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 5 October 2026.

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

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 188 150 169
Rank change year-on-year -38 +19 +8
Contract jobs requiring a Data Analyst 720 517 494
As % of all contract jobs in England 1.56% 1.85% 1.52%
As % of the Job Titles category 1.70% 2.03% 1.64%
Number of daily rates quoted 375 316 359
10th Percentile £259 £263 £281
25th Percentile £361 £358 £356
Median daily rate (50th Percentile) £438 £425 £451
Median % change year-on-year +2.94% -5.66% -5.16%
75th Percentile £538 £538 £556
90th Percentile £600 £638 £638
UK median daily rate £450 £435 £450
% change year-on-year +3.45% -3.33% -5.26%
Number of hourly rates quoted 77 28 20
10th Percentile £16.63 £20.91 £16.22
25th Percentile £21.25 £23.10 £19.37
Median hourly rate £30.00 £28.42 £26.46
Median % change year-on-year +5.58% +7.40% +20.26%
75th Percentile £48.00 £35.63 £32.00
90th Percentile £49.45 £62.53 £39.33
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 42,458 25,439 30,190
% of contract IT jobs with a recognized job title 92.08% 91.08% 93.07%
Number of daily rates quoted 25,019 16,376 18,496
10th Percentile £325 £278 £300
25th Percentile £425 £402 £413
Median daily rate (50th Percentile) £525 £512 £525
Median % change year-on-year +2.64% -2.57% -4.55%
75th Percentile £638 £625 £638
90th Percentile £738 £725 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -0.94%
Number of hourly rates quoted 3,652 1,417 1,343
10th Percentile £14.56 £13.79 £15.00
25th Percentile £20.48 £17.30 £21.25
Median hourly rate £42.50 £25.15 £43.90
Median % change year-on-year +68.99% -42.71% -4.32%
75th Percentile £67.89 £52.16 £67.50
90th Percentile £79.00 £70.00 £75.00
UK median hourly rate £41.74 £25.15 £42.50
% change year-on-year +65.94% -40.82% -4.49%

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 5 October 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 5 October 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 5 October 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 -42 322 £450 -5.26% 516
South East -25 107 £500 +17.65% 150
North of England -46 103 £423 +10.82% 181
Midlands +6 85 £411 +5.45% 109
South West -4 69 £500 +17.65% 47
West Midlands -12 65 £411 +2.81% 74
Yorkshire -37 48 £413 +10.00% 72
North West -27 44 £450 +12.50% 90
East of England +1 31 £359 -29.95% 50
East Midlands +3 20 £394 +5.00% 35
North East -26 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 5 October 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.

1 263 (36.53%) SQL
2 225 (31.25%) Data Quality
3 216 (30.00%) Business Intelligence
4 195 (27.08%) Power BI
4 195 (27.08%) Power Platform
5 176 (24.44%) Data Analysis
6 166 (23.06%) Analytics
7 143 (19.86%) Validation
8 140 (19.44%) Data Governance
9 137 (19.03%) Decision-Making
10 128 (17.78%) Data Modelling
11 120 (16.67%) Stakeholder Management
12 114 (15.83%) Microsoft Excel
13 113 (15.69%) Python
14 108 (15.00%) Migration
15 103 (14.31%) Problem-Solving
16 98 (13.61%) Visualisation
17 93 (12.92%) Actionable Insight
18 87 (12.08%) Microsoft
19 83 (11.53%) Stakeholder Engagement
20 81 (11.25%) Data Migration
21 80 (11.11%) Tableau
22 79 (10.97%) Azure
23 74 (10.28%) AI
24 71 (9.86%) Dashboard Development
25 66 (9.17%) Continuous Improvement
26 64 (8.89%) Agile
27 63 (8.75%) Security Cleared
28 58 (8.06%) Data Mapping
29 56 (7.78%) Databricks

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 12 (1.67%) SAS
2 8 (1.11%) Apache Spark
3 7 (0.97%) Confluence
4 5 (0.69%) SharePoint
5 4 (0.56%) Apache Airflow
5 4 (0.56%) Oracle Workflow
6 3 (0.42%) Apache
6 3 (0.42%) CMS
6 3 (0.42%) Jupyter
6 3 (0.42%) Palantir Foundry
7 1 (0.14%) WordPress
Applications
1 114 (15.83%) Microsoft Excel
2 9 (1.25%) Microsoft PowerPoint
2 9 (1.25%) Spreadsheet
3 8 (1.11%) MS Visio
4 6 (0.83%) Microsoft Office
4 6 (0.83%) SPSS
5 2 (0.28%) CATIA
6 1 (0.14%) Microsoft Project
6 1 (0.14%) Windchill
Business Applications
1 8 (1.11%) iTrent
1 8 (1.11%) SAP S/4HANA
2 6 (0.83%) SystmOne
3 5 (0.69%) NetSuite
3 5 (0.69%) Raiser’s Edge
4 4 (0.56%) Dynamics CRM
4 4 (0.56%) Teamcenter
5 3 (0.42%) Aladdin
5 3 (0.42%) Oracle ERP
6 2 (0.28%) Eikon
6 2 (0.28%) NEC Housing
6 2 (0.28%) Oracle Assets
6 2 (0.28%) Oracle EBS
6 2 (0.28%) Oracle Payables
6 2 (0.28%) Oracle Receivables
6 2 (0.28%) Salesforce CRM
6 2 (0.28%) SAP ERP
6 2 (0.28%) SAP MDG
6 2 (0.28%) SAP MM
6 2 (0.28%) SAP PM
Cloud Services
1 195 (27.08%) Power Platform
2 79 (10.97%) Azure
3 39 (5.42%) Snowflake
4 36 (5.00%) AWS
5 21 (2.92%) Azure Data Factory
5 21 (2.92%) SaaS
6 17 (2.36%) Power Automate
7 16 (2.22%) Azure Synapse Analytics
7 16 (2.22%) Microsoft Purview
8 10 (1.39%) GCP
9 8 (1.11%) Azure DevOps
9 8 (1.11%) Collibra
10 7 (0.97%) Azure Cosmos DB
10 7 (0.97%) Microsoft Copilot
11 6 (0.83%) Dynamics 365
11 6 (0.83%) SuccessFactors
12 5 (0.69%) Alation
12 5 (0.69%) PowerApps
13 4 (0.56%) Miro
13 4 (0.56%) OCI
Communications & Networking
1 4 (0.56%) Internet
2 3 (0.42%) Firewall
3 2 (0.28%) Broadband
4 1 (0.14%) Cisco IPT
4 1 (0.14%) Network Security
Database & Business Intelligence
1 195 (27.08%) Power BI
2 80 (11.11%) Tableau
3 50 (6.94%) Data Warehouse
4 40 (5.56%) Metadata
5 21 (2.92%) Relational Database
6 20 (2.78%) Power Query
7 17 (2.36%) Data Lake
8 14 (1.94%) Looker
9 13 (1.81%) SQL Server
10 11 (1.53%) Big Data
11 9 (1.25%) Qlik Sense
12 8 (1.11%) Amazon Athena
13 6 (0.83%) BigQuery
14 5 (0.69%) Amazon QuickSight
14 5 (0.69%) BusinessObjects
14 5 (0.69%) GIS
14 5 (0.69%) NoSQL
14 5 (0.69%) PowerPivot
14 5 (0.69%) SAP BW
15 4 (0.56%) PostgreSQL
Development Applications
1 17 (2.36%) JIRA
2 4 (0.56%) Oracle Forms
3 2 (0.28%) Git
3 2 (0.28%) GitLab
4 1 (0.14%) SQL Server Management Studio (SSMS)
General
1 194 (26.94%) Analytical Skills
2 166 (23.06%) Social Skills
3 164 (22.78%) Finance
4 59 (8.19%) Public Sector
5 57 (7.92%) Banking
6 42 (5.83%) Marketing
7 32 (4.44%) Retail
8 26 (3.61%) Legal
9 20 (2.78%) Inclusion and Diversity
10 14 (1.94%) Documentation Skills
11 13 (1.81%) Local Government
12 11 (1.53%) Aerospace
12 11 (1.53%) Investment Banking
12 11 (1.53%) Organisational Skills
13 9 (1.25%) Manufacturing
13 9 (1.25%) Military
14 8 (1.11%) Automotive
14 8 (1.11%) Presentation Skills
15 7 (0.97%) Pharmaceutical
15 7 (0.97%) Telecoms
Libraries, Frameworks & Software Standards
1 11 (1.53%) PySpark
2 10 (1.39%) Oracle Fusion
3 5 (0.69%) EDI
3 5 (0.69%) JSON
3 5 (0.69%) Pandas
4 3 (0.42%) REST
5 2 (0.28%) Apache Avro
5 2 (0.28%) Django
5 2 (0.28%) HTML
5 2 (0.28%) Kafka
5 2 (0.28%) Microsoft Graph
5 2 (0.28%) SOAP
5 2 (0.28%) XML
6 1 (0.14%) GraphQL
6 1 (0.14%) SAML
6 1 (0.14%) Spring
6 1 (0.14%) Spring Boot
6 1 (0.14%) YAML
Miscellaneous
1 56 (7.78%) Data Structures
2 35 (4.86%) Legacy Systems
3 21 (2.92%) Product Ownership
4 20 (2.78%) Management Information System
5 16 (2.22%) Onboarding
6 15 (2.08%) Analytical Mindset
7 10 (1.39%) Data Centre
8 8 (1.11%) FMCG
9 7 (0.97%) Taxonomies
10 6 (0.83%) Data Protection Act
10 6 (0.83%) Enterprise Software
10 6 (0.83%) Self-Motivation
11 5 (0.69%) Credit Risk
12 4 (0.56%) Fixed Income
12 4 (0.56%) NHS
12 4 (0.56%) Reference Data
13 3 (0.42%) Marketing Technology
13 3 (0.42%) Pricing Data
13 3 (0.42%) Public Cloud
13 3 (0.42%) Social Media
Operating Systems
1 4 (0.56%) Windows
2 3 (0.42%) Linux
3 2 (0.28%) Ubuntu
4 1 (0.14%) VMS
Processes & Methodologies
1 216 (30.00%) Business Intelligence
2 176 (24.44%) Data Analysis
3 166 (23.06%) Analytics
4 143 (19.86%) Validation
5 140 (19.44%) Data Governance
6 137 (19.03%) Decision-Making
7 128 (17.78%) Data Modelling
8 120 (16.67%) Stakeholder Management
9 108 (15.00%) Migration
10 103 (14.31%) Problem-Solving
11 98 (13.61%) Visualisation
12 93 (12.92%) Actionable Insight
13 83 (11.53%) Stakeholder Engagement
14 81 (11.25%) Data Migration
15 74 (10.28%) AI
16 71 (9.86%) Dashboard Development
17 66 (9.17%) Continuous Improvement
18 64 (8.89%) Agile
19 58 (8.06%) Data Mapping
20 54 (7.50%) ETL
Programming Languages
1 263 (36.53%) SQL
2 113 (15.69%) Python
3 35 (4.86%) R
4 22 (3.06%) Data Analysis Expressions
5 5 (0.69%) Korn
6 3 (0.42%) T-SQL
7 2 (0.28%) JavaScript
7 2 (0.28%) PL/SQL
7 2 (0.28%) Scala
8 1 (0.14%) Cypher
8 1 (0.14%) Java
8 1 (0.14%) LookML
8 1 (0.14%) SOQL
8 1 (0.14%) VB
8 1 (0.14%) VBA
Qualifications
1 63 (8.75%) Security Cleared
2 51 (7.08%) SC Cleared
3 39 (5.42%) Degree
4 17 (2.36%) BPSS Clearance
5 9 (1.25%) DBS Check
6 4 (0.56%) Microsoft Certification
6 4 (0.56%) PMI Certification
7 3 (0.42%) Azure Certification
7 3 (0.42%) PMP
8 2 (0.28%) Numerate Degree
9 1 (0.14%) CBAP
9 1 (0.14%) CFA
9 1 (0.14%) CISM
9 1 (0.14%) CIW
9 1 (0.14%) Computer Science Degree
9 1 (0.14%) CTC Cleared
9 1 (0.14%) DV Cleared
9 1 (0.14%) IIBA
9 1 (0.14%) ISEB
9 1 (0.14%) Master's Degree
Quality Assurance & Compliance
1 225 (31.25%) Data Quality
2 35 (4.86%) QA
3 31 (4.31%) GDPR
4 11 (1.53%) Actionable Recommendations
5 8 (1.11%) Accessibility
6 7 (0.97%) GRC
6 7 (0.97%) ISO/IEC 27001
7 5 (0.69%) SLA
8 4 (0.56%) PMO
9 3 (0.42%) Solvency II
10 2 (0.28%) IFRS
10 2 (0.28%) IFRS 17
11 1 (0.14%) California Consumer Privacy Act
11 1 (0.14%) EMIR
11 1 (0.14%) GMP
11 1 (0.14%) ISO 22301
11 1 (0.14%) ISO/IEC 20000
11 1 (0.14%) MiFID
11 1 (0.14%) SOC 2
System Software
1 4 (0.56%) Active Directory
2 1 (0.14%) Docker
2 1 (0.14%) Virtual Machines
Systems Management
1 2 (0.28%) SCCM
2 1 (0.14%) Active Directory Federation Services
2 1 (0.14%) Single Sign-On
Vendors
1 87 (12.08%) Microsoft
2 56 (7.78%) Databricks
3 39 (5.42%) SAP
4 33 (4.58%) Oracle
5 14 (1.94%) Salesforce
6 13 (1.81%) Alteryx
7 12 (1.67%) Google
8 11 (1.53%) Workday
9 8 (1.11%) Informatica
9 8 (1.11%) Teradata
10 5 (0.69%) Baan
11 4 (0.56%) Bloomberg
11 4 (0.56%) Palantir
11 4 (0.56%) ServiceNow
12 3 (0.42%) Foundry
13 2 (0.28%) Facebook
13 2 (0.28%) IBM
13 2 (0.28%) NEC
13 2 (0.28%) Orchard
13 2 (0.28%) Siemens