Problem Solving
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 7 13 16
Rank change year-on-year +6 +3 +2
Permanent jobs citing Problem-Solving 14,754 13,706 22,384
As % of all permanent jobs advertised in the UK 14.96% 13.21% 14.30%
As % of the Processes & Methodologies category 17.41% 13.81% 14.96%
Number of salaries quoted 9,463 6,920 9,805
10th Percentile £26,250 £29,750 £29,500
25th Percentile £33,500 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £67,500 £76,316 £72,399
90th Percentile £85,000 £95,000 £90,000
UK excluding London median annual salary £45,000 £50,000 £46,750
% change year-on-year -10.00% +6.95% +3.89%

All Process and Methodology Skills
UK

Problem-Solving is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,746 99,225 149,638
As % of all permanent jobs advertised in the UK 85.94% 95.61% 95.61%
Number of salaries quoted 59,834 58,281 83,297
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,750 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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 3 May 2024.

Salary histogram for Problem-Solving in the UK

Problem-Solving
Top 18 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 3 May 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 +7 12,851 £50,000 -9.09% 5,178
UK excluding London +5 10,910 £45,000 -10.00% 3,929
Work from Home +5 4,772 £55,000 -8.33% 1,870
London +3 3,255 £70,000 - 1,483
South East +4 2,836 £45,000 -14.29% 919
North of England +9 2,467 £45,000 - 991
Midlands +3 1,792 £42,000 -15.77% 745
South West +8 1,358 £47,500 -5.00% 528
North West +9 1,297 £45,000 -5.26% 543
West Midlands +5 1,147 £42,500 -15.00% 442
East of England +5 1,027 £42,500 -10.53% 478
Scotland -5 947 £45,543 -17.19% 253
Yorkshire +5 919 £43,586 -3.14% 337
East Midlands +7 625 £37,500 -16.67% 303
Wales +7 322 £41,067 +6.00% 118
North East +14 250 £45,000 +5.88% 126
Northern Ireland +19 146 £49,500 -1.00% 59
Isle of Man +3 21 £45,000 +50.00% 6

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
1 503 (3.41%) SharePoint
2 436 (2.96%) Microsoft Exchange
3 227 (1.54%) Apache
4 217 (1.47%) Apache Spark
5 178 (1.21%) Confluence
6 146 (0.99%) CMS
7 140 (0.95%) IIS
8 120 (0.81%) WordPress
9 53 (0.36%) SAS
10 44 (0.30%) WebLogic
11 34 (0.23%) JBoss
12 32 (0.22%) nginx
12 32 (0.22%) OpenStack
13 28 (0.19%) Red Hat Fuse
14 27 (0.18%) Apache Airflow
14 27 (0.18%) Umbraco
15 25 (0.17%) OpenEdge
16 19 (0.13%) Drupal
17 18 (0.12%) FileNet
18 17 (0.12%) Cloud Foundry
Applications
1 1,301 (8.82%) Microsoft Office
2 975 (6.61%) Microsoft Excel
3 321 (2.18%) Microsoft PowerPoint
4 81 (0.55%) Spreadsheet
5 72 (0.49%) Sketch
6 67 (0.45%) Microsoft Project
7 59 (0.40%) MS Visio
8 46 (0.31%) Photoshop
9 45 (0.31%) AutoCAD
10 36 (0.24%) Simulink
11 29 (0.20%) Adobe Creative Suite
11 29 (0.20%) Trello
12 23 (0.16%) Adobe XD
13 22 (0.15%) Adobe Illustrator
13 22 (0.15%) InDesign
14 18 (0.12%) SOLIDWORKS
15 13 (0.088%) SPSS
16 12 (0.081%) Chatbot
17 10 (0.068%) InVision
18 9 (0.061%) Revit
Business Applications
1 139 (0.94%) Dynamics CRM
2 56 (0.38%) NetSuite
3 54 (0.37%) Shopify
4 46 (0.31%) SAP S/4HANA
5 40 (0.27%) Magento
6 39 (0.26%) Siebel CRM
7 22 (0.15%) Dynamics NAV
8 20 (0.14%) SAP ERP
9 19 (0.13%) Oracle Applications
10 18 (0.12%) Endur
11 17 (0.12%) iTrent
11 17 (0.12%) Salesforce CRM
12 14 (0.095%) SDL Web 8
12 14 (0.095%) Teamcenter
13 13 (0.088%) Infor SunSystems
13 13 (0.088%) SAP Business One
13 13 (0.088%) SAP CX
13 13 (0.088%) Unit4 Business World
14 12 (0.081%) Payment Gateway
15 11 (0.075%) Sage 50
Cloud Services
1 2,573 (17.44%) Azure
2 1,979 (13.41%) AWS
3 1,463 (9.92%) Microsoft 365
4 785 (5.32%) Power Platform
5 779 (5.28%) GCP
6 539 (3.65%) SaaS
7 382 (2.59%) Azure DevOps
8 336 (2.28%) Serverless
9 302 (2.05%) Entra ID
10 286 (1.94%) Cloud Computing
11 262 (1.78%) Dynamics 365
12 239 (1.62%) Amazon S3
13 214 (1.45%) GitHub
14 186 (1.26%) AWS Lambda
15 183 (1.24%) Power Automate
15 183 (1.24%) PowerApps
16 120 (0.81%) IaaS
17 115 (0.78%) Snowflake
18 102 (0.69%) Amazon EC2
19 100 (0.68%) Figma
Communications & Networking
1 843 (5.71%) Firewall
2 447 (3.03%) DNS
3 401 (2.72%) WAN
4 332 (2.25%) LAN
5 313 (2.12%) DHCP
6 305 (2.07%) TCP/IP
7 280 (1.90%) VPN
8 270 (1.83%) Network Security
9 264 (1.79%) Wireless
10 228 (1.55%) Internet
11 194 (1.31%) Wi-Fi
12 160 (1.08%) VoIP
13 138 (0.94%) SAN
14 130 (0.88%) VLAN
15 83 (0.56%) SD-WAN
16 80 (0.54%) Intrusion Detection
17 78 (0.53%) 5G
18 77 (0.52%) SNMP
19 76 (0.52%) Broadband
20 70 (0.47%) IPsec
Database & Business Intelligence
1 923 (6.26%) SQL Server
2 634 (4.30%) Power BI
3 451 (3.06%) MySQL
4 449 (3.04%) Data Warehouse
5 374 (2.53%) BigQuery
6 373 (2.53%) Looker
7 349 (2.37%) Relational Database
8 346 (2.35%) Tableau
9 342 (2.32%) NoSQL
10 263 (1.78%) PostgreSQL
11 241 (1.63%) Big Data
12 228 (1.55%) Elasticsearch
12 228 (1.55%) MongoDB
13 151 (1.02%) Amazon RDS
14 134 (0.91%) SQL Server Reporting Services
15 133 (0.90%) SQL Server Integration Services
16 125 (0.85%) Redis
17 118 (0.80%) RDBMS
18 113 (0.77%) Hadoop
19 105 (0.71%) Data Lake
Development Applications
1 861 (5.84%) Git
2 540 (3.66%) JIRA
3 340 (2.30%) Jenkins
4 184 (1.25%) GitLab
5 115 (0.78%) Visual Studio
6 72 (0.49%) Selenium
7 71 (0.48%) TeamCity
8 62 (0.42%) LabVIEW
9 55 (0.37%) JUnit
10 54 (0.37%) Team Foundation Server
11 51 (0.35%) Bitbucket
12 48 (0.33%) Maven
12 48 (0.33%) Postman
13 45 (0.31%) Cucumber
14 44 (0.30%) IntelliJ
15 38 (0.26%) Octopus Deploy
16 37 (0.25%) Subversion
17 36 (0.24%) JDeveloper
18 35 (0.24%) Cypress.io
19 33 (0.22%) JMeter
General
1 7,618 (51.63%) Social Skills
2 4,822 (32.68%) Analytical Skills
3 3,072 (20.82%) Finance
4 1,433 (9.71%) Inclusion and Diversity
5 1,055 (7.15%) Retail
6 1,004 (6.80%) Law
7 976 (6.62%) Marketing
8 827 (5.61%) Organisational Skills
9 744 (5.04%) Presentation Skills
10 704 (4.77%) Manufacturing
11 693 (4.70%) Legal
12 549 (3.72%) Influencing Skills
13 519 (3.52%) Public Sector
14 424 (2.87%) Banking
15 354 (2.40%) Telecoms
16 245 (1.66%) Electronics
17 243 (1.65%) Billing
18 200 (1.36%) Games
19 194 (1.31%) Aerospace
20 189 (1.28%) Investment Banking
Job Titles
1 2,103 (14.25%) Analyst
2 2,063 (13.98%) Senior
3 1,954 (13.24%) Developer
4 1,138 (7.71%) Lead
5 1,012 (6.86%) Software Engineer
6 758 (5.14%) Architect
7 631 (4.28%) IT Support
8 553 (3.75%) Consultant
9 539 (3.65%) Support Engineer
10 492 (3.33%) Project Manager
11 453 (3.07%) Senior Developer
12 450 (3.05%) IT Engineer
13 438 (2.97%) Business Analyst
14 406 (2.75%) Data Engineer
15 362 (2.45%) Graduate
16 333 (2.26%) Senior Software Engineer
17 329 (2.23%) Support Analyst
18 320 (2.17%) Infrastructure Engineer
19 316 (2.14%) Software Developer
20 312 (2.11%) Administrator
Libraries, Frameworks & Software Standards
1 935 (6.34%) .NET
2 839 (5.69%) HTML
3 740 (5.02%) CSS
4 717 (4.86%) React
5 438 (2.97%) AngularJS
6 419 (2.84%) Node.js
7 354 (2.40%) RESTful
8 319 (2.16%) Spring
9 310 (2.10%) REST
10 260 (1.76%) Web Services
11 246 (1.67%) ASP.NET
12 234 (1.59%) Vue
13 232 (1.57%) .NET Framework
14 226 (1.53%) JSON
15 213 (1.44%) .NET Core
16 179 (1.21%) XML
17 178 (1.21%) GraphQL
18 160 (1.08%) HTML5
18 160 (1.08%) Kafka
19 155 (1.05%) SOAP
Miscellaneous
1 1,345 (9.12%) Self-Motivation
2 770 (5.22%) Management Information System
3 505 (3.42%) Algorithms
4 490 (3.32%) Product Ownership
5 453 (3.07%) Driving Licence
6 398 (2.70%) Onboarding
7 280 (1.90%) Data Centre
8 273 (1.85%) Data Structures
9 229 (1.55%) Cloud Native
10 219 (1.48%) Analytical Mindset
11 186 (1.26%) Mobile App
12 185 (1.25%) Client/Server
13 182 (1.23%) Enterprise Software
14 169 (1.15%) FMCG
15 161 (1.09%) IoT
16 149 (1.01%) Virtual Team
17 123 (0.83%) Public Cloud
18 119 (0.81%) Cyber Threat
19 118 (0.80%) Greenfield Project
20 116 (0.79%) NHS
Operating Systems
1 2,080 (14.10%) Windows
2 980 (6.64%) Linux
3 709 (4.81%) Windows Server
4 494 (3.35%) Windows 10
5 256 (1.74%) Apple iOS
6 221 (1.50%) Android
7 170 (1.15%) Unix
8 155 (1.05%) Mac OS
9 145 (0.98%) Windows Server 2012
10 137 (0.93%) Windows Server 2019
11 130 (0.88%) Windows Server 2016
12 110 (0.75%) Windows 7
13 55 (0.37%) Data ONTAP
14 43 (0.29%) Ubuntu
15 40 (0.27%) Red Hat Enterprise Linux
16 38 (0.26%) VMS
16 38 (0.26%) Windows Server 2008
17 35 (0.24%) Kali Linux
18 31 (0.21%) AIX
18 31 (0.21%) CentOS
Processes & Methodologies
1 3,128 (21.20%) Agile
2 1,862 (12.62%) Computer Science
3 1,802 (12.21%) Project Management
4 1,790 (12.13%) Customer Service
5 1,736 (11.77%) Software Engineering
6 1,713 (11.61%) Mentoring
7 1,647 (11.16%) Continuous Improvement
8 1,530 (10.37%) Decision-Making
9 1,528 (10.36%) DevOps
10 1,158 (7.85%) Analytics
11 1,073 (7.27%) Coaching
12 1,072 (7.27%) ITIL
13 1,071 (7.26%) Cybersecurity
14 978 (6.63%) CI/CD
15 923 (6.26%) Actionable Insight
16 898 (6.09%) Collaborative Working
16 898 (6.09%) Mathematics
17 865 (5.86%) Data Analysis
18 844 (5.72%) SDLC
19 834 (5.65%) Business Intelligence
Programming Languages
1 2,397 (16.25%) SQL
2 1,857 (12.59%) Python
3 1,258 (8.53%) JavaScript
4 1,254 (8.50%) Java
5 1,166 (7.90%) C#
6 476 (3.23%) PowerShell
7 430 (2.91%) C++
8 425 (2.88%) TypeScript
9 398 (2.70%) C
10 337 (2.28%) PHP
11 319 (2.16%) Bash
12 201 (1.36%) Scala
13 200 (1.36%) T-SQL
14 140 (0.95%) Go
15 138 (0.94%) R
16 137 (0.93%) Ruby
17 123 (0.83%) Perl
18 108 (0.73%) MATLAB
19 85 (0.58%) Shell Script
20 82 (0.56%) VB
Qualifications
1 4,126 (27.97%) Degree
2 1,322 (8.96%) Security Cleared
3 1,061 (7.19%) Computer Science Degree
4 823 (5.58%) SC Cleared
5 528 (3.58%) Master's Degree
6 433 (2.93%) DBS Check
7 386 (2.62%) Microsoft Certification
8 220 (1.49%) Cisco Certification
9 201 (1.36%) DV Cleared
10 193 (1.31%) CISSP
11 165 (1.12%) Azure Certification
12 152 (1.03%) AWS Certification
13 146 (0.99%) CCNA
14 141 (0.96%) PMI Certification
15 135 (0.92%) BPSS Clearance
16 126 (0.85%) HNC
17 124 (0.84%) A+ Certification
18 121 (0.82%) PhD
19 115 (0.78%) Six Sigma Yellow Belt
20 114 (0.77%) ACCA
Quality Assurance & Compliance
1 808 (5.48%) QA
2 589 (3.99%) GDPR
3 497 (3.37%) SLA
4 493 (3.34%) Data Quality
5 282 (1.91%) ISO/IEC 27001
6 235 (1.59%) Accessibility
7 169 (1.15%) Cyber Essentials
8 153 (1.04%) PMO
9 118 (0.80%) NIST
10 109 (0.74%) ISO 9001
11 93 (0.63%) IFRS
12 81 (0.55%) GAAP
13 68 (0.46%) WCAG
14 66 (0.45%) PCI DSS
15 51 (0.35%) ISO/IEC 17025
16 45 (0.31%) Actionable Recommendations
17 39 (0.26%) NCSC
17 39 (0.26%) Sarbanes-Oxley
18 30 (0.20%) SOC 2
19 29 (0.20%) HIPAA
System Software
1 1,181 (8.00%) Active Directory
2 643 (4.36%) Docker
3 514 (3.48%) VMware Infrastructure
4 321 (2.18%) Hyper-V
5 132 (0.89%) Firmware
6 101 (0.68%) VMware ESXi
7 95 (0.64%) Virtual Machines
8 47 (0.32%) Virtual Desktop
9 44 (0.30%) vSphere
10 43 (0.29%) VMware NSX
11 33 (0.22%) Virtual Servers
12 31 (0.21%) KVM
13 30 (0.20%) Embedded Firmware
14 15 (0.10%) Oracle RAC
15 13 (0.088%) Terminal Services
15 13 (0.088%) XenApp
16 12 (0.081%) NFS
17 8 (0.054%) XenDesktop
18 7 (0.047%) pfSense
19 6 (0.041%) HDFS
Systems Management
1 618 (4.19%) Kubernetes
2 384 (2.60%) Terraform
3 240 (1.63%) Microsoft Intune
4 227 (1.54%) Ansible
5 192 (1.30%) SCCM
6 93 (0.63%) Prometheus
7 92 (0.62%) vCenter Server
8 79 (0.54%) Grafana
8 79 (0.54%) Puppet
9 55 (0.37%) Single Sign-On
10 46 (0.31%) SCOM
11 39 (0.26%) WSUS
12 37 (0.25%) EnCase
13 34 (0.23%) Functional Safety
14 33 (0.22%) FortiGate
14 33 (0.22%) Progress Chef
15 29 (0.20%) OpenSSO
16 28 (0.19%) Jamf Pro
17 26 (0.18%) Failover Clustering
18 24 (0.16%) ZABBIX
Vendors
1 3,463 (23.47%) Microsoft
2 842 (5.71%) Google
3 724 (4.91%) VMware
4 521 (3.53%) Oracle
5 414 (2.81%) SAP
6 349 (2.37%) Cisco
7 271 (1.84%) Salesforce
8 218 (1.48%) Databricks
9 149 (1.01%) ServiceNow
10 145 (0.98%) Adobe
11 143 (0.97%) Apple
12 139 (0.94%) IBM
13 135 (0.92%) Veeam
14 120 (0.81%) Palo Alto
15 117 (0.79%) Dell
16 115 (0.78%) Citrix
17 111 (0.75%) HP
18 108 (0.73%) Juniper
19 105 (0.71%) CA
20 103 (0.70%) Meraki