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 27 January 2026.

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

6 months to
27 Jan 2026
Same period 2025 Same period 2024
Rank 10 6 5
Rank change year-on-year -4 -1 0
Contract jobs requiring an Analyst 205 246 364
As % of all contract jobs in Scotland 13.69% 15.44% 15.41%
As % of the Job Titles category 15.06% 16.80% 16.28%
Number of daily rates quoted 110 160 227
10th Percentile £255 £180 £152
25th Percentile £339 £313 £283
Median daily rate (50th Percentile) £425 £405 £418
Median % change year-on-year +4.94% -2.99% +0.60%
75th Percentile £514 £460 £494
90th Percentile £610 £508 £538
UK median daily rate £450 £463 £475
% change year-on-year -2.70% -2.63% -
Number of hourly rates quoted 6 6 8
10th Percentile £17.23 £17.30 £12.44
25th Percentile £20.42 £18.77 £14.69
Median hourly rate £30.50 £19.59 £17.46
Median % change year-on-year +55.69% +12.20% +10.54%
75th Percentile £37.88 £23.48 £23.92
90th Percentile £51.25 £29.24 £35.93
UK median hourly rate £18.87 £24.35 £18.00
% change year-on-year -22.51% +35.28% +5.88%

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 1,361 1,464 2,236
% of contract IT jobs with a recognized job title 90.92% 91.90% 94.67%
Number of daily rates quoted 760 868 1,362
10th Percentile £220 £204 £250
25th Percentile £372 £363 £400
Median daily rate (50th Percentile) £452 £450 £480
Median % change year-on-year +0.44% -6.25% +1.05%
75th Percentile £565 £538 £588
90th Percentile £654 £638 £675
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 72 47 98
10th Percentile £13.50 £14.30 £12.29
25th Percentile £17.23 £17.63 £16.50
Median hourly rate £20.25 £22.88 £45.00
Median % change year-on-year -11.48% -49.17% +153.95%
75th Percentile £47.45 £24.18 £60.75
90th Percentile £62.43 £34.37 £70.00
UK median hourly rate £29.26 £32.50 £37.50
% change year-on-year -9.98% -13.33% +7.14%

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 27 January 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 27 January 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 27 January 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 +1 94 £425 +3.03% 16
Edinburgh -4 85 £438 +2.94% 17
South Lanarkshire - 8 £610 - 2
West Lothian -1 5 £54 -80.66% 1
Dumfries and Galloway - 5 £260 -
Perthshire +5 4 £763 +110.34%
Fife +4 1 £43 -85.83% 2
Lanarkshire - 1 £130 - 15
Renfrewshire - 1 - - 2
Inverclyde - 1 £450 -
Analyst
UK

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

For the 6 months to 27 January 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 54 (26.34%) Agile
2 50 (24.39%) SQL
3 39 (19.02%) Problem-Solving
4 35 (17.07%) Business Analysis
5 31 (15.12%) Data Analysis
6 28 (13.66%) Cybersecurity
6 28 (13.66%) Microsoft Excel
7 27 (13.17%) Microsoft
8 25 (12.20%) Data Quality
8 25 (12.20%) Degree
8 25 (12.20%) Project Management
8 25 (12.20%) Stakeholder Engagement
9 23 (11.22%) Azure
9 23 (11.22%) ITIL
9 23 (11.22%) Stakeholder Management
10 22 (10.73%) Analytics
10 22 (10.73%) Change Management
10 22 (10.73%) Data Protection
10 22 (10.73%) Python
11 21 (10.24%) Data Modelling
11 21 (10.24%) Migration
12 19 (9.27%) DevOps
12 19 (9.27%) Power Platform
13 17 (8.29%) Security Cleared
14 16 (7.80%) Business Intelligence
14 16 (7.80%) Decision-Making
14 16 (7.80%) Power BI
14 16 (7.80%) ServiceNow
14 16 (7.80%) User Acceptance Testing
14 16 (7.80%) Waterfall

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 8 (3.90%) SharePoint
2 5 (2.44%) Confluence
3 3 (1.46%) Microsoft Exchange
4 2 (0.98%) Camunda
5 1 (0.49%) Apache Spark
5 1 (0.49%) Exchange Server 2013
5 1 (0.49%) SAS
Applications
1 28 (13.66%) Microsoft Excel
2 12 (5.85%) MS Visio
3 11 (5.37%) Microsoft PowerPoint
4 4 (1.95%) Microsoft Office
5 3 (1.46%) Microsoft Project
6 1 (0.49%) Spreadsheet
Business Applications
1 5 (2.44%) Oracle Payables
2 2 (0.98%) Dynamics CRM
3 1 (0.49%) Infor M3
3 1 (0.49%) iTrent
3 1 (0.49%) Oracle Receivables
3 1 (0.49%) Remedy ITSM
3 1 (0.49%) SAP S/4HANA
Cloud Services
1 23 (11.22%) Azure
2 19 (9.27%) Power Platform
3 14 (6.83%) Microsoft 365
4 13 (6.34%) Azure DevOps
5 11 (5.37%) Snowflake
6 10 (4.88%) Power Automate
7 8 (3.90%) AWS
7 8 (3.90%) Lucidchart
8 5 (2.44%) Entra ID
9 3 (1.46%) Viva Engage
10 2 (0.98%) GCP
11 1 (0.49%) Boomi
11 1 (0.49%) Dynamics 365
11 1 (0.49%) Microsoft Purview
11 1 (0.49%) OCI
11 1 (0.49%) PowerApps
11 1 (0.49%) SaaS
11 1 (0.49%) Virtual Private Cloud
Communications & Networking
1 10 (4.88%) DNS
1 10 (4.88%) TCP/IP
2 1 (0.49%) Firewall
2 1 (0.49%) Internet
2 1 (0.49%) Intranet
2 1 (0.49%) LAN
2 1 (0.49%) Remote Desktop
2 1 (0.49%) VoIP
2 1 (0.49%) VPN
2 1 (0.49%) WAN
2 1 (0.49%) Wi-Fi
Database & Business Intelligence
1 16 (7.80%) Power BI
2 12 (5.85%) Relational Database
3 7 (3.41%) Metadata
4 6 (2.93%) Tick Data
5 5 (2.44%) BigQuery
5 5 (2.44%) Tableau
6 4 (1.95%) SQL Server
7 3 (1.46%) Data Warehouse
8 2 (0.98%) Data Mining
8 2 (0.98%) RDBMS
9 1 (0.49%) Amazon QuickSight
9 1 (0.49%) Azure SQL Database
9 1 (0.49%) Big Data
9 1 (0.49%) BusinessObjects
9 1 (0.49%) BusinessObjects XI
9 1 (0.49%) Data Lake
9 1 (0.49%) NoSQL
9 1 (0.49%) Oracle Database
Development Applications
1 11 (5.37%) JIRA
2 6 (2.93%) Visual Studio
3 2 (0.98%) GitLab
4 1 (0.49%) TestComplete
4 1 (0.49%) Tricentis qTest
4 1 (0.49%) Zephyr
General
1 78 (38.05%) Finance
2 71 (34.63%) Social Skills
3 52 (25.37%) Analytical Skills
4 37 (18.05%) Banking
5 27 (13.17%) Public Sector
6 13 (6.34%) Documentation Skills
7 11 (5.37%) Investment Banking
8 7 (3.41%) Retail Banking
9 5 (2.44%) Financial Institution
10 4 (1.95%) General Ledger
10 4 (1.95%) Legal
10 4 (1.95%) Organisational Skills
11 3 (1.46%) Manufacturing
12 2 (0.98%) Corporate Banking
12 2 (0.98%) French Language
12 2 (0.98%) Front Office
12 2 (0.98%) Inclusion and Diversity
12 2 (0.98%) Law
12 2 (0.98%) Retail
13 1 (0.49%) Presentation Skills
Libraries, Frameworks & Software Standards
1 7 (3.41%) .NET
2 1 (0.49%) ADO
2 1 (0.49%) JSON
2 1 (0.49%) NumPy
2 1 (0.49%) Oracle Fusion
2 1 (0.49%) Pandas
2 1 (0.49%) PySpark
2 1 (0.49%) Swagger
2 1 (0.49%) XML
2 1 (0.49%) XML Messaging
Miscellaneous
1 19 (9.27%) Data Protection Act
2 18 (8.78%) Self-Motivation
3 13 (6.34%) Management Information System
4 12 (5.85%) Security Operations Centre
5 10 (4.88%) CMDB
5 10 (4.88%) Cyberattack
6 8 (3.90%) Cyber Threat
7 7 (3.41%) Virtual Team
8 6 (2.93%) Analytical Mindset
8 6 (2.93%) Wiki
9 5 (2.44%) Data Centre
9 5 (2.44%) Product Ownership
10 4 (1.95%) Legacy Systems
11 3 (1.46%) Cyber Defence
11 3 (1.46%) Data Structures
11 3 (1.46%) Onboarding
12 2 (0.98%) SWIFT Messaging Network
13 1 (0.49%) Credit Risk
13 1 (0.49%) FMCG
13 1 (0.49%) SCADA
Operating Systems
1 15 (7.32%) Windows
2 14 (6.83%) Linux
3 7 (3.41%) Unix
4 2 (0.98%) Windows Server
5 1 (0.49%) Apple iOS
5 1 (0.49%) VMS
5 1 (0.49%) Windows 10
5 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 54 (26.34%) Agile
2 39 (19.02%) Problem-Solving
3 35 (17.07%) Business Analysis
4 31 (15.12%) Data Analysis
5 28 (13.66%) Cybersecurity
6 25 (12.20%) Project Management
6 25 (12.20%) Stakeholder Engagement
7 23 (11.22%) ITIL
7 23 (11.22%) Stakeholder Management
8 22 (10.73%) Analytics
8 22 (10.73%) Change Management
8 22 (10.73%) Data Protection
9 21 (10.24%) Data Modelling
9 21 (10.24%) Migration
10 19 (9.27%) DevOps
11 16 (7.80%) Business Intelligence
11 16 (7.80%) Decision-Making
11 16 (7.80%) User Acceptance Testing
11 16 (7.80%) Waterfall
12 15 (7.32%) SIEM
Programming Languages
1 50 (24.39%) SQL
2 22 (10.73%) Python
3 6 (2.93%) C#
3 6 (2.93%) C++
4 4 (1.95%) Perl
5 2 (0.98%) PL/SQL
6 1 (0.49%) Bicep
6 1 (0.49%) Kusto Query Language
6 1 (0.49%) PowerShell
6 1 (0.49%) T-SQL
Qualifications
1 25 (12.20%) Degree
2 17 (8.29%) Security Cleared
3 12 (5.85%) SC Cleared
4 11 (5.37%) CompTIA Security+
4 11 (5.37%) Computer Science Degree
5 10 (4.88%) CompTIA CySA+
5 10 (4.88%) DV Cleared
6 5 (2.44%) ITIL Certification
7 3 (1.46%) BPSS Clearance
7 3 (1.46%) CEH
7 3 (1.46%) CISSP
7 3 (1.46%) GIAC
8 2 (0.98%) CISM
8 2 (0.98%) IIBA
8 2 (0.98%) PMP
9 1 (0.49%) CBAP
9 1 (0.49%) CREST Certified
9 1 (0.49%) GCIH
9 1 (0.49%) Microsoft Certification
9 1 (0.49%) PhD
Quality Assurance & Compliance
1 25 (12.20%) Data Quality
2 9 (4.39%) PMO
3 4 (1.95%) QA
4 3 (1.46%) Disclosure Scotland
4 3 (1.46%) SLA
5 2 (0.98%) GDPR
5 2 (0.98%) GRC
5 2 (0.98%) MiFID
6 1 (0.49%) Accessibility
6 1 (0.49%) Actionable Recommendations
6 1 (0.49%) ISO/IEC 27001
6 1 (0.49%) Sarbanes-Oxley
System Software
1 8 (3.90%) Active Directory
2 1 (0.49%) ISA Server
2 1 (0.49%) Virtual Machines
Systems Management
1 1 (0.49%) Microsoft Intune
Vendors
1 27 (13.17%) Microsoft
2 16 (7.80%) ServiceNow
3 15 (7.32%) Oracle
4 13 (6.34%) SAP
4 13 (6.34%) Splunk
5 6 (2.93%) Teradata
6 4 (1.95%) Workday
7 2 (0.98%) Avaloq
7 2 (0.98%) CrowdStrike
7 2 (0.98%) Databricks
7 2 (0.98%) Pega
7 2 (0.98%) Salesforce
7 2 (0.98%) Snow
8 1 (0.49%) Ariba
8 1 (0.49%) Citrix
8 1 (0.49%) Cloudera
8 1 (0.49%) IBM
8 1 (0.49%) Infor
8 1 (0.49%) MuleSoft
8 1 (0.49%) Remedy