Data Analyst Contract Job Trends in England

Data Analyst
UK > England

The median Data Analyst daily rate in England is £435, according to job vacancies posted in the 6 months leading up to 17 September 2026.

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

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 172 149 167
Rank change year-on-year -23 +18 +20
Contract jobs requiring a Data Analyst 760 525 488
As % of all contract jobs in England 1.64% 1.89% 1.49%
As % of the Job Titles category 1.77% 2.07% 1.60%
Number of daily rates quoted 395 326 359
10th Percentile £257 £263 £271
25th Percentile £353 £358 £353
Median daily rate (50th Percentile) £435 £430 £450
Median % change year-on-year +1.05% -4.44% -5.26%
75th Percentile £538 £538 £555
90th Percentile £588 £645 £638
UK median daily rate £450 £438 £450
% change year-on-year +2.86% -2.78% -0.06%
Number of hourly rates quoted 78 28 18
10th Percentile £16.91 £21.02 £16.17
25th Percentile £21.49 £24.61 £18.46
Median hourly rate £30.00 £29.72 £24.40
Median % change year-on-year +0.94% +21.83% +9.03%
75th Percentile £48.00 £34.08 £34.00
90th Percentile £49.40 £38.45 £40.48
UK median hourly rate £30.00 £28.42 £21.66
% change year-on-year +5.58% +31.19% -0.41%

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 42,868 25,363 30,417
% of contract IT jobs with a recognized job title 92.34% 91.35% 93.04%
Number of daily rates quoted 25,561 16,372 19,015
10th Percentile £329 £280 £300
25th Percentile £425 £400 £413
Median daily rate (50th Percentile) £525 £508 £525
Median % change year-on-year +3.45% -3.33% -4.55%
75th Percentile £638 £625 £638
90th Percentile £738 £738 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -0.94%
Number of hourly rates quoted 3,457 1,358 1,485
10th Percentile £14.96 £13.75 £14.60
25th Percentile £21.14 £17.33 £21.25
Median hourly rate £44.46 £25.15 £46.18
Median % change year-on-year +76.76% -45.54% +3.20%
75th Percentile £68.00 £54.00 £67.50
90th Percentile £80.00 £71.50 £75.00
UK median hourly rate £42.50 £25.15 £43.00
% change year-on-year +68.99% -41.51% -2.01%

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 17 September 2026.

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 17 September 2026.

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 17 September 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
London -45 336 £450 -5.26% 411
South East -23 118 £463 +3.53% 101
North of England -40 111 £420 +10.03% 131
Midlands -1 88 £425 +8.97% 55
South West -4 71 £475 +11.76% 38
West Midlands -19 64 £418 +4.38% 35
Yorkshire -28 61 £400 +10.34% 51
North West -27 39 £450 +12.50% 60
East of England -4 34 £359 -31.62% 22
East Midlands +9 24 £425 +13.33% 20
North East -29 14 £425 -30.61% 20
Data Analyst
UK

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

For the 6 months to 17 September 2026, 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.

1 270 (35.53%) SQL
2 229 (30.13%) Data Quality
3 228 (30.00%) Business Intelligence
4 212 (27.89%) Power BI
4 212 (27.89%) Power Platform
5 189 (24.87%) Data Analysis
6 173 (22.76%) Analytics
7 150 (19.74%) Decision-Making
8 146 (19.21%) Data Governance
9 139 (18.29%) Data Modelling
10 136 (17.89%) Validation
11 127 (16.71%) Microsoft Excel
12 123 (16.18%) Python
13 115 (15.13%) Stakeholder Management
14 112 (14.74%) Migration
15 109 (14.34%) Problem-Solving
16 101 (13.29%) Visualisation
17 99 (13.03%) Actionable Insight
18 92 (12.11%) Azure
18 92 (12.11%) Microsoft
19 88 (11.58%) Tableau
20 86 (11.32%) Stakeholder Engagement
21 78 (10.26%) Data Migration
22 76 (10.00%) Dashboard Development
23 74 (9.74%) AI
24 72 (9.47%) Continuous Improvement
25 67 (8.82%) Agile
26 61 (8.03%) Databricks
26 61 (8.03%) Security Cleared
27 57 (7.50%) Data Mapping

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 13 (1.71%) SAS
2 8 (1.05%) Apache Spark
3 5 (0.66%) Apache Airflow
3 5 (0.66%) Confluence
3 5 (0.66%) SharePoint
4 4 (0.53%) Oracle Workflow
5 3 (0.39%) Apache
5 3 (0.39%) CMS
5 3 (0.39%) Jupyter
5 3 (0.39%) Palantir Foundry
6 1 (0.13%) WordPress
Applications
1 127 (16.71%) Microsoft Excel
2 12 (1.58%) Spreadsheet
3 10 (1.32%) Microsoft PowerPoint
4 8 (1.05%) Microsoft Office
5 7 (0.92%) MS Visio
6 6 (0.79%) SPSS
7 2 (0.26%) CATIA
8 1 (0.13%) Microsoft Project
8 1 (0.13%) Windchill
Business Applications
1 12 (1.58%) iTrent
2 11 (1.45%) SystmOne
3 10 (1.32%) SAP S/4HANA
4 6 (0.79%) NetSuite
5 5 (0.66%) Raiser’s Edge
6 4 (0.53%) Aladdin
7 3 (0.39%) Oracle ERP
7 3 (0.39%) Teamcenter
8 2 (0.26%) Bloomberg TOMS
8 2 (0.26%) Dynamics CRM
8 2 (0.26%) Eikon
8 2 (0.26%) NEC Housing
8 2 (0.26%) Oracle Assets
8 2 (0.26%) Oracle EBS
8 2 (0.26%) Oracle Payables
8 2 (0.26%) Oracle Receivables
8 2 (0.26%) SAP ERP
8 2 (0.26%) SAP MDG
8 2 (0.26%) SAP MM
8 2 (0.26%) SAP PM
Cloud Services
1 212 (27.89%) Power Platform
2 92 (12.11%) Azure
3 43 (5.66%) AWS
4 41 (5.39%) Snowflake
5 21 (2.76%) Azure Data Factory
6 20 (2.63%) SaaS
7 17 (2.24%) Power Automate
8 16 (2.11%) Microsoft Purview
9 15 (1.97%) Azure Synapse Analytics
10 12 (1.58%) Collibra
10 12 (1.58%) SuccessFactors
11 10 (1.32%) GCP
12 9 (1.18%) Azure DevOps
13 7 (0.92%) Microsoft Copilot
14 6 (0.79%) Azure Cosmos DB
15 5 (0.66%) Alation
15 5 (0.66%) Amazon S3
15 5 (0.66%) Dynamics 365
15 5 (0.66%) Microsoft 365
15 5 (0.66%) PowerApps
Communications & Networking
1 4 (0.53%) Internet
2 2 (0.26%) Broadband
2 2 (0.26%) Firewall
3 1 (0.13%) Cisco IPT
3 1 (0.13%) Network Security
Database & Business Intelligence
1 212 (27.89%) Power BI
2 88 (11.58%) Tableau
3 52 (6.84%) Data Warehouse
4 46 (6.05%) Metadata
5 21 (2.76%) Power Query
6 19 (2.50%) Relational Database
7 16 (2.11%) Data Lake
8 14 (1.84%) Looker
9 11 (1.45%) Big Data
9 11 (1.45%) SQL Server
10 10 (1.32%) Qlik Sense
11 9 (1.18%) Amazon Athena
12 5 (0.66%) Amazon QuickSight
12 5 (0.66%) BigQuery
12 5 (0.66%) BusinessObjects
12 5 (0.66%) GIS
12 5 (0.66%) NoSQL
12 5 (0.66%) Oracle Reports
12 5 (0.66%) Spark SQL
13 4 (0.53%) SAP BW
Development Applications
1 15 (1.97%) JIRA
2 4 (0.53%) Oracle Forms
3 3 (0.39%) Git
4 2 (0.26%) GitLab
5 1 (0.13%) SQL Server Management Studio (SSMS)
General
1 207 (27.24%) Analytical Skills
2 175 (23.03%) Finance
3 170 (22.37%) Social Skills
4 62 (8.16%) Banking
4 62 (8.16%) Public Sector
5 46 (6.05%) Marketing
6 30 (3.95%) Retail
7 25 (3.29%) Legal
8 24 (3.16%) Inclusion and Diversity
9 16 (2.11%) Documentation Skills
10 15 (1.97%) Local Government
11 14 (1.84%) Organisational Skills
12 12 (1.58%) Investment Banking
13 10 (1.32%) Military
14 9 (1.18%) Aerospace
14 9 (1.18%) Presentation Skills
15 8 (1.05%) Automotive
15 8 (1.05%) Manufacturing
15 8 (1.05%) Pharmaceutical
16 7 (0.92%) Front Office
Libraries, Frameworks & Software Standards
1 14 (1.84%) PySpark
2 9 (1.18%) Oracle Fusion
3 6 (0.79%) JSON
4 5 (0.66%) EDI
4 5 (0.66%) Pandas
5 3 (0.39%) REST
6 2 (0.26%) Apache Avro
6 2 (0.26%) Django
6 2 (0.26%) HTML
6 2 (0.26%) Kafka
6 2 (0.26%) Microsoft Graph
6 2 (0.26%) Node.js
6 2 (0.26%) PyTorch
6 2 (0.26%) SOAP
6 2 (0.26%) XML
7 1 (0.13%) Google JAX
7 1 (0.13%) Great Expectations
7 1 (0.13%) Middleware
7 1 (0.13%) SAML
7 1 (0.13%) Spring
Miscellaneous
1 55 (7.24%) Data Structures
2 31 (4.08%) Legacy Systems
3 22 (2.89%) Management Information System
4 20 (2.63%) Product Ownership
5 16 (2.11%) Analytical Mindset
5 16 (2.11%) Onboarding
6 10 (1.32%) Data Centre
7 9 (1.18%) Data Protection Act
8 8 (1.05%) FMCG
9 6 (0.79%) Credit Risk
9 6 (0.79%) Fixed Income
9 6 (0.79%) Self-Motivation
9 6 (0.79%) Taxonomies
10 5 (0.66%) Enterprise Software
10 5 (0.66%) NHS
10 5 (0.66%) Reference Data
11 3 (0.39%) CMDB
11 3 (0.39%) Pricing Data
11 3 (0.39%) Public Cloud
11 3 (0.39%) Reinsurance
Operating Systems
1 6 (0.79%) Windows
2 3 (0.39%) Linux
3 2 (0.26%) Ubuntu
4 1 (0.13%) VMS
Processes & Methodologies
1 228 (30.00%) Business Intelligence
2 189 (24.87%) Data Analysis
3 173 (22.76%) Analytics
4 150 (19.74%) Decision-Making
5 146 (19.21%) Data Governance
6 139 (18.29%) Data Modelling
7 136 (17.89%) Validation
8 115 (15.13%) Stakeholder Management
9 112 (14.74%) Migration
10 109 (14.34%) Problem-Solving
11 101 (13.29%) Visualisation
12 99 (13.03%) Actionable Insight
13 86 (11.32%) Stakeholder Engagement
14 78 (10.26%) Data Migration
15 76 (10.00%) Dashboard Development
16 74 (9.74%) AI
17 72 (9.47%) Continuous Improvement
18 67 (8.82%) Agile
19 57 (7.50%) Data Mapping
20 56 (7.37%) ETL
Programming Languages
1 270 (35.53%) SQL
2 123 (16.18%) Python
3 36 (4.74%) R
4 22 (2.89%) Data Analysis Expressions
5 4 (0.53%) T-SQL
5 4 (0.53%) VBA
6 3 (0.39%) Scala
7 2 (0.26%) JavaScript
7 2 (0.26%) Korn
7 2 (0.26%) PL/SQL
7 2 (0.26%) VB
8 1 (0.13%) Cypher
8 1 (0.13%) Java
8 1 (0.13%) LookML
8 1 (0.13%) PowerShell
8 1 (0.13%) SOQL
Qualifications
1 61 (8.03%) Security Cleared
2 48 (6.32%) SC Cleared
3 39 (5.13%) Degree
4 16 (2.11%) BPSS Clearance
5 14 (1.84%) DBS Check
6 4 (0.53%) Microsoft Certification
6 4 (0.53%) PMI Certification
7 3 (0.39%) Azure Certification
7 3 (0.39%) PMP
8 2 (0.26%) Numerate Degree
9 1 (0.13%) CBAP
9 1 (0.13%) CFA
9 1 (0.13%) CISM
9 1 (0.13%) CISSP
9 1 (0.13%) Computer Science Degree
9 1 (0.13%) CTC Cleared
9 1 (0.13%) DV Cleared
9 1 (0.13%) IIBA
9 1 (0.13%) ISEB
9 1 (0.13%) Master's Degree
Quality Assurance & Compliance
1 229 (30.13%) Data Quality
2 39 (5.13%) QA
3 32 (4.21%) GDPR
4 10 (1.32%) Accessibility
5 8 (1.05%) Actionable Recommendations
6 7 (0.92%) ISO/IEC 27001
7 5 (0.66%) GRC
7 5 (0.66%) SLA
8 4 (0.53%) PMO
9 3 (0.39%) Solvency II
10 2 (0.26%) IFRS
10 2 (0.26%) IFRS 17
11 1 (0.13%) California Consumer Privacy Act
11 1 (0.13%) EMIR
11 1 (0.13%) GMP
11 1 (0.13%) ISO 22301
11 1 (0.13%) ISO/IEC 20000
11 1 (0.13%) MiFID
11 1 (0.13%) SOC 2
System Software
1 4 (0.53%) Active Directory
2 1 (0.13%) Docker
2 1 (0.13%) Virtual Machines
Systems Management
1 2 (0.26%) Active Directory Federation Services
1 2 (0.26%) SCCM
2 1 (0.13%) Kubernetes
2 1 (0.13%) Single Sign-On
Vendors
1 92 (12.11%) Microsoft
2 61 (8.03%) Databricks
3 52 (6.84%) SAP
4 42 (5.53%) Oracle
5 17 (2.24%) Salesforce
6 15 (1.97%) Workday
7 14 (1.84%) Alteryx
8 12 (1.58%) Google
9 8 (1.05%) Informatica
9 8 (1.05%) Teradata
10 5 (0.66%) Baan
10 5 (0.66%) Bloomberg
10 5 (0.66%) Palantir
11 4 (0.53%) Foundry
11 4 (0.53%) ServiceNow
12 2 (0.26%) CODA
12 2 (0.26%) Facebook
12 2 (0.26%) NEC
12 2 (0.26%) Siemens
12 2 (0.26%) Splunk