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 6 July 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
6 Jul 2025
Same period 2024 Same period 2023
Rank 6 5 5
Rank change year-on-year -1 0 0
Contract jobs requiring an Analyst 314 319 441
As % of all contract jobs advertised in Scotland 18.23% 15.37% 16.05%
As % of the Job Titles category 19.49% 16.21% 16.94%
Number of daily rates quoted 161 198 303
10th Percentile £263 £158 £156
25th Percentile £360 £269 £319
Median daily rate (50th Percentile) £425 £410 £425
Median % change year-on-year +3.66% -3.53% +6.25%
75th Percentile £517 £488 £488
90th Percentile £550 £538 £538
UK median daily rate £450 £463 £475
% change year-on-year -2.70% -2.63% +2.70%
Number of hourly rates quoted 10 18 13
10th Percentile £16.00 £12.30 £11.46
25th Percentile £16.34 £12.50 £13.13
Median hourly rate £19.48 £15.67 £14.50
Median % change year-on-year +24.30% +8.07% +15.81%
75th Percentile £21.32 £18.56 £15.99
90th Percentile £25.47 £22.70 £17.24
UK median hourly rate £22.14 £17.50 £18.50
% change year-on-year +26.51% -5.41% +8.82%

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 1,611 1,968 2,603
% of contract IT jobs with a recognized job title 93.55% 94.80% 94.72%
Number of daily rates quoted 910 1,213 1,779
10th Percentile £237 £200 £242
25th Percentile £361 £350 £400
Median daily rate (50th Percentile) £450 £450 £475
Median % change year-on-year - -5.26% +0.48%
75th Percentile £538 £550 £548
90th Percentile £600 £638 £625
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% +1.13%
Number of hourly rates quoted 65 113 61
10th Percentile £16.02 £12.32 £12.13
25th Percentile £16.84 £14.73 £14.25
Median hourly rate £19.83 £18.38 £17.72
Median % change year-on-year +7.92% +3.70% -52.66%
75th Percentile £26.21 £52.50 £43.75
90th Percentile £63.00 £62.50 £63.00
UK median hourly rate £26.45 £37.50 £43.63
% change year-on-year -29.47% -14.05% +74.52%

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 6 July 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
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 6 July 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 -6 134 £425 +21.43% 55
Edinburgh +2 113 £450 - 99
West Lothian +1 21 - - 6
Stirling +4 7 £400 +196.30% 1
Renfrewshire +1 4 £513 +192.86% 2
Midlothian +1 3 - - 23
Lanarkshire 0 3 £130 -66.45% 11
Fife -1 3 - - 8
South Lanarkshire +11 2 £470 +1.08%
Clackmannanshire +2 2 - -
Aberdeen -1 2 £350 -6.67% 13
Argyll and Bute +1 1 £400 - 1
Perthshire -3 1 - -
Dundee - 1 £195 - 9
West Dunbartonshire - 1 £188 - 2
East Lothian - 1 - -
Analyst
UK

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

For the 6 months to 6 July 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.

1 141 (44.90%) Social Skills
2 130 (41.40%) Finance
3 88 (28.03%) Stakeholder Management
4 74 (23.57%) Agile
4 74 (23.57%) Analytical Skills
5 66 (21.02%) Public Sector
6 54 (17.20%) Problem-Solving
7 51 (16.24%) Banking
8 48 (15.29%) Data Analysis
8 48 (15.29%) SAP
9 46 (14.65%) Microsoft
9 46 (14.65%) Business Analysis
10 45 (14.33%) SQL
11 43 (13.69%) Degree
11 43 (13.69%) Accounts Payable
12 42 (13.38%) Procure-to-Pay
12 42 (13.38%) Root Cause Analysis
12 42 (13.38%) ACCA
13 41 (13.06%) CIMA
13 41 (13.06%) Social Media
14 40 (12.74%) Broadband
14 40 (12.74%) General Ledger
15 39 (12.42%) Data Modelling
16 38 (12.10%) User Stories
17 35 (11.15%) Migration
17 35 (11.15%) Microsoft 365
18 33 (10.51%) JIRA
18 33 (10.51%) Requirements Gathering
19 32 (10.19%) Microsoft Excel
19 32 (10.19%) Azure

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 25 (7.96%) SharePoint
2 24 (7.64%) Confluence
3 10 (3.18%) Microsoft Exchange
4 8 (2.55%) SAS
5 4 (1.27%) Exchange Server 2013
6 2 (0.64%) Adobe Experience Manager
6 2 (0.64%) Oracle SOA Suite
7 1 (0.32%) Apache Airflow
7 1 (0.32%) IIS
Applications
1 32 (10.19%) Microsoft Excel
2 19 (6.05%) MS Visio
3 16 (5.10%) Microsoft PowerPoint
4 13 (4.14%) Microsoft Office
5 3 (0.96%) Microsoft Project
Business Applications
1 6 (1.91%) Oracle Payables
1 6 (1.91%) SAP S/4HANA
2 4 (1.27%) Oracle ERP
3 3 (0.96%) Oracle Cash Management
3 3 (0.96%) Oracle EBS
3 3 (0.96%) Oracle Receivables
4 2 (0.64%) Oracle Procure-to-Pay
5 1 (0.32%) Dynamics CRM
Cloud Services
1 35 (11.15%) Microsoft 365
2 32 (10.19%) Azure
3 21 (6.69%) Power Platform
4 10 (3.18%) AWS
5 9 (2.87%) Azure Sentinel
6 8 (2.55%) Azure DevOps
6 8 (2.55%) Entra ID
7 7 (2.23%) OCI
7 7 (2.23%) Yammer
8 6 (1.91%) SaaS
9 4 (1.27%) GCP
9 4 (1.27%) OneDrive
10 2 (0.64%) Apigee
10 2 (0.64%) Dynamics 365
10 2 (0.64%) Microsoft Purview
10 2 (0.64%) Miro
10 2 (0.64%) Oracle CX
10 2 (0.64%) Power Automate
11 1 (0.32%) PowerApps
11 1 (0.32%) ShareGate
Communications & Networking
1 40 (12.74%) Broadband
2 3 (0.96%) Firewall
3 2 (0.64%) Unified Communications
3 2 (0.64%) VPN
3 2 (0.64%) WAN
4 1 (0.32%) ATM
4 1 (0.32%) Internet
Database & Business Intelligence
1 20 (6.37%) Power BI
2 18 (5.73%) Data Warehouse
3 9 (2.87%) Relational Database
4 8 (2.55%) Oracle Database
4 8 (2.55%) Oracle Reports
4 8 (2.55%) Tableau
5 6 (1.91%) RDBMS
6 3 (0.96%) Amazon Redshift
6 3 (0.96%) BigQuery
6 3 (0.96%) Metadata
6 3 (0.96%) Power Query
6 3 (0.96%) SQL Server
6 3 (0.96%) SQL Server Integration Services
6 3 (0.96%) Star Schema
7 2 (0.64%) Data Mining
7 2 (0.64%) Snowflake Schema
8 1 (0.32%) MS Access
8 1 (0.32%) PostgreSQL
8 1 (0.32%) PowerCenter
8 1 (0.32%) QlikView
Development Applications
1 33 (10.51%) JIRA
2 7 (2.23%) Git
3 3 (0.96%) ER Studio
3 3 (0.96%) Oracle APEX
4 2 (0.64%) GitLab
4 2 (0.64%) Toad
5 1 (0.32%) HP UFT
5 1 (0.32%) Jenkins
5 1 (0.32%) Postman
5 1 (0.32%) REST Assured
5 1 (0.32%) SoapUI
5 1 (0.32%) TestComplete
5 1 (0.32%) TestRail
5 1 (0.32%) Zephyr
General
1 141 (44.90%) Social Skills
2 130 (41.40%) Finance
3 74 (23.57%) Analytical Skills
4 66 (21.02%) Public Sector
5 51 (16.24%) Banking
6 40 (12.74%) General Ledger
7 16 (5.10%) Documentation Skills
8 11 (3.50%) Organisational Skills
9 10 (3.18%) Back Office
10 9 (2.87%) Investment Banking
11 8 (2.55%) Presentation Skills
12 6 (1.91%) Influencing Skills
12 6 (1.91%) Retail Banking
13 4 (1.27%) Corporate Banking
13 4 (1.27%) Publishing
14 3 (0.96%) Military
14 3 (0.96%) Retail
15 2 (0.64%) German Language
15 2 (0.64%) Marketing
16 1 (0.32%) Spanish Language
Libraries, Frameworks & Software Standards
1 11 (3.50%) Oracle Fusion
2 4 (1.27%) REST
3 3 (0.96%) Kafka
4 2 (0.64%) Middleware
4 2 (0.64%) WebCenter
5 1 (0.32%) .NET
5 1 (0.32%) JSON
5 1 (0.32%) SOAP
5 1 (0.32%) Swagger
5 1 (0.32%) Web Services
5 1 (0.32%) XML
Miscellaneous
1 41 (13.06%) Social Media
2 18 (5.73%) Management Information System
3 12 (3.82%) Product Ownership
4 10 (3.18%) Data Protection Act
5 7 (2.23%) CMDB
5 7 (2.23%) Legacy Systems
6 6 (1.91%) Analytical Mindset
7 5 (1.59%) Data Structures
8 4 (1.27%) Derivative
8 4 (1.27%) Driving Licence
8 4 (1.27%) Self-Motivation
9 3 (0.96%) Credit Risk
9 3 (0.96%) Cyber Threat
9 3 (0.96%) Onboarding
10 2 (0.64%) Blackberry
10 2 (0.64%) Equities
10 2 (0.64%) Fixed Income
10 2 (0.64%) PKI
10 2 (0.64%) SWIFT Messaging Network
10 2 (0.64%) Virtual Team
Operating Systems
1 26 (8.28%) Windows
2 20 (6.37%) Linux
3 10 (3.18%) Unix
4 9 (2.87%) Windows 10
4 9 (2.87%) Windows Server
5 5 (1.59%) Windows Server 2012
6 4 (1.27%) Android
7 3 (0.96%) Apple iOS
8 2 (0.64%) Red Hat Enterprise Linux
9 1 (0.32%) Windows Server 2016
9 1 (0.32%) Windows Server 2019
Processes & Methodologies
1 88 (28.03%) Stakeholder Management
2 74 (23.57%) Agile
3 54 (17.20%) Problem-Solving
4 48 (15.29%) Data Analysis
5 46 (14.65%) Business Analysis
6 43 (13.69%) Accounts Payable
7 42 (13.38%) Procure-to-Pay
7 42 (13.38%) Root Cause Analysis
8 39 (12.42%) Data Modelling
9 38 (12.10%) User Stories
10 35 (11.15%) Migration
11 33 (10.51%) Requirements Gathering
12 31 (9.87%) ITIL
13 23 (7.32%) Continuous Improvement
14 21 (6.69%) Change Management
14 21 (6.69%) DevOps
14 21 (6.69%) Project Management
15 20 (6.37%) Business Intelligence
15 20 (6.37%) Waterfall
16 19 (6.05%) Decision-Making
Programming Languages
1 45 (14.33%) SQL
2 29 (9.24%) Python
3 10 (3.18%) Perl
4 9 (2.87%) PL/SQL
5 5 (1.59%) Kusto Query Language
6 4 (1.27%) Data Analysis Expressions
6 4 (1.27%) VBA
7 3 (0.96%) Java
7 3 (0.96%) PowerShell
7 3 (0.96%) ProC
7 3 (0.96%) Shell Script
8 2 (0.64%) Bicep
8 2 (0.64%) R
9 1 (0.32%) T-SQL
9 1 (0.32%) Uniface
Qualifications
1 43 (13.69%) Degree
2 42 (13.38%) ACCA
3 41 (13.06%) CIMA
4 20 (6.37%) Security Cleared
5 15 (4.78%) SC Cleared
6 8 (2.55%) CISSP
7 6 (1.91%) IIBA
7 6 (1.91%) ITIL Certification
8 5 (1.59%) CISM
8 5 (1.59%) CompTIA CySA+
8 5 (1.59%) DV Cleared
8 5 (1.59%) GCIA
8 5 (1.59%) GCIH
9 4 (1.27%) BPSS Clearance
10 3 (0.96%) CASP
10 3 (0.96%) CISA
10 3 (0.96%) Computer Science Degree
10 3 (0.96%) Microsoft Certification
10 3 (0.96%) Numerate Degree
11 2 (0.64%) ISEB
Quality Assurance & Compliance
1 21 (6.69%) Data Quality
2 17 (5.41%) QA
3 15 (4.78%) GDPR
4 12 (3.82%) Disclosure Scotland
5 8 (2.55%) PMO
6 4 (1.27%) SLA
7 3 (0.96%) ISO/IEC 27001
8 2 (0.64%) P3O
9 1 (0.32%) Basel III
9 1 (0.32%) COREP
9 1 (0.32%) FINREP
9 1 (0.32%) NIST
9 1 (0.32%) Sarbanes-Oxley
System Software
1 17 (5.41%) Active Directory
2 2 (0.64%) BitLocker
2 2 (0.64%) Virtual Machines
3 1 (0.32%) Hyper-V
3 1 (0.32%) Terminal Services
Systems Management
1 5 (1.59%) Microsoft Intune
2 2 (0.64%) SCCM
Vendors
1 48 (15.29%) SAP
2 46 (14.65%) Microsoft
3 19 (6.05%) Oracle
4 8 (2.55%) ServiceNow
5 7 (2.23%) ArcSight
6 5 (1.59%) Alteryx
7 4 (1.27%) Google
8 3 (0.96%) Bloomberg
8 3 (0.96%) Qualys
8 3 (0.96%) Salesforce
9 2 (0.64%) Adobe
9 2 (0.64%) Apple
9 2 (0.64%) Equitrac
9 2 (0.64%) Fiserv
9 2 (0.64%) Reuters
9 2 (0.64%) Splunk
9 2 (0.64%) Tenable
10 1 (0.32%) CA Agile Central
10 1 (0.32%) Nintex
10 1 (0.32%) TSYS