Analyst Contract Job Trends in Scotland

Analyst
UK > Scotland

The median Analyst daily rate in Scotland is £425, according to job vacancies posted in the 6 months leading up to 26 August 2026.

The table below compares current contractor rates and summary statistics with the previous two years.

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 11 8 6
Rank change year-on-year -3 -2 -1
Contract jobs requiring an Analyst 259 242 271
As % of all contract jobs in Scotland 11.40% 15.16% 14.52%
As % of the Job Titles category 12.19% 16.74% 15.45%
Number of daily rates quoted 127 133 172
10th Percentile £269 £266 £156
25th Percentile £366 £356 £241
Median daily rate (50th Percentile) £425 £444 £381
Median % change year-on-year -4.28% +16.46% -10.29%
75th Percentile £488 £525 £475
90th Percentile £538 £550 £500
UK median daily rate £463 £450 £460
% change year-on-year +2.78% -2.17% -5.64%
Number of hourly rates quoted 10 8 15
10th Percentile - £15.90 £12.33
25th Percentile £15.81 £16.53 £12.50
Median hourly rate £15.90 £20.08 £18.27
Median % change year-on-year -20.82% +9.91% +26.00%
75th Percentile £23.31 £22.18 £19.03
90th Percentile £95.00 £29.61 £19.59
UK median hourly rate £25.75 £22.14 £19.00
% change year-on-year +16.31% +16.53% -2.61%

All Contract IT Job Roles
Scotland

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies in Scotland. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

Contract vacancies in Scotland with a recognized job title 2,125 1,446 1,754
% of contract IT jobs with a recognized job title 93.53% 90.60% 94.00%
Number of daily rates quoted 1,140 818 1,069
10th Percentile £263 £225 £193
25th Percentile £375 £354 £340
Median daily rate (50th Percentile) £463 £450 £450
Median % change year-on-year +2.78% - -5.26%
75th Percentile £556 £530 £550
90th Percentile £650 £588 £651
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -1.87%
Number of hourly rates quoted 120 63 74
10th Percentile £13.45 £16.02 £12.30
25th Percentile £15.18 £16.96 £14.73
Median hourly rate £35.00 £19.83 £17.00
Median % change year-on-year +76.50% +16.65% -4.06%
75th Percentile £60.91 £26.21 £24.18
90th Percentile £74.16 £61.00 £56.75
UK median hourly rate £41.74 £25.15 £43.00
% change year-on-year +65.94% -41.51% -1.44%

Analyst
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings featuring 'Analyst' in the job title relative to all contract IT jobs advertised in Scotland.

Analyst job vacancy trend in Scotland

Analyst
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for Analyst job vacancies in Scotland.

Contractor daily rate distribution trend for Analyst job vacancies in Scotland

Analyst
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Analyst in Scotland over the 6 months to 26 August 2026.

Daily rate histogram for Analyst in Scotland

Analyst
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for Analyst job vacancies in Scotland.

Contractor hourly rate distribution trend for Analyst job vacancies in Scotland

Analyst
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Analyst in Scotland over the 6 months to 26 August 2026.

Hourly rate histogram for Analyst in Scotland

Analyst
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 Analyst within the Scotland region over the 6 months to 26 August 2026. 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 0 123 £406 +1.50% 20
Edinburgh -2 100 £425 -16.09% 14
Renfrewshire 0 5 - - 3
Perthshire - 5 £513 -
Highlands - 4 £484 - 2
Lanarkshire -1 3 £463 +255.77% 13
Aberdeen -2 3 - - 2
West Lothian -4 3 - - 1
South Lanarkshire -7 3 £650 - 1
Dumfries and Galloway - 2 - -
Perth and Kinross - 1 £575 -
Inverclyde - 1 £538 -
Midlothian - 1 £500 - 7
Analyst
UK

Analyst Skill Set
Top 30 Co-Occurring Skills & Capabilities in Scotland

For the 6 months to 26 August 2026, Analyst contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads across the Scotland region featuring Analyst in the job title.

1 70 (27.03%) Agile
2 59 (22.78%) Stakeholder Management
3 46 (17.76%) Business Analysis
4 42 (16.22%) SQL
5 40 (15.44%) Data Analysis
6 39 (15.06%) Problem-Solving
7 38 (14.67%) Azure
7 38 (14.67%) Microsoft Excel
7 38 (14.67%) Stakeholder Engagement
8 37 (14.29%) Microsoft
9 36 (13.90%) Requirements Gathering
10 34 (13.13%) Continuous Improvement
10 34 (13.13%) JIRA
11 32 (12.36%) Scrum
11 32 (12.36%) Workshop Facilitation
12 31 (11.97%) User Stories
13 30 (11.58%) Migration
14 27 (10.42%) Business Intelligence
14 27 (10.42%) Power BI
14 27 (10.42%) Power Platform
14 27 (10.42%) User Acceptance Testing
15 26 (10.04%) Security Cleared
16 25 (9.65%) Confluence
17 23 (8.88%) Microsoft 365
18 22 (8.49%) Oracle
18 22 (8.49%) Validation
19 21 (8.11%) ServiceNow
20 20 (7.72%) ITIL
20 20 (7.72%) ITSM
20 20 (7.72%) SC Cleared

Analyst Skill Set
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 25 (9.65%) Confluence
2 12 (4.63%) SharePoint
3 1 (0.39%) Apache Airflow
3 1 (0.39%) Camunda
3 1 (0.39%) SAS
Applications
1 38 (14.67%) Microsoft Excel
2 17 (6.56%) Microsoft PowerPoint
2 17 (6.56%) MS Visio
3 12 (4.63%) Microsoft Office
4 1 (0.39%) Chatbot
4 1 (0.39%) Spreadsheet
Business Applications
1 4 (1.54%) Oracle Payables
1 4 (1.54%) Oracle Procure-to-Pay
1 4 (1.54%) Oracle Receivables
2 3 (1.16%) Primavera
3 2 (0.77%) Aladdin
3 2 (0.77%) MultiFonds
3 2 (0.77%) Sonata
4 1 (0.39%) Actimize
4 1 (0.39%) Dynamics CRM
4 1 (0.39%) Markit EDM
4 1 (0.39%) SAP CO
4 1 (0.39%) SAP FI
4 1 (0.39%) SAP FI/CO
4 1 (0.39%) SAP PS
4 1 (0.39%) Sparx Enterprise Architect
Cloud Services
1 38 (14.67%) Azure
2 27 (10.42%) Power Platform
3 23 (8.88%) Microsoft 365
4 17 (6.56%) Azure DevOps
5 14 (5.41%) AWS
6 6 (2.32%) Dynamics 365
6 6 (2.32%) Snowflake
7 5 (1.93%) Entra ID
7 5 (1.93%) GCP
8 3 (1.16%) Google Analytics
8 3 (1.16%) OneDrive
9 2 (0.77%) Adobe Analytics
9 2 (0.77%) Power Automate
9 2 (0.77%) PowerApps
9 2 (0.77%) SaaS
10 1 (0.39%) Google Workspace
10 1 (0.39%) Lucidchart
10 1 (0.39%) Microsoft Copilot
10 1 (0.39%) Microsoft Purview
Communications & Networking
1 5 (1.93%) DNS
1 5 (1.93%) Remote Desktop
2 3 (1.16%) VPN
2 3 (1.16%) Wi-Fi
3 2 (0.77%) Broadband
3 2 (0.77%) Internet
3 2 (0.77%) Network Security
4 1 (0.39%) Firewall
4 1 (0.39%) Intranet
4 1 (0.39%) SSL
4 1 (0.39%) VoIP
Database & Business Intelligence
1 27 (10.42%) Power BI
2 11 (4.25%) DynamoDB
2 11 (4.25%) MongoDB
3 8 (3.09%) Tableau
4 6 (2.32%) Power Query
5 3 (1.16%) Data Warehouse
5 3 (1.16%) Relational Database
6 2 (0.77%) Geospatial Data
7 1 (0.39%) Data Lake
7 1 (0.39%) Metadata
7 1 (0.39%) Metadata Repository
7 1 (0.39%) SQL Server
7 1 (0.39%) Star Schema
Development Applications
1 34 (13.13%) JIRA
2 3 (1.16%) Oracle Forms
2 3 (1.16%) Selenium
3 2 (0.77%) REST Assured
4 1 (0.39%) Cypress.io
4 1 (0.39%) ER Studio
4 1 (0.39%) ERwin
4 1 (0.39%) GitLab
4 1 (0.39%) PowerDesigner
4 1 (0.39%) Tricentis qTest
4 1 (0.39%) Zephyr
General
1 89 (34.36%) Social Skills
2 84 (32.43%) Finance
3 58 (22.39%) Analytical Skills
4 35 (13.51%) Banking
5 29 (11.20%) Public Sector
6 17 (6.56%) Organisational Skills
7 12 (4.63%) Documentation Skills
8 9 (3.47%) Presentation Skills
9 7 (2.70%) Investment Banking
9 7 (2.70%) Retail
10 5 (1.93%) Billing
10 5 (1.93%) Financial Institution
10 5 (1.93%) Front Office
11 4 (1.54%) Italian Language
12 3 (1.16%) Corporate Banking
12 3 (1.16%) Influencing Skills
12 3 (1.16%) Manufacturing
12 3 (1.16%) Private Banking
12 3 (1.16%) Retail Banking
13 2 (0.77%) Legal
Libraries, Frameworks & Software Standards
1 11 (4.25%) JSON
2 6 (2.32%) Web Services
3 1 (0.39%) .NET
3 1 (0.39%) Middleware
Miscellaneous
1 25 (9.65%) Product Ownership
2 10 (3.86%) Data Protection Act
3 8 (3.09%) Management Information System
4 6 (2.32%) Onboarding
4 6 (2.32%) Security Operations Centre
5 4 (1.54%) Derivative
5 4 (1.54%) Mainframe
5 4 (1.54%) Operational Technology
5 4 (1.54%) SWIFT Messaging Network
6 3 (1.16%) CMDB
6 3 (1.16%) Equities
6 3 (1.16%) Legacy Systems
7 2 (0.77%) Credit Risk
7 2 (0.77%) Data Centre
7 2 (0.77%) Data Structures
7 2 (0.77%) Fixed Income
7 2 (0.77%) OTC Derivatives
7 2 (0.77%) Renewable Energy
7 2 (0.77%) Self-Motivation
7 2 (0.77%) Social Media
Operating Systems
1 16 (6.18%) Windows
2 5 (1.93%) Windows 10
3 4 (1.54%) Android
3 4 (1.54%) Apple iOS
3 4 (1.54%) Linux
3 4 (1.54%) Mac OS
4 3 (1.16%) Unix
Processes & Methodologies
1 70 (27.03%) Agile
2 59 (22.78%) Stakeholder Management
3 46 (17.76%) Business Analysis
4 40 (15.44%) Data Analysis
5 39 (15.06%) Problem-Solving
6 38 (14.67%) Stakeholder Engagement
7 36 (13.90%) Requirements Gathering
8 34 (13.13%) Continuous Improvement
9 32 (12.36%) Scrum
9 32 (12.36%) Workshop Facilitation
10 31 (11.97%) User Stories
11 30 (11.58%) Migration
12 27 (10.42%) Business Intelligence
12 27 (10.42%) User Acceptance Testing
13 22 (8.49%) Validation
14 20 (7.72%) ITIL
14 20 (7.72%) ITSM
15 18 (6.95%) Cybersecurity
15 18 (6.95%) DevOps
15 18 (6.95%) Risk Management
Programming Languages
1 42 (16.22%) SQL
2 14 (5.41%) Python
3 10 (3.86%) PL/SQL
4 3 (1.16%) Java
4 3 (1.16%) Perl
4 3 (1.16%) R
5 1 (0.39%) C#
5 1 (0.39%) Data Analysis Expressions
5 1 (0.39%) T-SQL
Qualifications
1 26 (10.04%) Security Cleared
2 20 (7.72%) SC Cleared
3 7 (2.70%) Degree
4 5 (1.93%) BPSS Clearance
4 5 (1.93%) DV Cleared
5 3 (1.16%) CBAP
5 3 (1.16%) ITIL Certification
5 3 (1.16%) ITIL Foundation Certificate
5 3 (1.16%) Postgraduate
6 2 (0.77%) IIBA
6 2 (0.77%) ISEB
7 1 (0.39%) CEH
7 1 (0.39%) CISM
7 1 (0.39%) CISSP
7 1 (0.39%) CompTIA Security+
7 1 (0.39%) DBS Check
7 1 (0.39%) GIAC
7 1 (0.39%) Microsoft Certification
Quality Assurance & Compliance
1 15 (5.79%) Data Quality
2 13 (5.02%) PMO
3 11 (4.25%) QA
4 4 (1.54%) ISO 20022
4 4 (1.54%) SLA
5 3 (1.16%) Disclosure Scotland
6 2 (0.77%) Accessibility
6 2 (0.77%) GDPR
6 2 (0.77%) NIST
7 1 (0.39%) GRC
7 1 (0.39%) ISO/IEC 27001
7 1 (0.39%) NIST 800
7 1 (0.39%) P3O
7 1 (0.39%) Sarbanes-Oxley
7 1 (0.39%) WCAG
System Software
1 14 (5.41%) Active Directory
2 2 (0.77%) Virtual Desktop
2 2 (0.77%) VMware Infrastructure
3 1 (0.39%) Hyper-V
Systems Management
1 1 (0.39%) CASB
Vendors
1 37 (14.29%) Microsoft
2 22 (8.49%) Oracle
3 21 (8.11%) ServiceNow
4 9 (3.47%) MuleSoft
5 8 (3.09%) Citrix
6 6 (2.32%) SAP
7 5 (1.93%) Google
8 4 (1.54%) Calypso
8 4 (1.54%) IFS
9 3 (1.16%) Avaloq
9 3 (1.16%) Charles River
9 3 (1.16%) Salesforce
10 2 (0.77%) Adobe
10 2 (0.77%) CrowdStrike
10 2 (0.77%) Optimizely
10 2 (0.77%) SimCorp
10 2 (0.77%) Splunk
10 2 (0.77%) Temenos
10 2 (0.77%) Tenable
10 2 (0.77%) VMware