Problem-Solving Contracts in Scotland

Problem Solving
UK > Scotland

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Problem-Solving skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Problem-Solving over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 11 18 19
Rank change year-on-year +7 +1 +3
Contract jobs citing Problem-Solving 233 259 286
As % of all contract jobs advertised in Scotland 10.87% 9.68% 8.40%
As % of the Processes & Methodologies category 12.47% 10.47% 9.00%
Number of daily rates quoted 152 181 174
10th Percentile £173 £160 £160
25th Percentile £336 £400 £313
Median daily rate (50th Percentile) £475 £475 £450
Median % change year-on-year - +5.56% +5.88%
75th Percentile £575 £550 £538
90th Percentile £613 £600 £600
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - +12.90%
Number of hourly rates quoted 28 8 10
10th Percentile £12.21 £14.72 £17.84
25th Percentile £12.50 £15.93 £40.81
Median hourly rate £16.67 £21.47 £47.50
Median % change year-on-year -22.34% -54.81% +265.38%
75th Percentile £18.75 £50.56 £55.56
90th Percentile £20.14 £66.82 £56.13
UK median hourly rate £16.23 £51.50 £23.70
% change year-on-year -68.49% +117.35% +28.86%

All Process and Methodology Skills
Scotland

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

Contract vacancies with a requirement for process or methodology skills 1,869 2,473 3,179
As % of all contract IT jobs advertised in Scotland 87.21% 92.38% 93.42%
Number of daily rates quoted 1,156 1,727 2,243
10th Percentile £219 £250 £250
25th Percentile £363 £401 £400
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +11.76%
75th Percentile £566 £550 £550
90th Percentile £638 £638 £625
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 94 54 52
10th Percentile £12.30 £10.63 £15.09
25th Percentile £15.24 £11.25 £17.67
Median hourly rate £19.50 £14.50 £37.43
Median % change year-on-year +34.48% -61.26% -6.43%
75th Percentile £40.94 £35.00 £48.75
90th Percentile £60.75 £66.09 £55.98
UK median hourly rate £36.50 £36.25 £25.68
% change year-on-year +0.69% +41.16% +9.74%

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 1 June 2024.

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 1 June 2024.

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 1 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +24 107 £516 +14.72% 67
Glasgow -3 80 £418 -16.50% 92
Renfrewshire +3 9 £294 -34.72% 2
West Lothian -5 7 £178 +36.73% 7
South Lanarkshire +10 5 £370 -0.11% 2
Aberdeen -1 4 £625 +31.58% 27
Fife +2 3 - - 13
Highlands - 3 - - 3
Lanarkshire +3 1 £488 - 45
Perthshire +1 1 £525 +5.00% 2
Perth and Kinross +1 1 £525 +23.53% 2
Stirling -1 1 £210 +68.67% 3
Aberdeenshire - 1 - - 6
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 13 (5.58%) SharePoint
2 4 (1.72%) Microsoft Exchange
3 3 (1.29%) IBM HTTP Server
3 3 (1.29%) WebSphere
3 3 (1.29%) WebSphere Application Server
3 3 (1.29%) WebSphere Portal
4 1 (0.43%) Apache
4 1 (0.43%) Apache Airflow
4 1 (0.43%) Apache Spark
4 1 (0.43%) CMS
4 1 (0.43%) Confluence
4 1 (0.43%) SAS
Applications
1 25 (10.73%) Microsoft Excel
2 6 (2.58%) Microsoft Office
3 4 (1.72%) Microsoft PowerPoint
4 2 (0.86%) Microsoft Project
Business Applications
1 3 (1.29%) Oracle EBS R12
2 2 (0.86%) Oracle EBS
2 2 (0.86%) Payment Gateway
3 1 (0.43%) Oracle Cash Management
3 1 (0.43%) Oracle Payables
3 1 (0.43%) Oracle Procure-to-Pay
3 1 (0.43%) Oracle Receivables
Cloud Services
1 26 (11.16%) AWS
2 25 (10.73%) Azure
3 22 (9.44%) Microsoft 365
4 18 (7.73%) Power Platform
5 8 (3.43%) OCI
6 7 (3.00%) Amazon EKS
6 7 (3.00%) Entra ID
6 7 (3.00%) Power Automate
6 7 (3.00%) PowerApps
6 7 (3.00%) SaaS
7 6 (2.58%) GCP
7 6 (2.58%) OpenShift
7 6 (2.58%) Snowflake
8 3 (1.29%) Adverity
8 3 (1.29%) Google Data Studio
8 3 (1.29%) Google Sheets
8 3 (1.29%) Sprout Social
9 2 (0.86%) Azure DevOps
9 2 (0.86%) PaaS
10 1 (0.43%) Amazon SQS
Communications & Networking
1 16 (6.87%) Firewall
2 8 (3.43%) SAN
3 7 (3.00%) Internet
4 4 (1.72%) VSAN
5 3 (1.29%) HTTP
5 3 (1.29%) Structured Cabling
5 3 (1.29%) VPN
6 2 (0.86%) IPsec
6 2 (0.86%) LAN
7 1 (0.43%) BGP
7 1 (0.43%) Cisco ASA
7 1 (0.43%) IPv4
7 1 (0.43%) IPv6
7 1 (0.43%) MPLS
7 1 (0.43%) Remote Desktop
7 1 (0.43%) WAN
7 1 (0.43%) Wi-Fi
7 1 (0.43%) WLAN
Database & Business Intelligence
1 19 (8.15%) Oracle Database
2 14 (6.01%) Power BI
3 10 (4.29%) Metadata
4 9 (3.86%) Tableau
5 5 (2.15%) Oracle Reports
6 4 (1.72%) Big Data
7 3 (1.29%) BigQuery
7 3 (1.29%) Relational Database
8 2 (0.86%) DB2
8 2 (0.86%) SQL Server
9 1 (0.43%) Amazon Athena
9 1 (0.43%) Azure SQL Database
9 1 (0.43%) Base SAS
9 1 (0.43%) Hadoop
9 1 (0.43%) SAS Data Integration Studio
Development Applications
1 14 (6.01%) Oracle APEX
2 13 (5.58%) Jenkins
3 10 (4.29%) Git
3 10 (4.29%) JIRA
3 10 (4.29%) Maven
4 9 (3.86%) Gradle
5 3 (1.29%) IBM UrbanCode
5 3 (1.29%) JMeter
5 3 (1.29%) JUnit
5 3 (1.29%) LoadRunner
5 3 (1.29%) Oracle Forms
5 3 (1.29%) Selenium
6 2 (0.86%) CircleCI
6 2 (0.86%) GitLab
General
1 128 (54.94%) Social Skills
2 114 (48.93%) Analytical Skills
3 53 (22.75%) Public Sector
4 44 (18.88%) Finance
5 14 (6.01%) Banking
5 14 (6.01%) Organisational Skills
6 13 (5.58%) Legal
7 9 (3.86%) Back Office
8 8 (3.43%) Inclusion and Diversity
8 8 (3.43%) Presentation Skills
9 4 (1.72%) Documentation Skills
9 4 (1.72%) Influencing Skills
9 4 (1.72%) Italian Language
9 4 (1.72%) Publishing
10 3 (1.29%) Manufacturing
10 3 (1.29%) Police
11 2 (0.86%) German Language
11 2 (0.86%) Law
11 2 (0.86%) Marketing
11 2 (0.86%) Retail
Job Titles
1 62 (26.61%) Analyst
2 24 (10.30%) Senior
3 23 (9.87%) Developer
4 17 (7.30%) Data Analyst
4 17 (7.30%) Lead
5 16 (6.87%) Infrastructure Engineer
5 16 (6.87%) IT Engineer
6 13 (5.58%) Field Engineer
7 11 (4.72%) Field Service Engineer
7 11 (4.72%) Support Analyst
8 9 (3.86%) Designer
9 8 (3.43%) Business Analyst
9 8 (3.43%) Project Manager
9 8 (3.43%) Security Engineer
10 7 (3.00%) 1st Line Support
10 7 (3.00%) Consultant
10 7 (3.00%) Infrastructure Security Engineer
10 7 (3.00%) Junior
10 7 (3.00%) Junior Analyst
10 7 (3.00%) Junior Data Analyst
Libraries, Frameworks & Software Standards
1 12 (5.15%) React
1 12 (5.15%) Spring
2 10 (4.29%) Spring Boot
3 9 (3.86%) CSS
4 7 (3.00%) REST
4 7 (3.00%) RESTful
4 7 (3.00%) Spring Batch
4 7 (3.00%) Web Services
5 6 (2.58%) HTML
5 6 (2.58%) Kafka
6 5 (2.15%) .NET
7 3 (1.29%) HTML5 Canvas
7 3 (1.29%) J2EE
7 3 (1.29%) Middleware
7 3 (1.29%) Oracle Fusion
7 3 (1.29%) XML
8 2 (0.86%) Dagger
8 2 (0.86%) RabbitMQ
8 2 (0.86%) Regular Expression
8 2 (0.86%) Retrofit
Miscellaneous
1 15 (6.44%) Data Centre
2 14 (6.01%) Analytical Mindset
3 13 (5.58%) Management Information System
4 10 (4.29%) Product Ownership
5 6 (2.58%) Credit Risk
5 6 (2.58%) PKI
6 5 (2.15%) Cloud Native
6 5 (2.15%) DTCC
6 5 (2.15%) Market Risk
6 5 (2.15%) Operational Technology
7 4 (1.72%) Smartphone
7 4 (1.72%) VxBlock/Vblock
8 3 (1.29%) Public Cloud
8 3 (1.29%) Self-Motivation
8 3 (1.29%) Social Media
9 2 (0.86%) Data Protection Act
9 2 (0.86%) Distributed Systems
9 2 (0.86%) Driving Licence
9 2 (0.86%) iPhone
9 2 (0.86%) Onboarding
Operating Systems
1 40 (17.17%) Windows
2 16 (6.87%) Unix
3 14 (6.01%) Linux
4 10 (4.29%) Windows 10
5 7 (3.00%) Mac OS
6 5 (2.15%) Apple iOS
7 4 (1.72%) Android
7 4 (1.72%) Windows Server
8 1 (0.43%) pSOS
8 1 (0.43%) Red Hat Enterprise Linux
8 1 (0.43%) Solaris
Processes & Methodologies
1 46 (19.74%) Agile
2 25 (10.73%) Computer Science
2 25 (10.73%) Customer Service
2 25 (10.73%) Infrastructure Engineering
3 23 (9.87%) Analytics
4 22 (9.44%) Change Management
5 20 (8.58%) Continuous Improvement
5 20 (8.58%) Project Management
6 19 (8.15%) Migration
7 17 (7.30%) Decision-Making
7 17 (7.30%) Stakeholder Management
8 16 (6.87%) ERP
8 16 (6.87%) ITIL
9 15 (6.44%) Cybersecurity
9 15 (6.44%) Data Analysis
9 15 (6.44%) DevOps
10 14 (6.01%) Scrum
11 13 (5.58%) Business Intelligence
11 13 (5.58%) Data Security
12 12 (5.15%) Performance Tuning
Programming Languages
1 29 (12.45%) SQL
2 23 (9.87%) Python
3 15 (6.44%) Java
3 15 (6.44%) PL/SQL
4 14 (6.01%) PowerShell
5 8 (3.43%) Shell Script
6 6 (2.58%) Bash
6 6 (2.58%) Groovy
6 6 (2.58%) JavaScript
6 6 (2.58%) Ruby
7 3 (1.29%) TypeScript
8 2 (0.86%) Kotlin
9 1 (0.43%) C#
9 1 (0.43%) Data Analysis Expressions
9 1 (0.43%) Perl
9 1 (0.43%) SAS Macro
9 1 (0.43%) Scala
Qualifications
1 58 (24.89%) Degree
2 22 (9.44%) Computer Science Degree
3 16 (6.87%) Security Cleared
4 15 (6.44%) Microsoft Certification
5 13 (5.58%) SC Cleared
6 11 (4.72%) MCSE
7 9 (3.86%) Cisco Certification
8 8 (3.43%) A+ Certification
8 8 (3.43%) CCNA
8 8 (3.43%) Network+ Certification
9 7 (3.00%) Master's Degree
10 4 (1.72%) DV Cleared
11 3 (1.29%) ACCA
11 3 (1.29%) CIMA
11 3 (1.29%) CTC Cleared
11 3 (1.29%) HNC
11 3 (1.29%) ITIL Certification
12 1 (0.43%) HND
12 1 (0.43%) Oracle Certification
12 1 (0.43%) SAS Certification
Quality Assurance & Compliance
1 16 (6.87%) Disclosure Scotland
2 7 (3.00%) PMO
3 6 (2.58%) Accessibility
4 3 (1.29%) Cyber Essentials
4 3 (1.29%) Cyber Essentials PLUS
4 3 (1.29%) GDPR
4 3 (1.29%) QA
5 2 (0.86%) HIPAA
5 2 (0.86%) ISO 20022
5 2 (0.86%) ISO 8583
5 2 (0.86%) P3O
6 1 (0.43%) Data Quality
6 1 (0.43%) ISO 31000
6 1 (0.43%) NEBOSH
6 1 (0.43%) SLA
System Software
1 15 (6.44%) Active Directory
2 9 (3.86%) Docker
3 6 (2.58%) VMware Infrastructure
4 4 (1.72%) vSphere
5 3 (1.29%) Firmware
6 2 (0.86%) Hyper-V
6 2 (0.86%) Virtual Machines
7 1 (0.43%) KVM
Systems Management
1 12 (5.15%) Terraform
2 11 (4.72%) Ansible
2 11 (4.72%) Microsoft Intune
3 9 (3.86%) SCCM
4 7 (3.00%) Kubernetes
5 4 (1.72%) vCenter Server
5 4 (1.72%) VxRail
Vendors
1 42 (18.03%) Microsoft
2 38 (16.31%) Oracle
3 12 (5.15%) Dell
4 7 (3.00%) Cisco
4 7 (3.00%) Splunk
5 6 (2.58%) Alteryx
5 6 (2.58%) Apple
5 6 (2.58%) VMware
6 5 (2.15%) Google
6 5 (2.15%) ServiceNow
7 4 (1.72%) Nintex
8 3 (1.29%) Brandwatch
8 3 (1.29%) CheckPoint
8 3 (1.29%) Facebook
8 3 (1.29%) Hootsuite
8 3 (1.29%) IBM
8 3 (1.29%) Instagram
8 3 (1.29%) SAP
8 3 (1.29%) Twitter
8 3 (1.29%) Workday