Data Analyst Contract Job Trends in England

Data Analyst
UK > England

The median Data Analyst daily rate in England is £425, according to job vacancies posted in the 6 months leading up to 18 June 2026.

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

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 152 141 169
Rank change year-on-year -11 +28 -8
Contract jobs requiring a Data Analyst 720 489 550
As % of all contract jobs in England 1.67% 1.97% 1.46%
As % of the Job Titles category 1.81% 2.13% 1.57%
Number of daily rates quoted 413 324 393
10th Percentile £263 £278 £284
25th Percentile £350 £374 £363
Median daily rate (50th Percentile) £425 £450 £450
Median % change year-on-year -5.56% - -5.26%
75th Percentile £538 £550 £544
90th Percentile £600 £659 £629
UK median daily rate £430 £450 £450
% change year-on-year -4.44% - -5.26%
Number of hourly rates quoted 60 32 19
10th Percentile £22.08 £18.48 £13.50
25th Percentile £26.32 £22.75 £15.56
Median hourly rate £30.27 £26.94 £21.43
Median % change year-on-year +12.37% +25.70% -3.29%
75th Percentile £48.88 £31.73 £40.00
90th Percentile £71.02 £34.95 £41.75
UK median hourly rate £30.14 £26.50 £21.66
% change year-on-year +13.72% +22.35% +5.81%

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 39,699 22,906 35,015
% of contract IT jobs with a recognized job title 92.35% 92.33% 92.86%
Number of daily rates quoted 24,420 15,063 22,824
10th Percentile £325 £293 £288
25th Percentile £415 £405 £413
Median daily rate (50th Percentile) £520 £513 £525
Median % change year-on-year +1.46% -2.38% -4.55%
75th Percentile £625 £635 £638
90th Percentile £733 £750 £750
UK median daily rate £515 £500 £525
% change year-on-year +3.00% -4.76% -2.33%
Number of hourly rates quoted 2,798 1,026 2,684
10th Percentile £15.92 £14.00 £12.86
25th Percentile £21.28 £18.13 £16.58
Median hourly rate £45.00 £28.75 £39.53
Median % change year-on-year +56.52% -27.26% -12.17%
75th Percentile £67.50 £58.75 £62.50
90th Percentile £80.00 £75.00 £74.00
UK median hourly rate £43.61 £27.50 £37.50
% change year-on-year +58.56% -26.67% -16.67%

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 18 June 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 18 June 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 18 June 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 -16 336 £460 -8.00% 61
South East -15 109 £378 -16.11% 81
North of England -29 98 £420 +0.60% 66
Midlands -9 88 £425 +6.25% 27
West Midlands -20 63 £416 +4.06% 12
South West +8 57 £525 +28.36% 22
Yorkshire -35 49 £388 -1.59% 23
North West -14 46 £450 +7.78% 34
East Midlands -4 25 £425 +8.97% 15
East of England -10 24 £360 +10.77% 15
North East -40 5 £413 -15.38% 10
Data Analyst
UK

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

For the 6 months to 18 June 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.

1 269 (37.36%) SQL
2 219 (30.42%) Business Intelligence
3 198 (27.50%) Data Quality
3 198 (27.50%) Power Platform
4 197 (27.36%) Power BI
5 166 (23.06%) Analytics
6 154 (21.39%) Data Analysis
7 139 (19.31%) Data Modelling
8 136 (18.89%) Decision-Making
9 127 (17.64%) Python
10 120 (16.67%) Data Governance
11 119 (16.53%) Migration
12 117 (16.25%) Microsoft Excel
13 115 (15.97%) Validation
14 108 (15.00%) Visualisation
15 104 (14.44%) Problem-Solving
16 92 (12.78%) Actionable Insight
17 88 (12.22%) Azure
17 88 (12.22%) Tableau
18 84 (11.67%) Dashboard Development
19 80 (11.11%) Stakeholder Management
20 78 (10.83%) Data Migration
21 77 (10.69%) Stakeholder Engagement
22 68 (9.44%) ETL
23 67 (9.31%) Agile
23 67 (9.31%) Data Visualisation
24 66 (9.17%) Security Cleared
25 63 (8.75%) Microsoft
26 62 (8.61%) Databricks
27 61 (8.47%) Data Management

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 9 (1.25%) SAS
2 8 (1.11%) Apache Spark
2 8 (1.11%) SharePoint
3 6 (0.83%) Confluence
4 5 (0.69%) Apache Airflow
5 4 (0.56%) CMS
6 3 (0.42%) Apache
7 1 (0.14%) ArcGIS
7 1 (0.14%) Jupyter
7 1 (0.14%) Palantir Foundry
7 1 (0.14%) WordPress
Applications
1 117 (16.25%) Microsoft Excel
2 12 (1.67%) Spreadsheet
3 7 (0.97%) Microsoft Office
4 6 (0.83%) Microsoft PowerPoint
4 6 (0.83%) MS Visio
5 2 (0.28%) CATIA
6 1 (0.14%) Microsoft Project
6 1 (0.14%) SPSS
Business Applications
1 12 (1.67%) iTrent
2 11 (1.53%) SystmOne
3 7 (0.97%) NetSuite
3 7 (0.97%) SAP S/4HANA
4 6 (0.83%) Oracle EBS
5 4 (0.56%) Adobe Campaign
6 3 (0.42%) Dynamics CRM
6 3 (0.42%) Eloqua
6 3 (0.42%) Salesforce CRM
6 3 (0.42%) SAP R/3
7 2 (0.28%) Aladdin
7 2 (0.28%) Markit EDM
7 2 (0.28%) Maximo
7 2 (0.28%) NEC Housing
7 2 (0.28%) Oracle EBS R12
7 2 (0.28%) Oracle Procure-to-Pay
7 2 (0.28%) SAP ERP
7 2 (0.28%) Teamcenter
8 1 (0.14%) SAP MDG
8 1 (0.14%) Workday HCM
Cloud Services
1 198 (27.50%) Power Platform
2 88 (12.22%) Azure
3 53 (7.36%) AWS
4 34 (4.72%) Snowflake
5 21 (2.92%) Azure Data Factory
5 21 (2.92%) SaaS
6 13 (1.81%) SuccessFactors
7 11 (1.53%) Amazon S3
7 11 (1.53%) Microsoft Purview
8 10 (1.39%) GCP
9 9 (1.25%) Azure Synapse Analytics
10 8 (1.11%) Collibra
11 7 (0.97%) Azure DevOps
12 6 (0.83%) Google Analytics
13 5 (0.69%) AWS Lambda
13 5 (0.69%) Fivetran
13 5 (0.69%) Power Automate
13 5 (0.69%) Serverless
14 4 (0.56%) dbt
14 4 (0.56%) OCI
Database & Business Intelligence
1 197 (27.36%) Power BI
2 88 (12.22%) Tableau
3 57 (7.92%) Data Warehouse
4 45 (6.25%) Metadata
5 19 (2.64%) Power Query
6 16 (2.22%) Data Lake
7 15 (2.08%) Big Data
7 15 (2.08%) Relational Database
8 10 (1.39%) Looker
8 10 (1.39%) Oracle Reports
8 10 (1.39%) Qlik Sense
9 8 (1.11%) BigQuery
9 8 (1.11%) Hadoop
10 7 (0.97%) Amazon Redshift
11 6 (0.83%) NoSQL
11 6 (0.83%) SQL Server
12 4 (0.56%) Amazon RDS
12 4 (0.56%) OLAP
12 4 (0.56%) PowerPivot
12 4 (0.56%) SQL Server Integration Services
Development Applications
1 15 (2.08%) JIRA
2 6 (0.83%) MSI
3 3 (0.42%) Git
4 2 (0.28%) GitLab
4 2 (0.28%) MLflow
4 2 (0.28%) SQL Server Management Studio (SSMS)
5 1 (0.14%) GCC
5 1 (0.14%) Postman
General
1 198 (27.50%) Analytical Skills
2 174 (24.17%) Finance
3 150 (20.83%) Social Skills
4 60 (8.33%) Public Sector
5 54 (7.50%) Banking
6 35 (4.86%) Marketing
7 20 (2.78%) Inclusion and Diversity
8 15 (2.08%) Documentation Skills
9 13 (1.81%) Legal
10 12 (1.67%) Retail
11 11 (1.53%) Organisational Skills
12 10 (1.39%) Investment Banking
12 10 (1.39%) Local Government
12 10 (1.39%) Presentation Skills
13 9 (1.25%) Manufacturing
14 7 (0.97%) Aerospace
14 7 (0.97%) Front Office
14 7 (0.97%) Influencing Skills
14 7 (0.97%) Law
15 5 (0.69%) Automotive
Libraries, Frameworks & Software Standards
1 11 (1.53%) PySpark
2 10 (1.39%) Pandas
3 6 (0.83%) Oracle Fusion
3 6 (0.83%) XML
4 5 (0.69%) JDO
5 4 (0.56%) JSON
5 4 (0.56%) REST
5 4 (0.56%) SOAP
5 4 (0.56%) YAML
6 3 (0.42%) EDI
6 3 (0.42%) GeoJSON
6 3 (0.42%) NumPy
7 2 (0.28%) Kafka
7 2 (0.28%) Microsoft Graph
7 2 (0.28%) Node.js
7 2 (0.28%) PyTorch
7 2 (0.28%) Web Services
8 1 (0.14%) Next.js
8 1 (0.14%) Playwright
8 1 (0.14%) Seaborn
Miscellaneous
1 51 (7.08%) Data Structures
2 28 (3.89%) Legacy Systems
3 19 (2.64%) Analytical Mindset
4 17 (2.36%) Management Information System
5 14 (1.94%) Data Centre
6 11 (1.53%) Onboarding
7 9 (1.25%) Product Ownership
7 9 (1.25%) Self-Motivation
8 8 (1.11%) Data Protection Act
9 7 (0.97%) NHS
10 5 (0.69%) Credit Risk
10 5 (0.69%) Fixed Income
11 4 (0.56%) Derivative
11 4 (0.56%) Equities
11 4 (0.56%) Foreign Exchange (FX)
11 4 (0.56%) Hedge funds
11 4 (0.56%) Marketing Technology
11 4 (0.56%) Reinsurance
12 3 (0.42%) Public Cloud
12 3 (0.42%) Reference Data
Operating Systems
1 3 (0.42%) Windows
2 2 (0.28%) Linux
2 2 (0.28%) Ubuntu
3 1 (0.14%) VMS
Processes & Methodologies
1 219 (30.42%) Business Intelligence
2 166 (23.06%) Analytics
3 154 (21.39%) Data Analysis
4 139 (19.31%) Data Modelling
5 136 (18.89%) Decision-Making
6 120 (16.67%) Data Governance
7 119 (16.53%) Migration
8 115 (15.97%) Validation
9 108 (15.00%) Visualisation
10 104 (14.44%) Problem-Solving
11 92 (12.78%) Actionable Insight
12 84 (11.67%) Dashboard Development
13 80 (11.11%) Stakeholder Management
14 78 (10.83%) Data Migration
15 77 (10.69%) Stakeholder Engagement
16 68 (9.44%) ETL
17 67 (9.31%) Agile
17 67 (9.31%) Data Visualisation
18 61 (8.47%) Data Management
19 60 (8.33%) AI
Programming Languages
1 269 (37.36%) SQL
2 127 (17.64%) Python
3 37 (5.14%) R
4 13 (1.81%) Data Analysis Expressions
4 13 (1.81%) VBA
5 3 (0.42%) Korn
5 3 (0.42%) Scala
5 3 (0.42%) VB
6 2 (0.28%) PowerShell
6 2 (0.28%) T-SQL
7 1 (0.14%) Java
7 1 (0.14%) LookML
Qualifications
1 66 (9.17%) Security Cleared
2 49 (6.81%) SC Cleared
3 36 (5.00%) Degree
4 19 (2.64%) BPSS Clearance
5 12 (1.67%) DBS Check
6 6 (0.83%) Master's Degree
7 2 (0.28%) Computer Science Degree
7 2 (0.28%) Numerate Degree
7 2 (0.28%) PhD
7 2 (0.28%) PMI Certification
8 1 (0.14%) CBAP
8 1 (0.14%) CTC Cleared
8 1 (0.14%) ISEB
8 1 (0.14%) ITIL Certification
8 1 (0.14%) Microsoft Certification
8 1 (0.14%) PMP
Quality Assurance & Compliance
1 198 (27.50%) Data Quality
2 32 (4.44%) GDPR
2 32 (4.44%) QA
3 7 (0.97%) Actionable Recommendations
4 6 (0.83%) Accessibility
4 6 (0.83%) ISO/IEC 27001
4 6 (0.83%) PMO
5 5 (0.69%) Solvency II
6 4 (0.56%) SLA
7 3 (0.42%) California Consumer Privacy Act
8 2 (0.28%) GRC
8 2 (0.28%) IFRS
8 2 (0.28%) IFRS 17
9 1 (0.14%) FATCA
9 1 (0.14%) GAAP
9 1 (0.14%) GMP
9 1 (0.14%) ISO 22301
9 1 (0.14%) ISO 9001
9 1 (0.14%) ISO/IEC 20000
System Software
1 2 (0.28%) Active Directory
1 2 (0.28%) Docker
1 2 (0.28%) Virtual Machines
Systems Management
1 3 (0.42%) Kubernetes
1 3 (0.42%) Terraform
2 2 (0.28%) Active Directory Federation Services
3 1 (0.14%) Grafana
3 1 (0.14%) Kibana
3 1 (0.14%) Single Sign-On
Vendors
1 63 (8.75%) Microsoft
2 62 (8.61%) Databricks
3 45 (6.25%) SAP
4 39 (5.42%) Oracle
5 23 (3.19%) Salesforce
6 16 (2.22%) Workday
7 10 (1.39%) Google
8 7 (0.97%) Alteryx
9 6 (0.83%) Adobe
9 6 (0.83%) ServiceNow
10 5 (0.69%) Atlassian
10 5 (0.69%) IBM
10 5 (0.69%) Informatica
11 4 (0.56%) MuleSoft
11 4 (0.56%) Salesforce Marketing Cloud
11 4 (0.56%) Teradata
12 3 (0.42%) Baan
12 3 (0.42%) Foundry
12 3 (0.42%) Palantir
12 3 (0.42%) Splunk