applications
1 405 (4.05%) Git
2 325 (3.25%) JIRA
3 153 (1.53%) Rational DOORS
4 139 (1.39%) Jenkins
5 82 (0.82%) Cucumber
6 68 (0.68%) Robot Framework
7 62 (0.62%) Visual Studio
8 60 (0.60%) GitLab
9 49 (0.49%) Octopus Deploy
9 49 (0.49%) Selenium
10 47 (0.47%) Postman
11 40 (0.40%) JUnit
12 31 (0.31%) Team Foundation Server
13 27 (0.27%) Maven
14 26 (0.26%) Cypress.io
15 25 (0.25%) MSBuild
16 23 (0.23%) Bitbucket
16 23 (0.23%) SonarQube
17 22 (0.22%) Gradle
17 22 (0.22%) Subversion
General
1 5,409 (54.06%) Social Skills
2 2,668 (26.67%) Analytical Skills
3 1,925 (19.24%) Finance
4 1,006 (10.05%) Banking
5 855 (8.55%) Games
6 771 (7.71%) Retail
7 766 (7.66%) Manufacturing
8 560 (5.60%) Electronics
9 526 (5.26%) Marketing
10 515 (5.15%) Presentation Skills
11 487 (4.87%) Inclusion and Diversity
12 455 (4.55%) Law
13 364 (3.64%) Organisational Skills
14 347 (3.47%) Telecoms
15 277 (2.77%) Legal
16 230 (2.30%) Public Sector
17 195 (1.95%) Influencing Skills
18 185 (1.85%) Aerospace
19 105 (1.05%) Dutch Language
20 98 (0.98%) Finnish Language
Job Titles
1 1,268 (12.67%) Senior
2 1,069 (10.68%) Analyst
3 967 (9.67%) Developer
4 898 (8.98%) Lead
5 730 (7.30%) IT Support
6 650 (6.50%) Customer Service Advisor
7 471 (4.71%) Support Engineer
8 397 (3.97%) Systems Engineer
9 300 (3.00%) Trainer
10 287 (2.87%) Consultant
11 276 (2.76%) IT Engineer
12 272 (2.72%) Junior
13 271 (2.71%) Architect
14 236 (2.36%) Software Engineer
15 233 (2.33%) Support Analyst
16 213 (2.13%) IT Support Engineer
17 201 (2.01%) Project Manager
18 200 (2.00%) Development Manager
19 197 (1.97%) IT Manager
19 197 (1.97%) Technical Support
Libraries, Frameworks & Software Standards
1 454 (4.54%) .NET
2 394 (3.94%) HTML
3 342 (3.42%) CSS
4 323 (3.23%) React
5 249 (2.49%) REST
6 202 (2.02%) RESTful
7 159 (1.59%) Node.js
8 154 (1.54%) AngularJS
9 138 (1.38%) XML
10 137 (1.37%) ASP.NET
11 120 (1.20%) .NET Framework
12 118 (1.18%) JSON
13 114 (1.14%) SOAP
14 100 (1.00%) Kafka
15 96 (0.96%) Web Services
16 94 (0.94%) .NET Core
17 92 (0.92%) HTML5
18 85 (0.85%) Spring
19 75 (0.75%) Middleware
20 74 (0.74%) Spring Boot
Miscellaneous
1 419 (4.19%) Self-Motivation
2 364 (3.64%) Management Information System
3 350 (3.50%) Robotics
4 310 (3.10%) Algorithms
5 299 (2.99%) Enterprise Software
6 251 (2.51%) Driving Licence
7 190 (1.90%) Onboarding
8 174 (1.74%) Analytical Mindset
9 169 (1.69%) Product Ownership
10 137 (1.37%) Data Centre
11 134 (1.34%) Legacy Systems
12 129 (1.29%) FMCG
13 122 (1.22%) Mobile App
14 115 (1.15%) Cloud Native
15 102 (1.02%) Social Media
16 97 (0.97%) IoT
17 83 (0.83%) Linux Command Line
18 80 (0.80%) Data Structures
19 78 (0.78%) Security Posture
20 77 (0.77%) Virtual Team
Operating Systems
1 1,432 (14.31%) Windows
2 603 (6.03%) Linux
3 339 (3.39%) Windows Server
4 188 (1.88%) Windows 10
5 130 (1.30%) Android
6 115 (1.15%) Unix
7 112 (1.12%) Mac OS
8 105 (1.05%) Apple iOS
9 46 (0.46%) Windows Vista
10 36 (0.36%) Windows Server 2016
11 35 (0.35%) Windows 7
12 33 (0.33%) Red Hat Enterprise Linux
13 19 (0.19%) Windows Server 2019
14 16 (0.16%) Mac OS X
14 16 (0.16%) Windows Server 2012
15 10 (0.100%) CentOS
16 9 (0.090%) Windows Server 2008
17 6 (0.060%) Ubuntu
18 5 (0.050%) Solaris
18 5 (0.050%) zOS
Processes & Methodologies
1 1,553 (15.52%) Mentoring
2 1,545 (15.44%) Computer Science
3 1,485 (14.84%) Customer Service
4 1,414 (14.13%) Agile
5 1,288 (12.87%) Continuous Improvement
6 1,165 (11.64%) Project Management
7 1,106 (11.05%) Roadmaps
8 840 (8.40%) Artificial Intelligence
9 813 (8.13%) Analytics
10 812 (8.12%) Decision-Making
11 792 (7.92%) DevOps
12 725 (7.25%) Product Management
13 717 (7.17%) Mathematics
14 706 (7.06%) High Availability
15 699 (6.99%) ITIL
16 680 (6.80%) Software Engineering
17 649 (6.49%) Business Intelligence
18 645 (6.45%) Collaborative Working
19 617 (6.17%) Machine Learning
20 592 (5.92%) CI/CD
Programming Languages
1 1,382 (13.81%) SQL
2 1,064 (10.63%) Python
3 697 (6.97%) JavaScript
4 611 (6.11%) C#
5 531 (5.31%) Java
6 357 (3.57%) PowerShell
7 255 (2.55%) MATLAB
8 242 (2.42%) TypeScript
9 186 (1.86%) Bash
10 179 (1.79%) C++
11 146 (1.46%) PHP
12 108 (1.08%) C
13 101 (1.01%) T-SQL
14 55 (0.55%) PL/SQL
15 50 (0.50%) R
16 46 (0.46%) Shell Script
17 44 (0.44%) Scala
18 43 (0.43%) Go
19 42 (0.42%) Kotlin
20 35 (0.35%) Data Analysis Expressions
Qualifications
1 3,068 (30.66%) Degree
2 1,119 (11.18%) Computer Science Degree
3 541 (5.41%) BPSS Clearance
4 368 (3.68%) Security Cleared
5 360 (3.60%) Microsoft Certification
6 345 (3.45%) Master's Degree
7 244 (2.44%) DBS Check
8 237 (2.37%) Cisco Certification
9 191 (1.91%) CCNA
10 174 (1.74%) SC Cleared
11 172 (1.72%) PMI Certification
12 157 (1.57%) CCNP
13 155 (1.55%) PMP
14 154 (1.54%) DV Cleared
15 140 (1.40%) Azure Certification
16 136 (1.36%) CISSP
16 136 (1.36%) MCP
17 130 (1.30%) MCSE
18 118 (1.18%) CBAP
19 95 (0.95%) NVQ Level 3
Quality Assurance & Compliance
1 553 (5.53%) QA
2 252 (2.52%) GDPR
3 217 (2.17%) Data Quality
4 188 (1.88%) ISO/IEC 27001
5 178 (1.78%) SLA
6 146 (1.46%) Accessibility
7 106 (1.06%) NIST
8 82 (0.82%) ISO/IEC 15288
9 69 (0.69%) Cyber Essentials
10 58 (0.58%) PMO
11 40 (0.40%) Cyber Essentials PLUS
12 39 (0.39%) PCI DSS
12 39 (0.39%) SOC 2
13 35 (0.35%) ISO 9001
14 32 (0.32%) Sarbanes-Oxley
15 29 (0.29%) HIPAA
16 27 (0.27%) GRC
17 25 (0.25%) Actionable Recommendations
18 23 (0.23%) COBIT
19 22 (0.22%) WCAG
System Software
1 600 (6.00%) Active Directory
2 367 (3.67%) Docker
3 213 (2.13%) VMware Infrastructure
4 131 (1.31%) Hyper-V
5 80 (0.80%) Firmware
6 54 (0.54%) Virtual Desktop
7 45 (0.45%) Virtual Machines
7 45 (0.45%) VMware ESXi
8 35 (0.35%) vSphere
9 16 (0.16%) Embedded Firmware
10 13 (0.13%) Virtual Servers
11 10 (0.100%) XenApp
12 9 (0.090%) VMware NSX
13 8 (0.080%) HDFS
14 7 (0.070%) Citrix Hypervisor
15 5 (0.050%) Postfix
16 4 (0.040%) BitLocker
16 4 (0.040%) LXC
16 4 (0.040%) Terminal Services
17 3 (0.030%) Dovecot
Systems Management
1 384 (3.84%) Kubernetes
2 258 (2.58%) Terraform
3 163 (1.63%) Microsoft Intune
4 102 (1.02%) Ansible
5 50 (0.50%) SCCM
6 46 (0.46%) Grafana
6 46 (0.46%) Prometheus
7 30 (0.30%) Nagios
7 30 (0.30%) Single Sign-On
8 19 (0.19%) Puppet
9 15 (0.15%) Progress Chef
9 15 (0.15%) QRadar
10 14 (0.14%) PaperCut
11 13 (0.13%) Active Directory Federation Services
11 13 (0.13%) Argo
12 12 (0.12%) SCOM
13 11 (0.11%) Nessus
14 10 (0.100%) CASB
14 10 (0.100%) Kustomize
14 10 (0.100%) vCenter Server
Vendors
1 1,880 (18.79%) Microsoft
2 724 (7.24%) BT
3 631 (6.31%) Google
4 465 (4.65%) Databricks
5 416 (4.16%) Adobe
6 344 (3.44%) Cisco
7 308 (3.08%) SAP
8 307 (3.07%) VMware
9 264 (2.64%) Oracle
10 227 (2.27%) Salesforce
11 208 (2.08%) IBM
12 166 (1.66%) ServiceNow
13 82 (0.82%) MathWorks
14 75 (0.75%) Apple
15 71 (0.71%) YouTube
16 70 (0.70%) Citrix
17 67 (0.67%) Meraki
18 58 (0.58%) Dell
19 56 (0.56%) Veeam
20 51 (0.51%) HP