Analyst Contracts 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 1 May 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 8 5 7
Rank change year-on-year -3 +2 -2
Contract jobs requiring an Analyst 259 350 441
As % of all contract jobs advertised in Scotland 15.94% 15.79% 15.41%
As % of the Job Titles category 16.94% 16.67% 16.20%
Number of daily rates quoted 170 219 303
10th Percentile £285 £162 £151
25th Percentile £363 £313 £280
Median daily rate (50th Percentile) £425 £418 £418
Median % change year-on-year +1.80% - +5.70%
75th Percentile £488 £498 £475
90th Percentile £562 £538 £525
UK median daily rate £463 £475 £475
% change year-on-year -2.63% - +5.56%
Number of hourly rates quoted 7 13 10
10th Percentile £16.19 £12.34 £11.25
25th Percentile £16.44 £12.50 £12.51
Median hourly rate £19.37 £15.42 £15.25
Median % change year-on-year +25.58% +1.15% +8.27%
75th Percentile £24.87 £18.27 £17.24
90th Percentile £30.74 £24.47 £26.88
UK median hourly rate £22.14 £16.30 £18.39
% change year-on-year +35.83% -11.36% +18.65%

All Contract IT Job Vacancies
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 1,529 2,099 2,722
% of contract IT jobs with a recognized job title 94.09% 94.68% 95.11%
Number of daily rates quoted 920 1,281 1,953
10th Percentile £263 £205 £238
25th Percentile £370 £369 £400
Median daily rate (50th Percentile) £450 £475 £475
Median % change year-on-year -5.26% - +4.40%
75th Percentile £550 £588 £553
90th Percentile £610 £675 £650
UK median daily rate £515 £525 £540
% change year-on-year -1.90% -2.78% +2.86%
Number of hourly rates quoted 50 114 44
10th Percentile £15.98 £12.50 £12.86
25th Percentile £17.30 £16.25 £16.91
Median hourly rate £20.94 £33.25 £23.18
Median % change year-on-year -37.02% +43.44% -10.53%
75th Percentile £24.66 £60.00 £59.41
90th Percentile £42.58 £66.00 £67.22
UK median hourly rate £29.00 £36.42 £45.00
% change year-on-year -20.37% -19.07% +91.49%

Analyst
Job Vacancy Trend in Scotland

Job postings that featured Analyst in the job title as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Analyst in Scotland

Analyst
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Analyst in Scotland

Analyst
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Analyst in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Analyst in Scotland

Analyst
Contractor Hourly Rate Trend in Scotland

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

Hourly rate trend for Analyst in Scotland

Analyst
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Analyst in Scotland over the 6 months to 1 May 2025.

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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -6 130 £425 +13.33% 40
Edinburgh 0 101 £430 -9.47% 33
Perthshire +1 6 £363 -25.64%
Aberdeen 0 6 £363 +3.57% 11
West Lothian +6 3 - -
Stirling - 3 £400 - 3
Dundee +2 2 £193 +15.96% 1
South Lanarkshire +19 1 £470 -
Lanarkshire -4 1 £130 -68.48% 6
Argyll and Bute - 1 £400 - 2
West Dunbartonshire - 1 £188 -
Analyst
UK

Analyst Skill Set
Top 30 Co-occurring Skills and Capabilities in Scotland

For the 6 months to 1 May 2025, Analyst contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region featuring Analyst in the job title.

1 103 (39.77%) Social Skills
2 74 (28.57%) Agile
3 73 (28.19%) Finance
4 67 (25.87%) Public Sector
5 66 (25.48%) Analytical Skills
6 58 (22.39%) Problem-Solving
7 49 (18.92%) Stakeholder Management
8 47 (18.15%) Microsoft
8 47 (18.15%) Business Analysis
9 44 (16.99%) Microsoft Excel
10 40 (15.44%) Microsoft 365
11 39 (15.06%) User Stories
11 39 (15.06%) Banking
12 37 (14.29%) Degree
13 35 (13.51%) Requirements Gathering
14 33 (12.74%) Data Analysis
14 33 (12.74%) SharePoint
15 32 (12.36%) SQL
15 32 (12.36%) JIRA
16 31 (11.97%) Azure
17 28 (10.81%) Project Management
18 25 (9.65%) Microsoft PowerPoint
19 24 (9.27%) Waterfall
19 24 (9.27%) DevOps
20 23 (8.88%) Change Management
20 23 (8.88%) MS Visio
20 23 (8.88%) Python
21 21 (8.11%) ITIL
21 21 (8.11%) Data Modelling
21 21 (8.11%) Workshop Facilitation

Analyst Skill Set
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 33 (12.74%) SharePoint
2 17 (6.56%) Confluence
3 6 (2.32%) Microsoft Exchange
3 6 (2.32%) SAS
4 2 (0.77%) Oracle SOA Suite
5 1 (0.39%) Adobe Experience Manager
5 1 (0.39%) Apache Airflow
5 1 (0.39%) CICS
5 1 (0.39%) CMS
5 1 (0.39%) IIS
Applications
1 44 (16.99%) Microsoft Excel
2 25 (9.65%) Microsoft PowerPoint
3 23 (8.88%) MS Visio
4 15 (5.79%) Microsoft Office
5 5 (1.93%) Spreadsheet
6 2 (0.77%) Microsoft Project
Business Applications
1 6 (2.32%) Oracle Payables
1 6 (2.32%) SAP S/4HANA
2 4 (1.54%) Oracle ERP
3 3 (1.16%) Oracle Cash Management
3 3 (1.16%) Oracle Receivables
4 2 (0.77%) Oracle Procure-to-Pay
5 1 (0.39%) Dynamics CRM
5 1 (0.39%) Fidessa
5 1 (0.39%) Hyperion Planning
5 1 (0.39%) Oracle Applications
5 1 (0.39%) Summit
Cloud Services
1 40 (15.44%) Microsoft 365
2 31 (11.97%) Azure
3 20 (7.72%) Power Platform
4 16 (6.18%) Entra ID
4 16 (6.18%) Yammer
5 11 (4.25%) Azure DevOps
6 9 (3.47%) AWS
7 7 (2.70%) OCI
7 7 (2.70%) SaaS
8 4 (1.54%) PowerApps
9 3 (1.16%) Google Analytics
9 3 (1.16%) Google Data Studio
9 3 (1.16%) OneDrive
10 2 (0.77%) Apigee
10 2 (0.77%) Cloud Computing
10 2 (0.77%) IBM Blueworks
10 2 (0.77%) Microsoft Purview
10 2 (0.77%) Miro
10 2 (0.77%) Power Automate
10 2 (0.77%) Snowflake
Communications & Networking
1 2 (0.77%) Unified Communications
1 2 (0.77%) VPN
1 2 (0.77%) WAN
2 1 (0.39%) Firewall
2 1 (0.39%) Network Security
2 1 (0.39%) Remote Desktop
Database & Business Intelligence
1 19 (7.34%) Power BI
2 14 (5.41%) Data Warehouse
3 9 (3.47%) Tableau
4 8 (3.09%) Oracle Database
5 7 (2.70%) Relational Database
6 6 (2.32%) Oracle Reports
6 6 (2.32%) RDBMS
7 3 (1.16%) Amazon Redshift
8 2 (0.77%) Data Mining
8 2 (0.77%) Metadata
8 2 (0.77%) SQL Server
9 1 (0.39%) Amazon Athena
9 1 (0.39%) Amazon RDS
9 1 (0.39%) Essbase
9 1 (0.39%) Hadoop
9 1 (0.39%) MS Access
9 1 (0.39%) PostgreSQL
9 1 (0.39%) PowerCenter
9 1 (0.39%) QlikView
9 1 (0.39%) Semantic Layer
Development Applications
1 32 (12.36%) JIRA
2 7 (2.70%) Git
3 3 (1.16%) Oracle APEX
4 2 (0.77%) GitLab
4 2 (0.77%) Jenkins
4 2 (0.77%) SoapUI
4 2 (0.77%) Toad
5 1 (0.39%) HP UFT
5 1 (0.39%) Postman
5 1 (0.39%) REST Assured
5 1 (0.39%) TestRail
General
1 103 (39.77%) Social Skills
2 73 (28.19%) Finance
3 67 (25.87%) Public Sector
4 66 (25.48%) Analytical Skills
5 39 (15.06%) Banking
6 14 (5.41%) Organisational Skills
7 11 (4.25%) Influencing Skills
8 10 (3.86%) Back Office
9 9 (3.47%) Investment Banking
10 6 (2.32%) Retail Banking
11 5 (1.93%) Presentation Skills
11 5 (1.93%) Publishing
11 5 (1.93%) Retail
12 3 (1.16%) Corporate Banking
13 2 (0.77%) Documentation Skills
13 2 (0.77%) Front Office
13 2 (0.77%) German Language
13 2 (0.77%) Manufacturing
13 2 (0.77%) Marketing
14 1 (0.39%) Legal
Libraries, Frameworks & Software Standards
1 8 (3.09%) Oracle Fusion
2 4 (1.54%) Middleware
2 4 (1.54%) REST
3 2 (0.77%) SOAP
3 2 (0.77%) WebCenter
3 2 (0.77%) XML
4 1 (0.39%) .NET
4 1 (0.39%) Swagger
Miscellaneous
1 15 (5.79%) Management Information System
2 6 (2.32%) Data Protection Act
2 6 (2.32%) Legacy Systems
2 6 (2.32%) Product Ownership
3 5 (1.93%) Data Structures
4 4 (1.54%) CMDB
4 4 (1.54%) Onboarding
4 4 (1.54%) Security Posture
5 3 (1.16%) Credit Risk
5 3 (1.16%) Derivative
5 3 (1.16%) Self-Motivation
6 2 (0.77%) Analytical Mindset
6 2 (0.77%) Blackberry
6 2 (0.77%) Cyber Threat
6 2 (0.77%) Data Centre
6 2 (0.77%) Device Driver
6 2 (0.77%) Driving Licence
6 2 (0.77%) Equities
6 2 (0.77%) iPad
6 2 (0.77%) SWIFT Messaging Network
Operating Systems
1 17 (6.56%) Unix
2 13 (5.02%) Linux
2 13 (5.02%) Windows
3 6 (2.32%) Windows 10
4 4 (1.54%) Android
4 4 (1.54%) Apple iOS
4 4 (1.54%) Windows Server
5 2 (0.77%) Red Hat Enterprise Linux
6 1 (0.39%) Windows Server 2012
6 1 (0.39%) Windows Server 2016
6 1 (0.39%) Windows Server 2019
Processes & Methodologies
1 74 (28.57%) Agile
2 58 (22.39%) Problem-Solving
3 49 (18.92%) Stakeholder Management
4 47 (18.15%) Business Analysis
5 39 (15.06%) User Stories
6 35 (13.51%) Requirements Gathering
7 33 (12.74%) Data Analysis
8 28 (10.81%) Project Management
9 24 (9.27%) DevOps
9 24 (9.27%) Waterfall
10 23 (8.88%) Change Management
11 21 (8.11%) Data Modelling
11 21 (8.11%) ITIL
11 21 (8.11%) Workshop Facilitation
12 18 (6.95%) Decision-Making
12 18 (6.95%) Translating Business Requirements
13 16 (6.18%) Analytics
13 16 (6.18%) User Experience
14 15 (5.79%) Business Intelligence
14 15 (5.79%) Collaborative Working
Programming Languages
1 32 (12.36%) SQL
2 23 (8.88%) Python
3 11 (4.25%) Perl
4 10 (3.86%) PL/SQL
5 4 (1.54%) VBA
6 3 (1.16%) Java
6 3 (1.16%) PowerShell
6 3 (1.16%) ProC
7 2 (0.77%) Bicep
8 1 (0.39%) Data Analysis Expressions
8 1 (0.39%) R
8 1 (0.39%) REXX
8 1 (0.39%) T-SQL
8 1 (0.39%) Uniface
Qualifications
1 37 (14.29%) Degree
2 6 (2.32%) IIBA
3 4 (1.54%) CISM
3 4 (1.54%) CISSP
3 4 (1.54%) Security Cleared
4 3 (1.16%) Computer Science Degree
4 3 (1.16%) ITIL Certification
4 3 (1.16%) Microsoft Certification
4 3 (1.16%) Numerate Degree
5 2 (0.77%) ACCA
5 2 (0.77%) Azure Certification
5 2 (0.77%) BPSS Clearance
5 2 (0.77%) SC Cleared
6 1 (0.39%) CIMA
6 1 (0.39%) CISA
6 1 (0.39%) CompTIA CySA+
6 1 (0.39%) HNC
6 1 (0.39%) ICAEW
6 1 (0.39%) PMP
6 1 (0.39%) SSCP
Quality Assurance & Compliance
1 17 (6.56%) Data Quality
1 17 (6.56%) QA
2 12 (4.63%) Disclosure Scotland
3 9 (3.47%) PMO
4 7 (2.70%) GDPR
5 3 (1.16%) ISO/IEC 27001
6 2 (0.77%) Basel III
6 2 (0.77%) Cyber Essentials
6 2 (0.77%) Cyber Essentials PLUS
6 2 (0.77%) FINREP
6 2 (0.77%) P3O
6 2 (0.77%) SLA
7 1 (0.39%) Accessibility
7 1 (0.39%) Actionable Recommendations
7 1 (0.39%) COREP
7 1 (0.39%) Sarbanes-Oxley
System Software
1 15 (5.79%) Active Directory
2 4 (1.54%) RACF
3 2 (0.77%) BitLocker
3 2 (0.77%) Virtual Machines
4 1 (0.39%) Hyper-V
4 1 (0.39%) Terminal Services
Systems Management
1 3 (1.16%) Microsoft Intune
1 3 (1.16%) SCCM
2 2 (0.77%) CASB
Vendors
1 47 (18.15%) Microsoft
2 18 (6.95%) Oracle
3 7 (2.70%) SAP
3 7 (2.70%) ServiceNow
4 6 (2.32%) CyberArk
5 5 (1.93%) Alteryx
6 4 (1.54%) Google
7 3 (1.16%) Qualys
8 2 (0.77%) Apple
8 2 (0.77%) Equitrac
8 2 (0.77%) Fiserv
8 2 (0.77%) IBM
8 2 (0.77%) Splunk
9 1 (0.39%) CA Agile Central
9 1 (0.39%) Calypso
9 1 (0.39%) Cisco
9 1 (0.39%) Commvault
9 1 (0.39%) Hyperion
9 1 (0.39%) Informatica
9 1 (0.39%) TSYS