Data Analyst Contract Job Trends in England

Data Analyst
UK > England

The median Data Analyst daily rate in England is £438, according to job vacancies posted in the 6 months leading up to 30 December 2025.

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

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 179 160 162
Rank change year-on-year -19 +2 -5
Contract jobs requiring a Data Analyst 492 450 569
As % of all contract jobs in England 1.56% 1.59% 1.56%
As % of the Job Titles category 1.70% 1.72% 1.67%
Number of daily rates quoted 319 332 395
10th Percentile £268 £263 £263
25th Percentile £350 £337 £363
Median daily rate (50th Percentile) £438 £450 £475
Median % change year-on-year -2.78% -5.26% -
75th Percentile £513 £556 £588
90th Percentile £595 £673 £673
UK median daily rate £429 £450 £475
% change year-on-year -4.78% -5.26% -
Number of hourly rates quoted 19 17 27
10th Percentile £20.93 £17.00 £15.35
25th Percentile £23.01 £19.83 £20.29
Median hourly rate £30.11 £27.13 £21.64
Median % change year-on-year +11.00% +25.35% -13.44%
75th Percentile £44.08 £35.00 £34.86
90th Percentile £64.80 £46.20 £39.67
UK median hourly rate £30.11 £26.46 £21.64
% change year-on-year +13.81% +22.26% -8.05%

All Contract IT Job Roles
England

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies in England. 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 England with a recognized job title 28,914 26,211 34,083
% of contract IT jobs with a recognized job title 91.43% 92.89% 93.28%
Number of daily rates quoted 18,459 16,281 23,302
10th Percentile £297 £300 £281
25th Percentile £406 £413 £413
Median daily rate (50th Percentile) £505 £525 £528
Median % change year-on-year -3.81% -0.47% -4.09%
75th Percentile £625 £638 £650
90th Percentile £725 £750 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 1,761 819 1,425
10th Percentile £14.38 £15.87 £14.72
25th Percentile £18.26 £21.23 £20.00
Median hourly rate £27.00 £35.00 £45.21
Median % change year-on-year -22.86% -22.58% +37.00%
75th Percentile £61.18 £65.00 £65.00
90th Percentile £72.50 £74.50 £77.00
UK median hourly rate £25.47 £32.50 £45.00
% change year-on-year -21.63% -27.78% +40.82%

Data Analyst
Job Vacancy Trend in England

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

Data Analyst job vacancy trend in England

Data Analyst
Daily Rate Trend in England

Contractor daily rate distribution trend for Data Analyst job vacancies in England.

Contractor daily rate distribution trend for Data Analyst job vacancies in England

Data Analyst
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Analyst in England over the 6 months to 30 December 2025.

Daily rate histogram for Data Analyst in England

Data Analyst
Hourly Rate Trend in England

Contractor hourly rate distribution trend for Data Analyst job vacancies in England.

Contractor hourly rate distribution trend for Data Analyst job vacancies in England

Data Analyst
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Analyst in England over the 6 months to 30 December 2025.

Hourly rate histogram for Data Analyst in England

Data Analyst
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analyst within the England region over the 6 months to 30 December 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
London -1 271 £475 +5.56% 163
North of England -26 72 £365 -10.98% 187
South East -1 68 £407 -19.75% 222
Yorkshire -14 42 £358 +37.50% 76
South West +6 31 £488 +21.88% 104
North West -25 28 £338 -18.18% 92
Midlands -57 22 £358 -10.50% 152
East Midlands -18 12 £358 -10.50% 58
East of England -25 10 £500 -4.76% 129
West Midlands -43 10 £360 +2.86% 85
North East -8 2 £465 -35.42% 20
Data Analyst
UK

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

For the 6 months to 30 December 2025, Data 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 England region featuring Data Analyst in the job title.

1 226 (45.93%) SQL
2 179 (36.38%) Data Analysis
3 172 (34.96%) Business Intelligence
4 158 (32.11%) Power BI
4 158 (32.11%) Power Platform
5 134 (27.24%) Data Quality
6 130 (26.42%) Python
7 126 (25.61%) Analytics
8 115 (23.37%) Microsoft Excel
9 108 (21.95%) Visualisation
10 102 (20.73%) Data Governance
11 94 (19.11%) Data Modelling
12 90 (18.29%) Decision-Making
13 89 (18.09%) Actionable Insight
14 86 (17.48%) Problem-Solving
15 76 (15.45%) Stakeholder Management
16 70 (14.23%) ETL
17 69 (14.02%) Security Cleared
18 67 (13.62%) Microsoft
19 65 (13.21%) Data Visualisation
19 65 (13.21%) Tableau
20 62 (12.60%) Validation
21 58 (11.79%) Data Management
21 58 (11.79%) Migration
22 53 (10.77%) SC Cleared
23 48 (9.76%) Data Cleansing
24 46 (9.35%) Dashboard Development
24 46 (9.35%) Data Transformation
25 45 (9.15%) Data Warehouse
25 45 (9.15%) Stakeholder Engagement

Data Analyst Skill Set
Co-Occurring Skills & Capabilities in England 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 22 (4.47%) SharePoint
2 7 (1.42%) Confluence
3 5 (1.02%) SAS
4 4 (0.81%) Apache Spark
5 3 (0.61%) GeoServer
5 3 (0.61%) Smallworld
6 1 (0.20%) Apache Superset
6 1 (0.20%) Microsoft Exchange
Applications
1 115 (23.37%) Microsoft Excel
2 16 (3.25%) Microsoft PowerPoint
3 15 (3.05%) Microsoft Office
4 7 (1.42%) MS Visio
5 6 (1.22%) Spreadsheet
6 5 (1.02%) Microsoft Project
7 2 (0.41%) SPSS
8 1 (0.20%) Chatbot
Business Applications
1 10 (2.03%) SAP S/4HANA
2 9 (1.83%) Salesforce CRM
3 6 (1.22%) SAP HR
4 3 (0.61%) Oracle EBS
5 2 (0.41%) Actimize
5 2 (0.41%) Maximo
5 2 (0.41%) Sparx Enterprise Architect
6 1 (0.20%) Aladdin
6 1 (0.20%) Dynamics CRM
6 1 (0.20%) Integrated Workplace Management System
6 1 (0.20%) iTrent
6 1 (0.20%) Markit EDM
6 1 (0.20%) Misys Midas
6 1 (0.20%) NEC Housing
6 1 (0.20%) Oracle Payables
6 1 (0.20%) Oracle Receivables
6 1 (0.20%) Oracle Subledger Accounting
6 1 (0.20%) SAP ERP
6 1 (0.20%) SAP HCM
6 1 (0.20%) SAP MDG
Cloud Services
1 158 (32.11%) Power Platform
2 42 (8.54%) AWS
3 41 (8.33%) Azure
4 36 (7.32%) Snowflake
5 19 (3.86%) GCP
6 14 (2.85%) Collibra
7 10 (2.03%) Microsoft 365
8 8 (1.63%) Amazon S3
9 7 (1.42%) dbt
9 7 (1.42%) OCI
9 7 (1.42%) SaaS
10 5 (1.02%) Azure Data Factory
10 5 (1.02%) Entra ID
11 4 (0.81%) Google Data Studio
11 4 (0.81%) Power Automate
11 4 (0.81%) PowerApps
12 3 (0.61%) AWS Lambda
12 3 (0.61%) Dynamics 365
12 3 (0.61%) Matillion
12 3 (0.61%) Serverless
Communications & Networking
1 2 (0.41%) Internet
2 1 (0.20%) Kerberos
Database & Business Intelligence
1 158 (32.11%) Power BI
2 65 (13.21%) Tableau
3 45 (9.15%) Data Warehouse
4 32 (6.50%) Metadata
5 24 (4.88%) Power Query
6 15 (3.05%) BigQuery
6 15 (3.05%) Looker
7 14 (2.85%) SQL Server
8 12 (2.44%) Big Data
9 9 (1.83%) Relational Database
10 8 (1.63%) Amazon Athena
10 8 (1.63%) Snowflake Schema
11 7 (1.42%) Amazon Redshift
11 7 (1.42%) Data Lake
11 7 (1.42%) Hadoop
11 7 (1.42%) PowerPivot
12 6 (1.22%) KNIME
13 5 (1.02%) Star Schema
14 4 (0.81%) Data Mining
14 4 (0.81%) Oracle Reports
Development Applications
1 13 (2.64%) JIRA
2 5 (1.02%) Git
3 2 (0.41%) ERwin
3 2 (0.41%) PowerDesigner
3 2 (0.41%) Selenium
4 1 (0.20%) Eclipse
4 1 (0.20%) GitLab
General
1 173 (35.16%) Finance
2 159 (32.32%) Analytical Skills
3 148 (30.08%) Social Skills
4 46 (9.35%) Banking
5 41 (8.33%) Public Sector
6 20 (4.07%) Marketing
7 13 (2.64%) Manufacturing
8 11 (2.24%) Documentation Skills
8 11 (2.24%) Investment Banking
8 11 (2.24%) Legal
8 11 (2.24%) Presentation Skills
8 11 (2.24%) Retail
9 8 (1.63%) Inclusion and Diversity
10 7 (1.42%) Organisational Skills
11 6 (1.22%) Electronics
11 6 (1.22%) Influencing Skills
11 6 (1.22%) Local Government
11 6 (1.22%) Military
11 6 (1.22%) Retail Banking
12 5 (1.02%) Billing
Libraries, Frameworks & Software Standards
1 6 (1.22%) PySpark
2 5 (1.02%) DAO
3 3 (0.61%) Pandas
4 2 (0.41%) JSON
4 2 (0.41%) NumPy
4 2 (0.41%) Oracle Fusion
4 2 (0.41%) SailPoint
5 1 (0.20%) LDAP
5 1 (0.20%) MACH
5 1 (0.20%) Matplotlib
5 1 (0.20%) Microsoft Graph
5 1 (0.20%) OAuth
5 1 (0.20%) OpenID
5 1 (0.20%) Plotly
5 1 (0.20%) RESTful
5 1 (0.20%) SAML
5 1 (0.20%) Seaborn
5 1 (0.20%) Swagger
5 1 (0.20%) XML
Miscellaneous
1 30 (6.10%) Data Structures
2 20 (4.07%) Analytical Mindset
3 19 (3.86%) Onboarding
4 17 (3.46%) Data Centre
5 16 (3.25%) Data Protection Act
6 15 (3.05%) Legacy Systems
7 14 (2.85%) Self-Motivation
8 10 (2.03%) Management Information System
9 8 (1.63%) CMDB
9 8 (1.63%) Reinsurance
10 6 (1.22%) Mainframe
11 5 (1.02%) Reference Data
12 4 (0.81%) Derivative
12 4 (0.81%) Fixed Income
13 3 (0.61%) Algorithms
13 3 (0.61%) Cyber Threat
13 3 (0.61%) Cybercrime
13 3 (0.61%) NHS
14 2 (0.41%) Cloud Native
14 2 (0.41%) SWIFT Messaging Network
Operating Systems
1 3 (0.61%) Unix
1 3 (0.61%) Windows
2 1 (0.20%) Windows 10
Processes & Methodologies
1 179 (36.38%) Data Analysis
2 172 (34.96%) Business Intelligence
3 126 (25.61%) Analytics
4 108 (21.95%) Visualisation
5 102 (20.73%) Data Governance
6 94 (19.11%) Data Modelling
7 90 (18.29%) Decision-Making
8 89 (18.09%) Actionable Insight
9 86 (17.48%) Problem-Solving
10 76 (15.45%) Stakeholder Management
11 70 (14.23%) ETL
12 65 (13.21%) Data Visualisation
13 62 (12.60%) Validation
14 58 (11.79%) Data Management
14 58 (11.79%) Migration
15 48 (9.76%) Data Cleansing
16 46 (9.35%) Dashboard Development
16 46 (9.35%) Data Transformation
17 45 (9.15%) Stakeholder Engagement
18 40 (8.13%) Data Mapping
Programming Languages
1 226 (45.93%) SQL
2 130 (26.42%) Python
3 23 (4.67%) R
4 13 (2.64%) VBA
5 9 (1.83%) Data Analysis Expressions
6 5 (1.02%) JavaScript
7 4 (0.81%) Scala
8 2 (0.41%) C#
8 2 (0.41%) Java
8 2 (0.41%) T-SQL
9 1 (0.20%) C++
9 1 (0.20%) Korn
9 1 (0.20%) Perl
9 1 (0.20%) PowerShell
9 1 (0.20%) SAPscript
9 1 (0.20%) VB
Qualifications
1 69 (14.02%) Security Cleared
2 53 (10.77%) SC Cleared
3 24 (4.88%) Degree
4 5 (1.02%) Computer Science Degree
5 4 (0.81%) Master's Degree
6 3 (0.61%) ACCA
6 3 (0.61%) BPSS Clearance
6 3 (0.61%) CEH
6 3 (0.61%) CIMA
6 3 (0.61%) CompTIA CySA+
6 3 (0.61%) DV Cleared
6 3 (0.61%) GIAC
6 3 (0.61%) GREM
6 3 (0.61%) OSCP
7 1 (0.20%) AWS Certification
Quality Assurance & Compliance
1 134 (27.24%) Data Quality
2 30 (6.10%) GDPR
3 16 (3.25%) QA
4 11 (2.24%) Accessibility
5 8 (1.63%) Actionable Recommendations
6 3 (0.61%) SLA
7 2 (0.41%) IFRS
7 2 (0.41%) ISO/IEC 27001
8 1 (0.20%) Cyber Essentials
8 1 (0.20%) Cyber Essentials PLUS
8 1 (0.20%) FATCA
8 1 (0.20%) IFRS 17
8 1 (0.20%) MiFID
8 1 (0.20%) Solvency II
System Software
1 8 (1.63%) Active Directory
Systems Management
1 6 (1.22%) Active Directory Federation Services
2 3 (0.61%) SCCM
3 1 (0.20%) Microsoft Intune
3 1 (0.20%) Thomson Reuters DACS
Vendors
1 67 (13.62%) Microsoft
2 35 (7.11%) Oracle
3 27 (5.49%) Salesforce
4 26 (5.28%) SAP
5 21 (4.27%) Databricks
5 21 (4.27%) ServiceNow
6 15 (3.05%) Workday
7 12 (2.44%) Google
8 10 (2.03%) Informatica
9 7 (1.42%) MuleSoft
10 6 (1.22%) Alteryx
11 5 (1.02%) Foundry
11 5 (1.02%) Palantir
12 3 (0.61%) Cognos
12 3 (0.61%) ESRI
12 3 (0.61%) Intergraph
13 2 (0.41%) Atlassian
13 2 (0.41%) Dell
13 2 (0.41%) Intel
13 2 (0.41%) Murex