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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 12 23 18
Rank change year-on-year +11 -5 -2
Contract jobs citing Problem-Solving 221 238 294
As % of all contract jobs advertised in Scotland 10.15% 8.62% 8.55%
As % of the Processes & Methodologies category 11.50% 9.32% 9.18%
Number of daily rates quoted 148 168 170
10th Percentile £179 £229 £162
25th Percentile £370 £413 £309
Median daily rate (50th Percentile) £475 £475 £435
Median % change year-on-year - +9.20% +2.35%
75th Percentile £575 £575 £500
90th Percentile £614 £625 £575
UK median daily rate £508 £525 £525
% change year-on-year -3.33% - +16.67%
Number of hourly rates quoted 22 10 7
10th Percentile £12.30 £15.41 £14.95
25th Percentile £12.50 £15.99 £29.88
Median hourly rate £16.67 £18.88 £47.50
Median % change year-on-year -11.71% -60.25% +128.92%
75th Percentile £18.75 £41.22 £52.25
90th Percentile £19.50 £61.63 £55.79
UK median hourly rate £16.50 £48.40 £23.00
% change year-on-year -65.91% +110.43% +18.10%

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 1,922 2,555 3,203
As % of all contract IT jobs advertised in Scotland 88.29% 92.54% 93.14%
Number of daily rates quoted 1,169 1,831 2,264
10th Percentile £225 £260 £250
25th Percentile £375 £406 £400
Median daily rate (50th Percentile) £475 £475 £471
Median % change year-on-year - +0.96% +10.71%
75th Percentile £575 £560 £550
90th Percentile £655 £650 £625
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 90 57 48
10th Percentile £12.30 £10.63 £15.04
25th Percentile £15.75 £12.30 £19.45
Median hourly rate £19.34 £16.50 £38.71
Median % change year-on-year +17.18% -57.38% -3.23%
75th Percentile £46.24 £47.73 £48.75
90th Percentile £60.93 £65.63 £55.75
UK median hourly rate £36.50 £36.00 £25.18
% change year-on-year +1.39% +42.97% +2.78%

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 9 May 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
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 9 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +33 102 £516 +8.68% 64
Glasgow -4 77 £425 -15.00% 63
South Lanarkshire +5 5 £370 -0.11% 1
Renfrewshire 0 5 £163 -63.89% 3
Aberdeen -3 5 £625 +31.58% 35
West Lothian -13 4 £384 +200.98% 4
Fife +1 3 - - 9
Highlands - 3 - - 2
Perthshire +3 2 £513 +2.50% 1
Lanarkshire +1 1 £488 - 26
Perth and Kinross +1 1 £525 +23.53% 1
Stirling -1 1 £210 +68.67% 10
Aberdeenshire - 1 - - 13
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 8 (3.62%) SharePoint
2 3 (1.36%) IBM HTTP Server
2 3 (1.36%) WebSphere
2 3 (1.36%) WebSphere Application Server
2 3 (1.36%) WebSphere Portal
3 1 (0.45%) Apache
3 1 (0.45%) Apache Airflow
3 1 (0.45%) Apache Spark
3 1 (0.45%) Cloud Foundry
3 1 (0.45%) Confluence
3 1 (0.45%) Microsoft Exchange
Applications
1 25 (11.31%) Microsoft Excel
2 4 (1.81%) Microsoft PowerPoint
3 3 (1.36%) Microsoft Office
4 2 (0.90%) Microsoft Project
Business Applications
1 3 (1.36%) Oracle EBS R12
2 2 (0.90%) Oracle EBS
2 2 (0.90%) Oracle ERP
2 2 (0.90%) Payment Gateway
2 2 (0.90%) SAP S/4HANA
3 1 (0.45%) Oracle Cash Management
3 1 (0.45%) Oracle Payables
3 1 (0.45%) Oracle Procure-to-Pay
3 1 (0.45%) Oracle Receivables
3 1 (0.45%) SAP MM
3 1 (0.45%) SAP PM
Cloud Services
1 24 (10.86%) AWS
2 19 (8.60%) Azure
3 18 (8.14%) Power Platform
4 16 (7.24%) Microsoft 365
5 9 (4.07%) OCI
6 7 (3.17%) SaaS
7 6 (2.71%) Amazon EKS
7 6 (2.71%) OpenShift
7 6 (2.71%) Snowflake
8 5 (2.26%) Entra ID
8 5 (2.26%) GCP
9 4 (1.81%) Power Automate
9 4 (1.81%) PowerApps
10 2 (0.90%) Azure DevOps
10 2 (0.90%) Google Data Studio
10 2 (0.90%) Google Sheets
10 2 (0.90%) IaaS
10 2 (0.90%) PaaS
11 1 (0.45%) Amazon EC2
11 1 (0.45%) Amazon SQS
Communications & Networking
1 14 (6.33%) Firewall
2 7 (3.17%) SAN
3 4 (1.81%) Internet
3 4 (1.81%) VSAN
4 3 (1.36%) HTTP
4 3 (1.36%) Structured Cabling
4 3 (1.36%) VPN
5 2 (0.90%) IPsec
5 2 (0.90%) LAN
6 1 (0.45%) Remote Desktop
6 1 (0.45%) WAN
6 1 (0.45%) Wi-Fi
6 1 (0.45%) WLAN
Database & Business Intelligence
1 22 (9.95%) Oracle Database
2 14 (6.33%) Power BI
3 9 (4.07%) Metadata
3 9 (4.07%) Tableau
4 6 (2.71%) Oracle Reports
5 5 (2.26%) Big Data
6 4 (1.81%) Relational Database
7 3 (1.36%) DB2
7 3 (1.36%) Oracle Database 10g
7 3 (1.36%) Oracle Database 11g
7 3 (1.36%) Oracle Discoverer
7 3 (1.36%) SQL Server
8 2 (0.90%) BigQuery
8 2 (0.90%) Hadoop
9 1 (0.45%) Amazon Athena
9 1 (0.45%) Apache Hive
9 1 (0.45%) Azure SQL Database
9 1 (0.45%) HBase
9 1 (0.45%) Oracle BI Publisher
Development Applications
1 16 (7.24%) Oracle APEX
2 12 (5.43%) Jenkins
3 11 (4.98%) Git
4 10 (4.52%) Maven
5 9 (4.07%) Gradle
5 9 (4.07%) JIRA
6 4 (1.81%) Oracle Forms
7 3 (1.36%) IBM UrbanCode
7 3 (1.36%) JMeter
7 3 (1.36%) JUnit
7 3 (1.36%) LoadRunner
7 3 (1.36%) Selenium
8 2 (0.90%) CircleCI
8 2 (0.90%) GitLab
9 1 (0.45%) Bitbucket
General
1 126 (57.01%) Social Skills
2 117 (52.94%) Analytical Skills
3 48 (21.72%) Public Sector
4 45 (20.36%) Finance
5 18 (8.14%) Organisational Skills
6 13 (5.88%) Legal
7 12 (5.43%) Banking
8 8 (3.62%) Inclusion and Diversity
9 7 (3.17%) Presentation Skills
10 5 (2.26%) Influencing Skills
11 4 (1.81%) Back Office
11 4 (1.81%) Documentation Skills
11 4 (1.81%) Retail
12 3 (1.36%) Manufacturing
12 3 (1.36%) Police
12 3 (1.36%) Publishing
13 2 (0.90%) Law
14 1 (0.45%) French Language
14 1 (0.45%) German Language
14 1 (0.45%) Telecoms
Job Titles
1 54 (24.43%) Analyst
2 25 (11.31%) Senior
3 21 (9.50%) Developer
4 17 (7.69%) Lead
5 15 (6.79%) Data Analyst
5 15 (6.79%) Infrastructure Engineer
6 14 (6.33%) IT Engineer
7 12 (5.43%) Field Engineer
8 10 (4.52%) Field Service Engineer
9 9 (4.07%) Project Manager
10 8 (3.62%) Administrator
10 8 (3.62%) Business Analyst
10 8 (3.62%) Consultant
10 8 (3.62%) Designer
10 8 (3.62%) Security Engineer
10 8 (3.62%) Support Analyst
11 7 (3.17%) 1st Line Support
11 7 (3.17%) Infrastructure Security Engineer
11 7 (3.17%) Oracle Developer
11 7 (3.17%) Windows Engineer
Libraries, Frameworks & Software Standards
1 10 (4.52%) Spring
2 9 (4.07%) React
3 8 (3.62%) Spring Boot
4 7 (3.17%) Kafka
4 7 (3.17%) REST
5 6 (2.71%) CSS
6 5 (2.26%) Spring Batch
6 5 (2.26%) Web Services
7 4 (1.81%) Oracle Fusion
8 3 (1.36%) HTML
8 3 (1.36%) J2EE
8 3 (1.36%) Middleware
8 3 (1.36%) XML
9 2 (0.90%) Android Jetpack
9 2 (0.90%) Dagger
9 2 (0.90%) Jetpack Compose
9 2 (0.90%) RabbitMQ
9 2 (0.90%) RESTful
9 2 (0.90%) Retrofit
10 1 (0.45%) .NET Core
Miscellaneous
1 16 (7.24%) Management Information System
2 14 (6.33%) Analytical Mindset
3 12 (5.43%) Data Centre
4 10 (4.52%) Product Ownership
5 6 (2.71%) Credit Risk
6 5 (2.26%) Cloud Native
6 5 (2.26%) DTCC
6 5 (2.26%) Market Risk
6 5 (2.26%) Operational Technology
7 4 (1.81%) PKI
7 4 (1.81%) Smartphone
7 4 (1.81%) VxBlock/Vblock
8 3 (1.36%) Data Protection Act
8 3 (1.36%) Distributed Systems
8 3 (1.36%) Onboarding
8 3 (1.36%) Public Cloud
8 3 (1.36%) Self-Motivation
9 2 (0.90%) Clustering
9 2 (0.90%) Driving Licence
9 2 (0.90%) Tandem
Operating Systems
1 36 (16.29%) Windows
2 19 (8.60%) Unix
3 15 (6.79%) Linux
4 8 (3.62%) Windows 10
5 6 (2.71%) Mac OS
6 4 (1.81%) Apple iOS
6 4 (1.81%) Windows Server
7 3 (1.36%) Android
8 1 (0.45%) Red Hat Enterprise Linux
8 1 (0.45%) Solaris
Processes & Methodologies
1 43 (19.46%) Agile
2 25 (11.31%) Change Management
3 24 (10.86%) Analytics
3 24 (10.86%) Computer Science
4 22 (9.95%) Infrastructure Engineering
4 22 (9.95%) Project Management
5 21 (9.50%) Continuous Improvement
5 21 (9.50%) Migration
6 20 (9.05%) ERP
7 19 (8.60%) Customer Service
8 17 (7.69%) Cybersecurity
8 17 (7.69%) Performance Tuning
8 17 (7.69%) Stakeholder Management
9 15 (6.79%) Decision-Making
9 15 (6.79%) DevOps
10 14 (6.33%) Data Analysis
10 14 (6.33%) ITIL
11 13 (5.88%) Business Intelligence
11 13 (5.88%) Data Security
11 13 (5.88%) Site Reliability Engineering
Programming Languages
1 30 (13.57%) SQL
2 21 (9.50%) Python
3 17 (7.69%) PL/SQL
4 14 (6.33%) Java
5 13 (5.88%) PowerShell
6 9 (4.07%) Shell Script
7 7 (3.17%) Groovy
8 6 (2.71%) Bash
8 6 (2.71%) Ruby
9 3 (1.36%) JavaScript
10 2 (0.90%) Kotlin
10 2 (0.90%) Perl
11 1 (0.45%) C#
11 1 (0.45%) Data Analysis Expressions
11 1 (0.45%) Scala
Qualifications
1 54 (24.43%) Degree
2 22 (9.95%) Computer Science Degree
3 16 (7.24%) Security Cleared
4 14 (6.33%) SC Cleared
5 10 (4.52%) MCSE
5 10 (4.52%) Microsoft Certification
6 7 (3.17%) A+ Certification
6 7 (3.17%) CCNA
6 7 (3.17%) Cisco Certification
6 7 (3.17%) Master's Degree
6 7 (3.17%) Network+ Certification
7 4 (1.81%) CISSP
7 4 (1.81%) DV Cleared
8 3 (1.36%) ACCA
8 3 (1.36%) CIMA
8 3 (1.36%) CISM
8 3 (1.36%) CTC Cleared
8 3 (1.36%) ITIL Certification
9 2 (0.90%) HNC
9 2 (0.90%) PMP
Quality Assurance & Compliance
1 14 (6.33%) Disclosure Scotland
2 7 (3.17%) PMO
3 6 (2.71%) QA
4 5 (2.26%) Accessibility
5 3 (1.36%) Cyber Essentials
5 3 (1.36%) Cyber Essentials PLUS
6 2 (0.90%) GDPR
6 2 (0.90%) HIPAA
6 2 (0.90%) ISO 20022
6 2 (0.90%) ISO 8583
6 2 (0.90%) P3O
7 1 (0.45%) Data Quality
7 1 (0.45%) ISO 31000
7 1 (0.45%) NEBOSH
7 1 (0.45%) SLA
System Software
1 12 (5.43%) Active Directory
2 9 (4.07%) Docker
3 6 (2.71%) VMware Infrastructure
4 4 (1.81%) vSphere
5 3 (1.36%) Firmware
5 3 (1.36%) Oracle RAC
6 2 (0.90%) Hyper-V
6 2 (0.90%) Virtual Machines
7 1 (0.45%) Apache ZooKeeper
7 1 (0.45%) HDFS
7 1 (0.45%) KVM
Systems Management
1 10 (4.52%) Terraform
2 9 (4.07%) Ansible
3 8 (3.62%) Microsoft Intune
4 7 (3.17%) Kubernetes
4 7 (3.17%) SCCM
5 4 (1.81%) vCenter Server
5 4 (1.81%) VxRail
6 3 (1.36%) Data Guard
6 3 (1.36%) Enterprise Manager Cloud Control
6 3 (1.36%) Oracle Enterprise Manager
6 3 (1.36%) Oracle RMAN
7 1 (0.45%) Hadoop YARN
7 1 (0.45%) ITRS Geneos
Vendors
1 46 (20.81%) Oracle
2 34 (15.38%) Microsoft
3 11 (4.98%) Dell
4 7 (3.17%) Splunk
5 6 (2.71%) Alteryx
5 6 (2.71%) Apple
5 6 (2.71%) Cisco
5 6 (2.71%) SAP
5 6 (2.71%) VMware
6 4 (1.81%) Google
6 4 (1.81%) Nintex
6 4 (1.81%) ServiceNow
7 3 (1.36%) CheckPoint
7 3 (1.36%) IBM
7 3 (1.36%) Qualys
7 3 (1.36%) Workday
8 2 (0.90%) Brandwatch
8 2 (0.90%) Hootsuite
8 2 (0.90%) Instagram
8 2 (0.90%) Okta