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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 7 12 13
Rank change year-on-year +5 +1 +5
Permanent jobs citing Problem-Solving 12,710 10,401 27,602
As % of all permanent jobs advertised in the UK 14.06% 12.89% 15.75%
As % of the Processes & Methodologies category 17.18% 13.52% 16.34%
Number of salaries quoted 7,163 6,534 10,615
10th Percentile £26,250 £28,250 £29,000
25th Percentile £35,000 £38,750 £38,041
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +4.76%
75th Percentile £67,500 £76,250 £71,400
90th Percentile £84,964 £93,750 £87,500
UK excluding London median annual salary £45,000 £50,000 £47,375
% change year-on-year -10.00% +5.54% +1.88%

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 73,969 76,929 168,958
As % of all permanent jobs advertised in the UK 81.84% 95.34% 96.40%
Number of salaries quoted 48,628 50,249 85,709
10th Percentile £30,000 £33,750 £33,750
25th Percentile £40,000 £45,000 £44,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £73,750 £80,000 £80,000
90th Percentile £93,750 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +6.06%

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 26 July 2024.

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 26 July 2024. 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 +5 11,294 £50,000 -9.09% 3,092
UK excluding London +4 9,275 £45,000 -10.00% 2,763
Work from Home +1 3,679 £55,000 -8.33% 1,212
London +3 2,911 £65,000 -7.14% 680
North of England +6 2,448 £45,000 - 705
South East +6 2,275 £45,096 -12.18% 647
Midlands +4 1,598 £42,500 -11.46% 531
North West +6 1,269 £47,500 - 357
South West +10 1,201 £50,000 -0.93% 421
West Midlands +3 1,035 £45,000 -10.00% 320
Yorkshire +9 935 £45,000 +5.88% 247
East of England +6 747 £45,000 -10.00% 284
Scotland -14 699 £45,000 -5.38% 112
East Midlands +7 547 £40,000 -9.67% 210
North East +14 243 £40,000 -1.68% 118
Wales +3 186 £42,500 -3.48% 55
Northern Ireland +5 113 £42,500 -26.09% 128
Isle of Man -1 13 £37,000 +23.33% 5
Channel Islands - 2 £60,000 - 1

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
1 417 (3.28%) SharePoint
2 368 (2.90%) Microsoft Exchange
3 175 (1.38%) Apache
4 117 (0.92%) CMS
5 116 (0.91%) Confluence
6 114 (0.90%) Apache Spark
7 90 (0.71%) WordPress
8 74 (0.58%) IIS
9 49 (0.39%) SAS
10 37 (0.29%) Umbraco
11 31 (0.24%) OpenStack
12 25 (0.20%) Apache Airflow
13 24 (0.19%) WebLogic
14 18 (0.14%) FileNet
15 17 (0.13%) Cloud Foundry
16 16 (0.13%) ArcGIS
16 16 (0.13%) Jupyter
16 16 (0.13%) nginx
17 15 (0.12%) OpenEdge
18 14 (0.11%) Tomcat
Applications
1 1,114 (8.76%) Microsoft Office
2 856 (6.73%) Microsoft Excel
3 265 (2.08%) Microsoft PowerPoint
4 63 (0.50%) Microsoft Project
5 59 (0.46%) Simulink
5 59 (0.46%) Sketch
6 55 (0.43%) MS Visio
7 36 (0.28%) Spreadsheet
8 35 (0.28%) Photoshop
9 31 (0.24%) AutoCAD
10 21 (0.17%) Adobe XD
11 17 (0.13%) Trello
12 15 (0.12%) Adobe Creative Suite
13 12 (0.094%) Adobe Illustrator
13 12 (0.094%) Revit
14 11 (0.087%) InfoPath
15 10 (0.079%) Chatbot
15 10 (0.079%) SPSS
16 9 (0.071%) SOLIDWORKS
17 8 (0.063%) InDesign
Business Applications
1 123 (0.97%) Dynamics CRM
2 46 (0.36%) SAP S/4HANA
3 43 (0.34%) Magento
4 39 (0.31%) Shopify
5 38 (0.30%) NetSuite
6 36 (0.28%) Siebel CRM
7 29 (0.23%) Oracle Receivables
7 29 (0.23%) Ripple
8 22 (0.17%) Oracle Applications
9 21 (0.17%) iTrent
9 21 (0.17%) Teamcenter
10 20 (0.16%) Oracle General Ledger
11 19 (0.15%) Dynamics NAV
12 18 (0.14%) Oracle Payables
12 18 (0.14%) SDL Web 8
13 15 (0.12%) Salesforce CRM
13 15 (0.12%) SAP MM
14 14 (0.11%) Oracle Cash Management
14 14 (0.11%) Payment Gateway
14 14 (0.11%) SAP ERP
Cloud Services
1 2,145 (16.88%) Azure
2 1,680 (13.22%) AWS
3 1,156 (9.10%) Microsoft 365
4 706 (5.55%) Power Platform
5 687 (5.41%) GCP
6 419 (3.30%) SaaS
7 356 (2.80%) Azure DevOps
8 255 (2.01%) Dynamics 365
9 252 (1.98%) Entra ID
10 238 (1.87%) Serverless
11 222 (1.75%) Cloud Computing
12 211 (1.66%) GitHub
13 195 (1.53%) PowerApps
14 177 (1.39%) Amazon S3
15 174 (1.37%) Power Automate
16 128 (1.01%) AWS Lambda
17 91 (0.72%) IaaS
18 88 (0.69%) Figma
19 78 (0.61%) PaaS
20 77 (0.61%) Amazon EC2
Communications & Networking
1 643 (5.06%) Firewall
2 357 (2.81%) DNS
3 305 (2.40%) Network Security
4 296 (2.33%) WAN
5 281 (2.21%) TCP/IP
6 279 (2.20%) LAN
7 261 (2.05%) Internet
8 248 (1.95%) VPN
9 232 (1.83%) DHCP
10 215 (1.69%) Wireless
11 126 (0.99%) VLAN
12 122 (0.96%) Wi-Fi
13 109 (0.86%) SAN
14 93 (0.73%) WLAN
15 90 (0.71%) VoIP
16 75 (0.59%) IPsec
17 73 (0.57%) 5G
18 69 (0.54%) SNMP
19 65 (0.51%) SD-WAN
20 63 (0.50%) HTTP
Database & Business Intelligence
1 699 (5.50%) SQL Server
2 538 (4.23%) Power BI
3 412 (3.24%) Data Warehouse
4 389 (3.06%) Tableau
5 324 (2.55%) BigQuery
6 320 (2.52%) MySQL
7 314 (2.47%) Looker
8 267 (2.10%) Relational Database
9 265 (2.08%) NoSQL
10 201 (1.58%) PostgreSQL
11 176 (1.38%) MongoDB
12 170 (1.34%) Big Data
13 136 (1.07%) Amazon RDS
13 136 (1.07%) Elasticsearch
14 124 (0.98%) SQL Server Integration Services
15 103 (0.81%) SQL Server Reporting Services
16 85 (0.67%) DynamoDB
17 82 (0.65%) Azure SQL Database
18 73 (0.57%) Redis
19 72 (0.57%) Data Lake
Development Applications
1 760 (5.98%) Git
2 418 (3.29%) JIRA
3 264 (2.08%) Jenkins
4 148 (1.16%) GitLab
5 131 (1.03%) Visual Studio
6 72 (0.57%) Selenium
7 58 (0.46%) LabVIEW
8 54 (0.42%) Maven
9 53 (0.42%) TeamCity
10 52 (0.41%) Octopus Deploy
11 50 (0.39%) Postman
12 45 (0.35%) JUnit
13 37 (0.29%) JMeter
14 36 (0.28%) Cucumber
14 36 (0.28%) Team Foundation Server
15 35 (0.28%) Cypress.io
16 33 (0.26%) Bitbucket
17 31 (0.24%) SpecFlow
18 24 (0.19%) Moq
18 24 (0.19%) NUnit
General
1 6,649 (52.31%) Social Skills
2 4,088 (32.16%) Analytical Skills
3 2,609 (20.53%) Finance
4 1,366 (10.75%) Inclusion and Diversity
5 1,221 (9.61%) Retail
6 888 (6.99%) Presentation Skills
7 885 (6.96%) Marketing
8 715 (5.63%) Law
9 709 (5.58%) Organisational Skills
10 558 (4.39%) Legal
11 486 (3.82%) Manufacturing
12 435 (3.42%) Public Sector
13 369 (2.90%) Banking
14 352 (2.77%) Influencing Skills
15 277 (2.18%) Telecoms
16 254 (2.00%) Billing
17 217 (1.71%) Electronics
18 182 (1.43%) Investment Banking
19 147 (1.16%) Aerospace
19 147 (1.16%) Automotive
Job Titles
1 1,798 (14.15%) Analyst
2 1,734 (13.64%) Senior
3 1,655 (13.02%) Developer
4 1,034 (8.14%) Lead
5 752 (5.92%) Software Engineer
6 695 (5.47%) Architect
7 670 (5.27%) Consultant
8 511 (4.02%) IT Support
9 449 (3.53%) Support Engineer
10 364 (2.86%) Project Manager
11 335 (2.64%) Senior Developer
12 329 (2.59%) Business Analyst
13 326 (2.56%) IT Engineer
14 308 (2.42%) Data Analyst
15 291 (2.29%) Data Engineer
16 290 (2.28%) Infrastructure Engineer
17 269 (2.12%) Coordinator
18 249 (1.96%) IT Technician
19 247 (1.94%) Senior Analyst
20 241 (1.90%) Technical Consultant
Libraries, Frameworks & Software Standards
1 843 (6.63%) HTML
2 839 (6.60%) .NET
3 689 (5.42%) CSS
4 512 (4.03%) React
5 314 (2.47%) RESTful
6 291 (2.29%) AngularJS
7 271 (2.13%) Web Services
8 260 (2.05%) REST
9 228 (1.79%) Node.js
10 217 (1.71%) .NET Framework
11 216 (1.70%) ASP.NET
12 211 (1.66%) XML
13 208 (1.64%) Spring
14 187 (1.47%) JSON
15 184 (1.45%) .NET Core
16 180 (1.42%) Vue
17 159 (1.25%) HTML5
18 156 (1.23%) GraphQL
19 148 (1.16%) jQuery
20 142 (1.12%) SOAP
Miscellaneous
1 1,168 (9.19%) Self-Motivation
2 663 (5.22%) Management Information System
3 646 (5.08%) Onboarding
4 378 (2.97%) Product Ownership
5 365 (2.87%) Driving Licence
6 307 (2.42%) Cyberattack
7 270 (2.12%) Algorithms
8 247 (1.94%) Data Centre
9 193 (1.52%) Cloud Native
10 169 (1.33%) Data Structures
11 166 (1.31%) Analytical Mindset
12 153 (1.20%) Mobile App
13 137 (1.08%) Enterprise Software
14 133 (1.05%) IoT
15 130 (1.02%) Virtual Team
16 105 (0.83%) NHS
17 102 (0.80%) Cyber Threat
18 101 (0.79%) Greenfield Project
19 97 (0.76%) Client/Server
20 91 (0.72%) Blockchain
Operating Systems
1 1,729 (13.60%) Windows
2 857 (6.74%) Linux
3 521 (4.10%) Windows Server
4 371 (2.92%) Windows 10
5 189 (1.49%) Apple iOS
6 185 (1.46%) Android
7 143 (1.13%) Unix
8 119 (0.94%) Mac OS
9 114 (0.90%) Windows Server 2019
10 107 (0.84%) Windows Server 2012
11 90 (0.71%) Windows Server 2016
12 62 (0.49%) Windows 7
13 55 (0.43%) Data ONTAP
14 53 (0.42%) Ubuntu
15 49 (0.39%) Red Hat Enterprise Linux
16 45 (0.35%) VMS
17 38 (0.30%) Embedded Linux
18 35 (0.28%) AIX
18 35 (0.28%) CentOS
19 28 (0.22%) Windows Server 2008
Processes & Methodologies
1 2,909 (22.89%) Agile
2 1,935 (15.22%) Mentoring
3 1,587 (12.49%) Computer Science
4 1,580 (12.43%) Customer Service
5 1,568 (12.34%) Project Management
6 1,461 (11.49%) Software Engineering
7 1,423 (11.20%) Continuous Improvement
8 1,302 (10.24%) DevOps
9 1,213 (9.54%) Decision-Making
10 978 (7.69%) Analytics
11 954 (7.51%) Mathematics
12 911 (7.17%) Data Analysis
13 906 (7.13%) User Experience
14 901 (7.09%) Coaching
15 879 (6.92%) ITIL
16 838 (6.59%) CI/CD
17 789 (6.21%) Collaborative Working
18 730 (5.74%) Data Engineering
19 716 (5.63%) Change Management
20 700 (5.51%) Business Intelligence
Programming Languages
1 2,064 (16.24%) SQL
2 1,568 (12.34%) Python
3 1,111 (8.74%) JavaScript
4 1,028 (8.09%) C#
5 897 (7.06%) Java
6 428 (3.37%) C++
7 391 (3.08%) PowerShell
8 337 (2.65%) C
9 318 (2.50%) TypeScript
10 270 (2.12%) PHP
11 231 (1.82%) Bash
12 157 (1.24%) T-SQL
13 123 (0.97%) MATLAB
14 118 (0.93%) Scala
15 116 (0.91%) R
16 105 (0.83%) PL/SQL
17 77 (0.61%) Kotlin
17 77 (0.61%) Perl
18 74 (0.58%) VB
19 62 (0.49%) Go
Qualifications
1 3,886 (30.57%) Degree
2 1,019 (8.02%) Computer Science Degree
3 894 (7.03%) Security Cleared
4 505 (3.97%) SC Cleared
5 448 (3.52%) DBS Check
6 404 (3.18%) Master's Degree
7 402 (3.16%) Microsoft Certification
8 315 (2.48%) HNC
9 221 (1.74%) Cisco Certification
10 202 (1.59%) CISSP
11 179 (1.41%) DV Cleared
12 176 (1.38%) ACCA
13 162 (1.27%) CCNA
14 151 (1.19%) Azure Certification
14 151 (1.19%) CCNP
15 145 (1.14%) BPSS Clearance
16 143 (1.13%) MCP
17 125 (0.98%) A+ Certification
17 125 (0.98%) MCSE
18 123 (0.97%) PMI Certification
Quality Assurance & Compliance
1 670 (5.27%) QA
2 506 (3.98%) GDPR
3 401 (3.15%) SLA
4 369 (2.90%) Data Quality
5 229 (1.80%) ISO/IEC 27001
6 222 (1.75%) Accessibility
7 156 (1.23%) IFRS
8 147 (1.16%) GAAP
9 132 (1.04%) PMO
10 108 (0.85%) NIST
11 105 (0.83%) Cyber Essentials
12 75 (0.59%) ISO 9001
13 59 (0.46%) WCAG
14 58 (0.46%) PCI DSS
15 43 (0.34%) Sarbanes-Oxley
16 37 (0.29%) HIPAA
17 36 (0.28%) SOC 2
18 31 (0.24%) NCSC
19 28 (0.22%) GRC
20 24 (0.19%) Good Clinical Practice
System Software
1 904 (7.11%) Active Directory
2 496 (3.90%) Docker
3 389 (3.06%) VMware Infrastructure
4 226 (1.78%) Hyper-V
5 116 (0.91%) Firmware
6 104 (0.82%) Virtual Machines
7 66 (0.52%) VMware ESXi
8 51 (0.40%) Virtual Desktop
9 47 (0.37%) vSphere
10 26 (0.20%) Virtual Servers
11 24 (0.19%) Embedded Firmware
12 13 (0.10%) Terminal Services
13 12 (0.094%) KVM
13 12 (0.094%) Slurm Workload Manager
14 9 (0.071%) VMware NSX
14 9 (0.071%) XenDesktop
15 8 (0.063%) Lustre
15 8 (0.063%) Microsoft Virtual Server
15 8 (0.063%) NFS
15 8 (0.063%) XenApp
Systems Management
1 485 (3.82%) Kubernetes
2 344 (2.71%) Terraform
3 222 (1.75%) Ansible
4 181 (1.42%) Microsoft Intune
5 131 (1.03%) SCCM
6 100 (0.79%) Prometheus
7 75 (0.59%) vCenter Server
8 64 (0.50%) Grafana
9 56 (0.44%) Puppet
10 39 (0.31%) Single Sign-On
11 27 (0.21%) SCOM
11 27 (0.21%) WSUS
12 23 (0.18%) FortiGate
13 22 (0.17%) Progress Chef
14 21 (0.17%) ZABBIX
15 18 (0.14%) Failover Clustering
15 18 (0.14%) Jamf Pro
15 18 (0.14%) Microsoft Clustering
16 16 (0.13%) Active Directory Federation Services
16 16 (0.13%) CASB
Vendors
1 2,962 (23.30%) Microsoft
2 686 (5.40%) Google
3 528 (4.15%) VMware
4 477 (3.75%) Oracle
5 341 (2.68%) SAP
6 331 (2.60%) Cisco
7 268 (2.11%) Databricks
8 212 (1.67%) Salesforce
9 153 (1.20%) CA
10 150 (1.18%) ServiceNow
11 125 (0.98%) IBM
12 124 (0.98%) Adobe
12 124 (0.98%) Red Hat
13 114 (0.90%) Veeam
14 102 (0.80%) Apple
15 91 (0.72%) Palo Alto
16 89 (0.70%) Citrix
17 83 (0.65%) Dell
18 82 (0.65%) NetApp
19 78 (0.61%) Juniper