Problem-Solving Jobs in Scotland

Problem Solving
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland 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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 12 23 17
Rank change year-on-year +11 -6 -10
Permanent jobs citing Problem-Solving 361 950 607
As % of all permanent jobs advertised in Scotland 12.81% 14.10% 12.85%
As % of the Processes & Methodologies category 13.92% 15.18% 13.63%
Number of salaries quoted 194 397 280
10th Percentile £26,929 £26,077 £32,500
25th Percentile £31,250 £34,500 £41,250
Median annual salary (50th Percentile) £48,004 £45,543 £55,000
Median % change year-on-year +5.40% -17.19% +10.00%
75th Percentile £63,125 £62,342 £71,250
90th Percentile £83,371 £72,500 £78,197
UK median annual salary £50,055 £50,000 £55,000
% change year-on-year +0.11% -9.09% -

All Process and Methodology Skills
Scotland

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 in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,594 6,257 4,454
As % of all permanent jobs advertised in Scotland 92.05% 92.89% 94.28%
Number of salaries quoted 1,341 2,424 2,232
10th Percentile £31,250 £28,750 £32,488
25th Percentile £44,000 £40,500 £41,750
Median annual salary (50th Percentile) £55,000 £52,500 £57,654
Median % change year-on-year +4.76% -8.94% +9.82%
75th Percentile £65,000 £65,000 £75,000
90th Percentile £83,738 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

Problem-Solving
Job Vacancy Trend in Scotland

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

Job vacancy trend for Problem-Solving in Scotland

Problem-Solving
Salary Trend in Scotland

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

Salary trend for Problem-Solving in Scotland

Problem-Solving
Salary Histogram in Scotland

Salary distribution for jobs citing Problem-Solving in Scotland over the 6 months to 1 May 2025.

Salary histogram for Problem-Solving in Scotland

Problem-Solving
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the Scotland region over the 6 months to 1 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
Edinburgh 0 156 £55,000 -7.65% 115
Glasgow +24 57 £53,086 +24.91% 101
Midlothian - 34 £26,929 - 14
Fife -9 22 £40,101 -19.80% 7
East Ayrshire -16 14 £40,101 +35.93% 1
South Ayrshire -20 14 £40,101 - 1
Moray - 14 £40,101 -
Aberdeen +8 13 £50,000 +17.65% 26
East Lothian - 10 £26,929 -
West Lothian +11 8 £26,929 +2.59% 8
Stirling 0 6 £47,216 +77.26% 4
Dundee +9 5 £26,968 -40.07% 12
Aberdeenshire +2 2 £50,000 +11.11% 5
Falkirk 0 1 £75,000 +36.36% 4
Perth and Kinross - 1 £31,000 - 1
Problem-Solving
UK

Problem-Solving
Co-occurring Skills and Capabilities in Scotland 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 6 (1.66%) CMS
1 6 (1.66%) Microsoft Exchange
2 4 (1.11%) SAP Portal
3 3 (0.83%) Drupal
4 2 (0.55%) Adobe Experience Manager
4 2 (0.55%) Apache
4 2 (0.55%) Apache Airflow
4 2 (0.55%) Confluence
4 2 (0.55%) SAS
4 2 (0.55%) SharePoint
4 2 (0.55%) WebSphere
5 1 (0.28%) Apache Spark
5 1 (0.28%) Headless CMS
5 1 (0.28%) Mule
5 1 (0.28%) Umbraco
Applications
1 28 (7.76%) Simulink
2 14 (3.88%) Microsoft Excel
3 3 (0.83%) Adobe Premiere
3 3 (0.83%) Photoshop
4 2 (0.55%) Microsoft Office
5 1 (0.28%) Microsoft Project
5 1 (0.28%) MS Visio
Business Applications
1 28 (7.76%) Teamcenter
2 3 (0.83%) Dynamics CRM
3 2 (0.55%) Fidessa
4 1 (0.28%) SAP ERP
Cloud Services
1 39 (10.80%) Azure
2 31 (8.59%) AWS
3 18 (4.99%) Power Platform
4 14 (3.88%) GCP
4 14 (3.88%) SaaS
5 10 (2.77%) Microsoft 365
6 7 (1.94%) Power Automate
7 6 (1.66%) Amazon SageMaker
8 5 (1.39%) Dynamics 365
8 5 (1.39%) Google Analytics
8 5 (1.39%) Snowflake
9 4 (1.11%) Amazon EC2
9 4 (1.11%) Amazon S3
9 4 (1.11%) AWS Lambda
9 4 (1.11%) Cloud Computing
9 4 (1.11%) Microsoft Copilot
9 4 (1.11%) Serverless
10 3 (0.83%) Azure DevOps
10 3 (0.83%) Azure Machine Learning
10 3 (0.83%) PowerApps
Communications & Networking
1 7 (1.94%) Internet
1 7 (1.94%) TCP/IP
2 5 (1.39%) LAN
2 5 (1.39%) WAN
3 4 (1.11%) Broadband
4 3 (0.83%) Firewall
5 2 (0.55%) DHCP
5 2 (0.55%) DNS
5 2 (0.55%) FTP
6 1 (0.28%) Bluetooth
6 1 (0.28%) Ethernet
6 1 (0.28%) Kerberos
6 1 (0.28%) Network Security
6 1 (0.28%) RS-232
6 1 (0.28%) SAN
6 1 (0.28%) SpaceWire
6 1 (0.28%) Wireless
6 1 (0.28%) ZigBee
Database & Business Intelligence
1 22 (6.09%) SQL Server
2 17 (4.71%) Power BI
3 12 (3.32%) PostgreSQL
4 10 (2.77%) MS Access
5 9 (2.49%) Tableau
6 6 (1.66%) MongoDB
6 6 (1.66%) Relational Database
7 5 (1.39%) DB2
7 5 (1.39%) MySQL
8 4 (1.11%) SQL Server Reporting Services
9 3 (0.83%) Amazon QuickSight
9 3 (0.83%) NoSQL
10 2 (0.55%) Amazon RDS
10 2 (0.55%) Azure SQL Database
10 2 (0.55%) Data Warehouse
10 2 (0.55%) DynamoDB
10 2 (0.55%) Geospatial Data
10 2 (0.55%) SQL Server Integration Services
11 1 (0.28%) Data Mart
11 1 (0.28%) RDBMS
Development Applications
1 28 (7.76%) Rational DOORS
2 12 (3.32%) Git
3 10 (2.77%) Visual Studio
4 6 (1.66%) GitLab
4 6 (1.66%) Oracle Forms
5 5 (1.39%) Jenkins
5 5 (1.39%) JIRA
6 3 (0.83%) Gradle
6 3 (0.83%) JUnit
6 3 (0.83%) webpack
7 2 (0.55%) Maven
7 2 (0.55%) Mockito
8 1 (0.28%) Android Studio
8 1 (0.28%) IntelliJ
8 1 (0.28%) MLflow
8 1 (0.28%) Visual Studio Code
8 1 (0.28%) Vite
8 1 (0.28%) Xcode
General
1 143 (39.61%) Social Skills
2 106 (29.36%) Analytical Skills
3 94 (26.04%) Finance
4 73 (20.22%) Telecoms
5 70 (19.39%) Games
6 68 (18.84%) Retail
7 62 (17.17%) Electronics
8 54 (14.96%) Banking
9 44 (12.19%) Inclusion and Diversity
10 28 (7.76%) Aerospace
11 21 (5.82%) Legal
12 15 (4.16%) Influencing Skills
13 8 (2.22%) Front Office
14 7 (1.94%) Marketing
15 6 (1.66%) Law
16 5 (1.39%) Manufacturing
16 5 (1.39%) Organisational Skills
16 5 (1.39%) Public Sector
17 4 (1.11%) Advertising
17 4 (1.11%) Presentation Skills
Job Titles
1 131 (36.29%) Senior
2 47 (13.02%) Developer
3 37 (10.25%) Analyst
4 29 (8.03%) Junior
4 29 (8.03%) Systems Engineer
5 28 (7.76%) Junior Systems Engineer
6 23 (6.37%) Software Engineer
7 22 (6.09%) Java Developer
8 16 (4.43%) Senior Developer
8 16 (4.43%) Senior Electrical Engineer
9 14 (3.88%) Lead
10 13 (3.60%) Senior Java Developer
11 12 (3.32%) Principal Engineer
11 12 (3.32%) Software Assurance Engineer
12 9 (2.49%) Audit Manager
12 9 (2.49%) Senior Software Engineer
13 8 (2.22%) Administrator
13 8 (2.22%) C++ Developer
13 8 (2.22%) Senior Analyst
14 7 (1.94%) Technical Support
Libraries, Frameworks & Software Standards
1 23 (6.37%) React
2 16 (4.43%) Spring Boot
3 15 (4.16%) Spring
4 14 (3.88%) HTML
5 13 (3.60%) AngularJS
6 12 (3.32%) RESTful
7 11 (3.05%) .NET
7 11 (3.05%) CSS
8 9 (2.49%) REST
9 7 (1.94%) MFC
10 6 (1.66%) Hibernate
10 6 (1.66%) Kafka
10 6 (1.66%) Node.js
11 5 (1.39%) Redux
12 4 (1.11%) ASP.NET
12 4 (1.11%) JSON
12 4 (1.11%) Middleware
12 4 (1.11%) WebSockets
13 3 (0.83%) .NET Framework
13 3 (0.83%) Compass CSS Framework
Miscellaneous
1 11 (3.05%) Onboarding
2 9 (2.49%) Management Information System
3 8 (2.22%) Analytical Mindset
4 7 (1.94%) Public Cloud
5 6 (1.66%) Algorithms
5 6 (1.66%) Data Structures
6 5 (1.39%) Product Ownership
7 4 (1.11%) Self-Motivation
7 4 (1.11%) SWIFT Messaging Network
8 3 (0.83%) Blog
8 3 (0.83%) Credit Risk
8 3 (0.83%) Driving Licence
8 3 (0.83%) Market Risk
8 3 (0.83%) Mobile App
8 3 (0.83%) Social Media
8 3 (0.83%) Taxonomies
8 3 (0.83%) Virtual Team
9 2 (0.55%) Greenfield Project
9 2 (0.55%) Renewable Energy
9 2 (0.55%) Smart City
Operating Systems
1 24 (6.65%) Linux
2 22 (6.09%) Windows
3 9 (2.49%) Unix
3 9 (2.49%) Windows Server
4 2 (0.55%) Android
4 2 (0.55%) Apple iOS
5 1 (0.28%) Red Hat Enterprise Linux
5 1 (0.28%) Solaris
5 1 (0.28%) Windows 10
Processes & Methodologies
1 90 (24.93%) Mentoring
2 66 (18.28%) Project Management
3 61 (16.90%) Agile
4 57 (15.79%) Continuous Improvement
5 54 (14.96%) Decision-Making
6 47 (13.02%) Software Engineering
7 40 (11.08%) Mathematics
7 40 (11.08%) Systems Engineering
8 38 (10.53%) Computer Science
9 37 (10.25%) DevOps
10 30 (8.31%) Coaching
11 28 (7.76%) Creative Problem-Solving
11 28 (7.76%) Model-Based Systems Engineering
11 28 (7.76%) Physics
11 28 (7.76%) PLM
11 28 (7.76%) SysML
11 28 (7.76%) UML
12 27 (7.48%) Analytics
12 27 (7.48%) CI/CD
13 26 (7.20%) Stakeholder Management
Programming Languages
1 50 (13.85%) Java
2 41 (11.36%) SQL
3 34 (9.42%) Python
4 29 (8.03%) MATLAB
5 22 (6.09%) C++
5 22 (6.09%) JavaScript
6 13 (3.60%) C#
7 10 (2.77%) C
7 10 (2.77%) TypeScript
8 5 (1.39%) Go
8 5 (1.39%) VBA
9 3 (0.83%) Scala
10 2 (0.55%) Groovy
10 2 (0.55%) RPG
10 2 (0.55%) RPG IV
11 1 (0.28%) Bash
11 1 (0.28%) Embedded C
11 1 (0.28%) Embedded C++
11 1 (0.28%) Objective-C
11 1 (0.28%) Shell Script
Qualifications
1 81 (22.44%) Degree
2 57 (15.79%) BPSS Clearance
3 26 (7.20%) Master's Degree
4 8 (2.22%) Computer Science Degree
4 8 (2.22%) PhD
5 7 (1.94%) CISA
6 4 (1.11%) Oracle Certification
6 4 (1.11%) Security Cleared
7 3 (0.83%) CISM
7 3 (0.83%) CISSP
7 3 (0.83%) PMI Certification
7 3 (0.83%) PMP
8 2 (0.55%) ACCA
8 2 (0.55%) AWS Certification
8 2 (0.55%) CBAP
8 2 (0.55%) Microsoft Certification
8 2 (0.55%) TOGAF Certification
9 1 (0.28%) A+ Certification
9 1 (0.28%) CCNA
9 1 (0.28%) Cisco Certification
Quality Assurance & Compliance
1 7 (1.94%) QA
2 4 (1.11%) Data Quality
2 4 (1.11%) NIST
2 4 (1.11%) Sarbanes-Oxley
3 3 (0.83%) ISO 9001
4 2 (0.55%) ISO/IEC 27001
4 2 (0.55%) NCSC
4 2 (0.55%) SOC 2
5 1 (0.28%) ECSS
5 1 (0.28%) GDPR
5 1 (0.28%) ISO 20022
5 1 (0.28%) NEBOSH
5 1 (0.28%) PMO
5 1 (0.28%) SLA
System Software
1 17 (4.71%) Docker
2 10 (2.77%) Active Directory
3 3 (0.83%) Firmware
4 1 (0.28%) BitLocker
4 1 (0.28%) Hyper-V
4 1 (0.28%) Veritas Cluster Server
4 1 (0.28%) Virtual Desktop
4 1 (0.28%) Virtual Machines
4 1 (0.28%) VMware Infrastructure
Systems Management
1 18 (4.99%) Kubernetes
2 2 (0.55%) Terraform
3 1 (0.28%) Active Directory Federation Services
3 1 (0.28%) Ansible
3 1 (0.28%) Kubeflow
3 1 (0.28%) Microsoft Intune
Vendors
1 70 (19.39%) BT
2 31 (8.59%) IBM
3 28 (7.76%) Microsoft
4 13 (3.60%) Google
5 10 (2.77%) SAP
6 9 (2.49%) Oracle
6 9 (2.49%) VMware
7 4 (1.11%) Blue Prism
7 4 (1.11%) UiPath
8 3 (0.83%) Salesforce
8 3 (0.83%) Sybase
9 2 (0.55%) Adobe
9 2 (0.55%) Draytek
9 2 (0.55%) Informatica
9 2 (0.55%) NETGEAR
9 2 (0.55%) Ping Identity
9 2 (0.55%) Ubiquiti
9 2 (0.55%) Workday
10 1 (0.28%) ForgeRock
10 1 (0.28%) Meraki