Problem-Solving Contracts in Scotland

Problem Solving
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Problem-Solving skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Problem-Solving over the 6 months leading up to 16 May 2025, comparing them to the same period in the previous two years.

6 months to
16 May 2025
Same period 2024 Same period 2023
Rank 4 11 23
Rank change year-on-year +7 +12 -5
Contract jobs citing Problem-Solving 330 220 239
As % of all contract jobs advertised in Scotland 20.35% 10.20% 8.79%
As % of the Processes & Methodologies category 21.71% 11.55% 9.51%
Number of daily rates quoted 202 148 168
10th Percentile £205 £179 £166
25th Percentile £370 £370 £413
Median daily rate (50th Percentile) £465 £475 £475
Median % change year-on-year -2.11% - +6.74%
75th Percentile £550 £575 £571
90th Percentile £606 £614 £625
UK median daily rate £500 £503 £525
% change year-on-year -0.60% -4.19% -
Number of hourly rates quoted 14 22 9
10th Percentile £15.39 £12.30 £15.06
25th Percentile £16.34 £12.50 £15.99
Median hourly rate £22.00 £16.67 £21.26
Median % change year-on-year +31.97% -21.59% -55.24%
75th Percentile £24.38 £18.75 £47.73
90th Percentile £32.52 £19.50 £64.22
UK median hourly rate £22.14 £16.50 £50.00
% change year-on-year +34.18% -67.00% +111.01%

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 contract job vacancies requiring process or methodology skills in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,520 1,904 2,514
As % of all contract IT jobs advertised in Scotland 93.71% 88.31% 92.43%
Number of daily rates quoted 873 1,167 1,792
10th Percentile £263 £225 £260
25th Percentile £375 £375 £406
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +0.96%
75th Percentile £538 £575 £556
90th Percentile £600 £650 £650
UK median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% +3.77%
Number of hourly rates quoted 47 90 54
10th Percentile £15.90 £12.30 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £19.97 £19.50 £16.25
Median % change year-on-year +2.41% +20.00% -56.59%
75th Percentile £24.66 £46.24 £52.25
90th Percentile £51.48 £60.93 £67.22
UK median hourly rate £28.00 £36.05 £36.00
% change year-on-year -22.32% +0.13% +40.19%

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
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Problem-Solving in Scotland

Problem-Solving
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Problem-Solving in Scotland over the 6 months to 16 May 2025.

Daily rate histogram for Problem-Solving in Scotland

Problem-Solving
Contractor Hourly Rate Trend in Scotland

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

Hourly rate trend for Problem-Solving in Scotland

Problem-Solving
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Problem-Solving in Scotland over the 6 months to 16 May 2025.

Hourly rate histogram for Problem-Solving in Scotland

Problem-Solving
Contract Job Locations in Scotland

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 Scotland region over the 6 months to 16 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow +12 196 £473 +11.18% 105
Edinburgh 0 91 £475 -9.52% 123
West Lothian +9 5 £188 -51.14% 8
Aberdeen +3 5 £325 -48.00% 42
Fife +1 5 £70 - 5
Lanarkshire +4 4 £525 +7.69% 25
Perth and Kinross 0 4 £450 -14.29% 3
Stirling -2 2 £400 +90.48% 2
Dundee - 2 £210 - 23
East Lothian - 2 £168 -
South Lanarkshire +16 1 - - 1
Highlands 0 1 £375 - 1
Aberdeenshire -1 1 £325 - 7
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 18 (5.45%) SharePoint
2 7 (2.12%) Confluence
2 7 (2.12%) Microsoft Exchange
3 3 (0.91%) Apache Airflow
4 2 (0.61%) Adobe Experience Manager
4 2 (0.61%) Apache Spark
4 2 (0.61%) Camunda
4 2 (0.61%) CMS
4 2 (0.61%) JBoss
4 2 (0.61%) SharePoint Server
4 2 (0.61%) WebLogic
5 1 (0.30%) Apache
5 1 (0.30%) Jupyter
5 1 (0.30%) SAS
Applications
1 22 (6.67%) Microsoft Excel
2 18 (5.45%) Microsoft PowerPoint
3 17 (5.15%) Microsoft Office
4 5 (1.52%) MS Visio
5 4 (1.21%) Microsoft Project
6 1 (0.30%) Acrobat
6 1 (0.30%) Adobe XD
6 1 (0.30%) Chatbot
6 1 (0.30%) Sketch
Business Applications
1 6 (1.82%) SAP S/4HANA
2 3 (0.91%) Finacle
3 2 (0.61%) Dynamics CRM
4 1 (0.30%) LabWindows
4 1 (0.30%) NetSuite
4 1 (0.30%) Oracle Applications
4 1 (0.30%) Remedy ITSM
Cloud Services
1 57 (17.27%) Azure
2 46 (13.94%) AWS
3 27 (8.18%) Microsoft 365
4 20 (6.06%) Cloud Computing
5 18 (5.45%) Power Platform
6 16 (4.85%) Amazon S3
7 10 (3.03%) GCP
8 8 (2.42%) Azure DevOps
8 8 (2.42%) Entra ID
8 8 (2.42%) IaaS
9 7 (2.12%) AWS Lambda
9 7 (2.12%) Serverless
9 7 (2.12%) Snowflake
10 6 (1.82%) GitHub
10 6 (1.82%) Power Automate
10 6 (1.82%) PowerApps
11 5 (1.52%) Amazon CloudWatch
12 4 (1.21%) Amazon Cognito
12 4 (1.21%) AWS CloudTrail
12 4 (1.21%) Cohesity
Communications & Networking
1 11 (3.33%) Network Security
2 9 (2.73%) Remote Desktop
2 9 (2.73%) VPN
3 7 (2.12%) WAN
4 6 (1.82%) DNS
4 6 (1.82%) Firewall
4 6 (1.82%) LAN
5 5 (1.52%) DHCP
5 5 (1.52%) Internet
6 4 (1.21%) TCP/IP
6 4 (1.21%) Wireless
7 3 (0.91%) NAS
7 3 (0.91%) SAN
8 2 (0.61%) Cisco Wireless
8 2 (0.61%) MPLS
8 2 (0.61%) SDH
8 2 (0.61%) WLAN
9 1 (0.30%) ADSL
9 1 (0.30%) PSTN
9 1 (0.30%) WebEx
Database & Business Intelligence
1 42 (12.73%) Relational Database
2 33 (10.00%) MongoDB
3 28 (8.48%) DB2
4 14 (4.24%) Power BI
5 11 (3.33%) SQL Server
6 8 (2.42%) RDBMS
7 7 (2.12%) Oracle Database
8 6 (1.82%) Amazon Athena
8 6 (1.82%) Amazon RDS
8 6 (1.82%) DynamoDB
8 6 (1.82%) NoSQL
9 5 (1.52%) PostgreSQL
10 4 (1.21%) MySQL
10 4 (1.21%) Parquet
11 3 (0.91%) Oracle Exadata
12 2 (0.61%) Big Data
12 2 (0.61%) CockroachDB
12 2 (0.61%) Data Warehouse
12 2 (0.61%) Oracle Reports
13 1 (0.30%) Delta Lake
Development Applications
1 34 (10.30%) JUnit
2 24 (7.27%) JIRA
3 14 (4.24%) Git
4 8 (2.42%) Jenkins
5 7 (2.12%) GitLab
6 4 (1.21%) Bitbucket
6 4 (1.21%) LabVIEW
6 4 (1.21%) Xcode
7 3 (0.91%) Artifactory
8 2 (0.61%) Bitbucket Server
8 2 (0.61%) Gradle
8 2 (0.61%) Maven
8 2 (0.61%) Mockito
9 1 (0.30%) IntelliJ
9 1 (0.30%) Oracle APEX
9 1 (0.30%) Postman
9 1 (0.30%) PyCharm
9 1 (0.30%) TestRail
9 1 (0.30%) Visual Studio
9 1 (0.30%) Visual Studio Code
General
1 219 (66.36%) Social Skills
2 158 (47.88%) Analytical Skills
3 122 (36.97%) Finance
4 70 (21.21%) Banking
5 50 (15.15%) Public Sector
6 33 (10.00%) Investment Banking
7 22 (6.67%) Front Office
8 13 (3.94%) Organisational Skills
9 10 (3.03%) Influencing Skills
10 7 (2.12%) Electronics
10 7 (2.12%) Financial Institution
11 6 (1.82%) Documentation Skills
11 6 (1.82%) Inclusion and Diversity
11 6 (1.82%) Retail
12 5 (1.52%) Legal
12 5 (1.52%) Military
12 5 (1.52%) Retail Banking
12 5 (1.52%) Telecoms
13 4 (1.21%) Manufacturing
14 3 (0.91%) Private Banking
Job Titles
1 70 (21.21%) Developer
2 57 (17.27%) Analyst
3 43 (13.03%) Java Developer
4 31 (9.39%) Senior
5 27 (8.18%) Architect
6 24 (7.27%) Business Analyst
7 15 (4.55%) Python Engineer
8 14 (4.24%) Solutions Architect
9 12 (3.64%) Project Manager
10 11 (3.33%) Support Engineer
11 9 (2.73%) Administrator
11 9 (2.73%) Artificial Intelligence Engineer
11 9 (2.73%) JavaScript Engineer
11 9 (2.73%) Senior Developer
12 8 (2.42%) Investment Banking Java Developer
12 8 (2.42%) Service Analyst
12 8 (2.42%) Service Desk Analyst
13 7 (2.12%) Service Desk Engineer
13 7 (2.12%) SQL Developer
13 7 (2.12%) Sybase Developer
Libraries, Frameworks & Software Standards
1 39 (11.82%) Spring
2 32 (9.70%) Kafka
3 25 (7.58%) JMS
4 9 (2.73%) Spring Boot
5 6 (1.82%) AWS CDK
5 6 (1.82%) React
5 6 (1.82%) RESTful
6 5 (1.52%) CSS
6 5 (1.52%) LDAP
6 5 (1.52%) Middleware
7 4 (1.21%) AngularJS
7 4 (1.21%) HTML
7 4 (1.21%) J2EE
7 4 (1.21%) JSON
7 4 (1.21%) SwiftUI
7 4 (1.21%) UIKit
8 3 (0.91%) Node.js
8 3 (0.91%) REST
8 3 (0.91%) X-Windows
9 2 (0.61%) .NET
Miscellaneous
1 36 (10.91%) Data Structures
2 21 (6.36%) Equities
3 19 (5.76%) Distributed Systems
4 18 (5.45%) Data Protection Act
5 15 (4.55%) Management Information System
6 13 (3.94%) Virtual Team
7 12 (3.64%) Product Ownership
8 11 (3.33%) Cloud Native
9 10 (3.03%) Data Centre
9 10 (3.03%) Self-Motivation
10 9 (2.73%) Device Driver
11 8 (2.42%) CMDB
11 8 (2.42%) Enterprise Software
11 8 (2.42%) Legacy Systems
12 7 (2.12%) Derivative
12 7 (2.12%) Equity Derivative
13 6 (1.82%) Algorithms
13 6 (1.82%) Analytical Mindset
13 6 (1.82%) Mainframe
13 6 (1.82%) Replication
Operating Systems
1 65 (19.70%) Linux
2 48 (14.55%) Windows
3 19 (5.76%) Unix
4 14 (4.24%) Windows Server
5 9 (2.73%) Red Hat Enterprise Linux
6 7 (2.12%) Android
7 6 (1.82%) Windows 10
8 5 (1.52%) Mac OS
9 4 (1.21%) AIX
9 4 (1.21%) Apple iOS
10 3 (0.91%) Solaris
11 1 (0.30%) Oracle Linux
11 1 (0.30%) Ubuntu
11 1 (0.30%) Windows Server 2008
11 1 (0.30%) Windows Server 2012
11 1 (0.30%) Windows Server 2016
11 1 (0.30%) Windows XP
11 1 (0.30%) zOS
Processes & Methodologies
1 101 (30.61%) Agile
2 40 (12.12%) SDLC
3 39 (11.82%) Decision-Making
3 39 (11.82%) ITIL
3 39 (11.82%) Project Management
4 37 (11.21%) DevOps
4 37 (11.21%) Stakeholder Management
5 35 (10.61%) CI/CD
6 34 (10.30%) Data Protection
7 33 (10.00%) Performance Tuning
7 33 (10.00%) Software Engineering
8 32 (9.70%) Multithreading
9 31 (9.39%) Continuous Improvement
10 28 (8.48%) Customer Service
11 27 (8.18%) Open Source
12 26 (7.88%) Risk Management
12 26 (7.88%) Task Automation
13 25 (7.58%) Mentoring
13 25 (7.58%) Time Management
14 24 (7.27%) Data Security
Programming Languages
1 79 (23.94%) Python
2 76 (23.03%) SQL
3 64 (19.39%) Java
4 26 (7.88%) Shell Script
5 21 (6.36%) JavaScript
6 19 (5.76%) PowerShell
7 13 (3.94%) TypeScript
8 9 (2.73%) C#
9 5 (1.52%) PL/SQL
10 4 (1.21%) Objective-C
10 4 (1.21%) Swift
11 3 (0.91%) Perl
12 2 (0.61%) Bash
12 2 (0.61%) Bicep
12 2 (0.61%) C++
12 2 (0.61%) Groovy
12 2 (0.61%) T-SQL
13 1 (0.30%) Apex Code
13 1 (0.30%) R
13 1 (0.30%) SOQL
Qualifications
1 39 (11.82%) Degree
2 19 (5.76%) Microsoft Certification
3 16 (4.85%) AWS Certification
4 15 (4.55%) Security Cleared
5 12 (3.64%) Computer Science Degree
5 12 (3.64%) SC Cleared
6 11 (3.33%) Azure Certification
7 8 (2.42%) A+ Certification
7 8 (2.42%) AWS Certified Solutions Architect
8 7 (2.12%) CISSP
9 5 (1.52%) Master's Degree
10 4 (1.21%) BPSS Clearance
10 4 (1.21%) CISM
10 4 (1.21%) HNC
10 4 (1.21%) PMI Certification
11 3 (0.91%) Cisco Certification
11 3 (0.91%) PMP
12 2 (0.61%) ACCA
12 2 (0.61%) CCNP
12 2 (0.61%) ITIL Certification
Quality Assurance & Compliance
1 23 (6.97%) QA
2 20 (6.06%) Disclosure Scotland
3 12 (3.64%) Data Quality
4 6 (1.82%) SLA
5 4 (1.21%) Accessibility
5 4 (1.21%) GDPR
6 3 (0.91%) Cyber Essentials
6 3 (0.91%) Cyber Essentials PLUS
6 3 (0.91%) PMO
7 2 (0.61%) Sarbanes-Oxley
8 1 (0.30%) GRC
8 1 (0.30%) ISO/IEC 20000
8 1 (0.30%) PCI DSS
System Software
1 18 (5.45%) Docker
2 15 (4.55%) Active Directory
3 8 (2.42%) Virtual Servers
4 6 (1.82%) Oracle RAC
5 5 (1.52%) Hyper-V
6 4 (1.21%) Virtual Machines
7 3 (0.91%) VMware Infrastructure
8 2 (0.61%) RACF
Systems Management
1 16 (4.85%) Kubernetes
2 7 (2.12%) Microsoft Intune
3 6 (1.82%) Ansible
3 6 (1.82%) Oracle RMAN
4 4 (1.21%) NetBackup
4 4 (1.21%) Single Sign-On
4 4 (1.21%) Terraform
5 3 (0.91%) Data Guard
5 3 (0.91%) Failover Clustering
5 3 (0.91%) Microsoft Clustering
5 3 (0.91%) Oracle Enterprise Manager
5 3 (0.91%) Oracle Flashback
5 3 (0.91%) Progress Chef
5 3 (0.91%) SCCM
6 2 (0.61%) Puppet
7 1 (0.30%) FortiGate
7 1 (0.30%) RSA Archer
7 1 (0.30%) ServiceCenter
7 1 (0.30%) Systems Management Server (SMS)
7 1 (0.30%) Tivoli NetView
Vendors
1 57 (17.27%) Microsoft
2 29 (8.79%) Sybase
3 25 (7.58%) Oracle
4 16 (4.85%) ServiceNow
5 10 (3.03%) Cisco
6 7 (2.12%) IBM
6 7 (2.12%) SAP
7 5 (1.52%) CyberArk
7 5 (1.52%) Dynatrace
7 5 (1.52%) Google
7 5 (1.52%) Qualys
7 5 (1.52%) Red Hat
8 4 (1.21%) Adobe
8 4 (1.21%) Citrix
8 4 (1.21%) Veritas
8 4 (1.21%) VMware
9 3 (0.91%) Apple
9 3 (0.91%) Dell
9 3 (0.91%) Nokia
9 3 (0.91%) Temenos