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 25 September 2026.

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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 180 146 165
Rank change year-on-year -34 +19 +16
Contract jobs requiring a Data Analyst 747 528 497
As % of all contract jobs in England 1.61% 1.90% 1.51%
As % of the Job Titles category 1.74% 2.08% 1.63%
Number of daily rates quoted 388 325 363
10th Percentile £258 £263 £276
25th Percentile £356 £358 £356
Median daily rate (50th Percentile) £438 £425 £460
Median % change year-on-year +2.94% -7.61% -3.16%
75th Percentile £538 £538 £556
90th Percentile £591 £638 £638
UK median daily rate £450 £425 £450
% change year-on-year +5.88% -5.56% -
Number of hourly rates quoted 79 26 20
10th Percentile £17.19 £20.84 £16.22
25th Percentile £21.25 £22.39 £19.37
Median hourly rate £30.00 £27.44 £26.46
Median % change year-on-year +9.34% +3.70% +23.06%
75th Percentile £48.00 £34.71 £32.00
90th Percentile £49.35 £40.65 £39.33
UK median hourly rate £30.00 £26.94 £21.66
% change year-on-year +11.37% +24.37% +1.07%

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 42,921 25,440 30,511
% of contract IT jobs with a recognized job title 92.23% 91.33% 92.99%
Number of daily rates quoted 25,465 16,413 18,833
10th Percentile £325 £280 £300
25th Percentile £425 £402 £413
Median daily rate (50th Percentile) £525 £510 £525
Median % change year-on-year +2.94% -2.86% -4.11%
75th Percentile £638 £625 £638
90th Percentile £738 £735 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -0.94%
Number of hourly rates quoted 3,560 1,395 1,422
10th Percentile £14.82 £13.76 £14.84
25th Percentile £20.75 £17.44 £21.37
Median hourly rate £42.50 £25.15 £46.18
Median % change year-on-year +68.99% -45.54% +2.62%
75th Percentile £68.00 £53.75 £67.50
90th Percentile £80.00 £70.10 £75.00
UK median hourly rate £42.00 £25.15 £43.00
% change year-on-year +67.00% -41.51% -3.37%

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 25 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 25 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 25 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 -43 330 £450 -5.26% 459
South East -29 116 £500 +17.65% 129
North of England -29 108 £425 +13.33% 150
Midlands 0 86 £410 +5.13% 91
South West -4 72 £475 +11.76% 47
West Midlands -6 64 £410 +2.50% 53
Yorkshire -31 55 £419 +20.16% 58
North West -35 42 £450 +12.50% 70
East of England -7 33 £359 -29.95% 35
East Midlands +3 22 £413 +10.00% 38
North East -31 14 £425 -30.61% 23
Data Analyst
UK

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

For the 6 months to 25 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.

1 262 (35.07%) SQL
2 225 (30.12%) Data Quality
3 224 (29.99%) Business Intelligence
4 205 (27.44%) Power BI
4 205 (27.44%) Power Platform
5 183 (24.50%) Data Analysis
6 167 (22.36%) Analytics
7 145 (19.41%) Decision-Making
8 142 (19.01%) Data Governance
9 137 (18.34%) Validation
10 132 (17.67%) Data Modelling
11 126 (16.87%) Microsoft Excel
12 118 (15.80%) Stakeholder Management
13 117 (15.66%) Python
14 108 (14.46%) Migration
15 107 (14.32%) Problem-Solving
16 101 (13.52%) Visualisation
17 96 (12.85%) Actionable Insight
18 91 (12.18%) Microsoft
19 86 (11.51%) Azure
20 84 (11.24%) Tableau
21 83 (11.11%) Stakeholder Engagement
22 78 (10.44%) Data Migration
23 76 (10.17%) AI
24 73 (9.77%) Dashboard Development
25 72 (9.64%) Continuous Improvement
26 64 (8.57%) Agile
27 62 (8.30%) Security Cleared
28 59 (7.90%) Databricks
29 58 (7.76%) 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 (1.74%) SAS
2 8 (1.07%) Apache Spark
3 6 (0.80%) Confluence
4 5 (0.67%) SharePoint
5 4 (0.54%) Apache Airflow
5 4 (0.54%) Oracle Workflow
6 3 (0.40%) Apache
6 3 (0.40%) CMS
6 3 (0.40%) Jupyter
6 3 (0.40%) Palantir Foundry
7 1 (0.13%) WordPress
Applications
1 126 (16.87%) Microsoft Excel
2 11 (1.47%) Spreadsheet
3 10 (1.34%) Microsoft PowerPoint
4 8 (1.07%) MS Visio
5 7 (0.94%) Microsoft Office
6 6 (0.80%) SPSS
7 2 (0.27%) CATIA
8 1 (0.13%) Microsoft Project
8 1 (0.13%) Windchill
Business Applications
1 12 (1.61%) iTrent
2 10 (1.34%) SAP S/4HANA
3 7 (0.94%) SystmOne
4 6 (0.80%) NetSuite
5 5 (0.67%) Raiser’s Edge
6 3 (0.40%) Aladdin
6 3 (0.40%) Oracle ERP
6 3 (0.40%) Teamcenter
7 2 (0.27%) Bloomberg TOMS
7 2 (0.27%) Dynamics CRM
7 2 (0.27%) Eikon
7 2 (0.27%) NEC Housing
7 2 (0.27%) Oracle Assets
7 2 (0.27%) Oracle Payables
7 2 (0.27%) Oracle Receivables
7 2 (0.27%) Salesforce CRM
7 2 (0.27%) SAP ERP
7 2 (0.27%) SAP MDG
7 2 (0.27%) SAP MM
7 2 (0.27%) SAP PM
Cloud Services
1 205 (27.44%) Power Platform
2 86 (11.51%) Azure
3 41 (5.49%) AWS
4 40 (5.35%) Snowflake
5 21 (2.81%) SaaS
6 20 (2.68%) Azure Data Factory
7 17 (2.28%) Power Automate
8 15 (2.01%) Azure Synapse Analytics
8 15 (2.01%) Microsoft Purview
9 11 (1.47%) SuccessFactors
10 10 (1.34%) Collibra
10 10 (1.34%) GCP
11 7 (0.94%) Azure Cosmos DB
11 7 (0.94%) Azure DevOps
11 7 (0.94%) Microsoft Copilot
12 5 (0.67%) Alation
12 5 (0.67%) Amazon S3
12 5 (0.67%) Dynamics 365
12 5 (0.67%) Microsoft 365
12 5 (0.67%) PowerApps
Communications & Networking
1 4 (0.54%) Internet
2 3 (0.40%) Firewall
3 2 (0.27%) Broadband
4 1 (0.13%) Cisco IPT
4 1 (0.13%) Network Security
Database & Business Intelligence
1 205 (27.44%) Power BI
2 84 (11.24%) Tableau
3 48 (6.43%) Data Warehouse
4 43 (5.76%) Metadata
5 22 (2.95%) Power Query
6 20 (2.68%) Relational Database
7 16 (2.14%) Data Lake
8 13 (1.74%) Looker
9 11 (1.47%) Big Data
9 11 (1.47%) SQL Server
10 9 (1.20%) Amazon Athena
10 9 (1.20%) Qlik Sense
11 5 (0.67%) Amazon QuickSight
11 5 (0.67%) BigQuery
11 5 (0.67%) BusinessObjects
11 5 (0.67%) GIS
11 5 (0.67%) NoSQL
11 5 (0.67%) PowerPivot
12 4 (0.54%) PostgreSQL
12 4 (0.54%) SAP BW
Development Applications
1 16 (2.14%) JIRA
2 4 (0.54%) Oracle Forms
3 2 (0.27%) Git
3 2 (0.27%) GitLab
4 1 (0.13%) SQL Server Management Studio (SSMS)
General
1 201 (26.91%) Analytical Skills
2 173 (23.16%) Social Skills
3 172 (23.03%) Finance
4 62 (8.30%) Banking
5 59 (7.90%) Public Sector
6 45 (6.02%) Marketing
7 31 (4.15%) Retail
8 26 (3.48%) Legal
9 22 (2.95%) Inclusion and Diversity
10 15 (2.01%) Local Government
11 14 (1.87%) Documentation Skills
11 14 (1.87%) Organisational Skills
12 12 (1.61%) Investment Banking
13 9 (1.20%) Aerospace
13 9 (1.20%) Military
13 9 (1.20%) Presentation Skills
14 8 (1.07%) Automotive
14 8 (1.07%) Manufacturing
15 7 (0.94%) Pharmaceutical
16 6 (0.80%) Telecoms
Libraries, Frameworks & Software Standards
1 13 (1.74%) PySpark
2 9 (1.20%) Oracle Fusion
3 6 (0.80%) JSON
3 6 (0.80%) Pandas
4 5 (0.67%) EDI
5 3 (0.40%) REST
6 2 (0.27%) Apache Avro
6 2 (0.27%) Django
6 2 (0.27%) HTML
6 2 (0.27%) Kafka
6 2 (0.27%) Microsoft Graph
6 2 (0.27%) SOAP
6 2 (0.27%) XML
7 1 (0.13%) Great Expectations
7 1 (0.13%) Middleware
7 1 (0.13%) NumPy
7 1 (0.13%) PyTorch
7 1 (0.13%) SAML
7 1 (0.13%) Spring
7 1 (0.13%) YAML
Miscellaneous
1 52 (6.96%) Data Structures
2 32 (4.28%) Legacy Systems
3 22 (2.95%) Management Information System
4 21 (2.81%) Product Ownership
5 17 (2.28%) Onboarding
6 16 (2.14%) Analytical Mindset
7 10 (1.34%) Data Centre
8 8 (1.07%) FMCG
9 7 (0.94%) Data Protection Act
10 6 (0.80%) Credit Risk
10 6 (0.80%) Enterprise Software
10 6 (0.80%) Taxonomies
11 5 (0.67%) NHS
11 5 (0.67%) Reference Data
11 5 (0.67%) Self-Motivation
12 4 (0.54%) Fixed Income
12 4 (0.54%) Public Cloud
13 3 (0.40%) Pricing Data
13 3 (0.40%) Reinsurance
13 3 (0.40%) Social Media
Operating Systems
1 5 (0.67%) Windows
2 3 (0.40%) Linux
3 2 (0.27%) Ubuntu
4 1 (0.13%) VMS
Processes & Methodologies
1 224 (29.99%) Business Intelligence
2 183 (24.50%) Data Analysis
3 167 (22.36%) Analytics
4 145 (19.41%) Decision-Making
5 142 (19.01%) Data Governance
6 137 (18.34%) Validation
7 132 (17.67%) Data Modelling
8 118 (15.80%) Stakeholder Management
9 108 (14.46%) Migration
10 107 (14.32%) Problem-Solving
11 101 (13.52%) Visualisation
12 96 (12.85%) Actionable Insight
13 83 (11.11%) Stakeholder Engagement
14 78 (10.44%) Data Migration
15 76 (10.17%) AI
16 73 (9.77%) Dashboard Development
17 72 (9.64%) Continuous Improvement
18 64 (8.57%) Agile
19 58 (7.76%) Data Mapping
20 55 (7.36%) Data Lineage
Programming Languages
1 262 (35.07%) SQL
2 117 (15.66%) Python
3 36 (4.82%) R
4 23 (3.08%) Data Analysis Expressions
5 4 (0.54%) Korn
5 4 (0.54%) T-SQL
6 3 (0.40%) Scala
6 3 (0.40%) VBA
7 2 (0.27%) JavaScript
7 2 (0.27%) PL/SQL
7 2 (0.27%) VB
8 1 (0.13%) Cypher
8 1 (0.13%) Java
8 1 (0.13%) PowerShell
8 1 (0.13%) SOQL
Qualifications
1 62 (8.30%) Security Cleared
2 50 (6.69%) SC Cleared
3 39 (5.22%) Degree
4 17 (2.28%) BPSS Clearance
5 10 (1.34%) DBS Check
6 4 (0.54%) Microsoft Certification
6 4 (0.54%) PMI Certification
7 3 (0.40%) Azure Certification
7 3 (0.40%) PMP
8 2 (0.27%) 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
1 225 (30.12%) Data Quality
2 34 (4.55%) QA
3 31 (4.15%) GDPR
4 10 (1.34%) Actionable Recommendations
5 9 (1.20%) Accessibility
6 7 (0.94%) ISO/IEC 27001
7 6 (0.80%) GRC
8 4 (0.54%) PMO
8 4 (0.54%) SLA
9 3 (0.40%) Solvency II
10 2 (0.27%) IFRS
10 2 (0.27%) 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 (0.54%) Active Directory
2 1 (0.13%) Docker
2 1 (0.13%) Virtual Machines
Systems Management
1 2 (0.27%) SCCM
2 1 (0.13%) Active Directory Federation Services
2 1 (0.13%) Kubernetes
2 1 (0.13%) Single Sign-On
Vendors
1 91 (12.18%) Microsoft
2 59 (7.90%) Databricks
3 49 (6.56%) SAP
4 39 (5.22%) Oracle
5 16 (2.14%) Salesforce
6 15 (2.01%) Workday
7 14 (1.87%) Alteryx
8 12 (1.61%) Google
9 8 (1.07%) Informatica
9 8 (1.07%) Teradata
10 5 (0.67%) Baan
10 5 (0.67%) Bloomberg
11 4 (0.54%) Palantir
11 4 (0.54%) ServiceNow
12 3 (0.40%) Foundry
13 2 (0.27%) CODA
13 2 (0.27%) Facebook
13 2 (0.27%) NEC
13 2 (0.27%) Siemens
13 2 (0.27%) Splunk