Data Analyst Contract Job Trends in England

Data Analyst
UK > England

The median Data Analyst daily rate in England is £437, according to job vacancies posted in the 6 months leading up to 30 July 2026.

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

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 154 143 169
Rank change year-on-year -11 +26 -2
Contract jobs requiring a Data Analyst 771 540 497
As % of all contract jobs in England 1.71% 1.96% 1.46%
As % of the Job Titles category 1.84% 2.14% 1.57%
Number of daily rates quoted 418 345 355
10th Percentile £259 £263 £268
25th Percentile £356 £358 £359
Median daily rate (50th Percentile) £437 £435 £450
Median % change year-on-year +0.52% -3.33% -5.26%
75th Percentile £538 £540 £541
90th Percentile £600 £658 £625
UK median daily rate £450 £441 £450
% change year-on-year +2.16% -2.11% -5.26%
Number of hourly rates quoted 75 27 20
10th Percentile £18.00 £17.45 £16.22
25th Percentile £23.35 £21.64 £19.50
Median hourly rate £30.00 £26.50 £29.50
Median % change year-on-year +13.21% -10.17% +29.67%
75th Percentile £48.75 £31.82 £40.00
90th Percentile £53.65 £34.80 £40.88
UK median hourly rate £30.00 £25.01 £21.66
% change year-on-year +19.95% +15.47% +2.90%

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 41,843 25,227 31,663
% of contract IT jobs with a recognized job title 92.58% 91.72% 92.93%
Number of daily rates quoted 25,472 16,394 20,893
10th Percentile £328 £288 £300
25th Percentile £425 £402 £413
Median daily rate (50th Percentile) £525 £510 £525
Median % change year-on-year +2.94% -2.86% -4.55%
75th Percentile £625 £625 £638
90th Percentile £738 £738 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -1.87%
Number of hourly rates quoted 3,058 1,280 1,957
10th Percentile £15.99 £13.74 £14.05
25th Percentile £22.25 £17.79 £20.00
Median hourly rate £45.56 £26.02 £43.00
Median % change year-on-year +75.08% -39.49% -1.58%
75th Percentile £68.00 £55.62 £65.00
90th Percentile £80.10 £75.00 £75.00
UK median hourly rate £43.61 £25.15 £42.50
% change year-on-year +73.38% -40.82% -1.88%

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 July 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 30 July 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 30 July 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 -27 349 £461 -5.38% 80
South East -14 124 £400 -5.88% 70
North of England -44 108 £420 +5.00% 66
Midlands -15 87 £423 +8.33% 37
South West 0 67 £463 +12.80% 16
West Midlands -34 61 £416 +4.06% 18
Yorkshire -34 55 £400 +6.67% 24
North West -32 50 £450 +12.50% 31
East of England +9 30 £360 -10.00% 16
East Midlands +6 26 £425 +13.33% 19
North East -47 5 £400 -11.11% 11
Data Analyst
UK

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

For the 6 months to 30 July 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.

1 274 (35.54%) SQL
2 238 (30.87%) Business Intelligence
3 218 (28.27%) Data Quality
4 215 (27.89%) Power Platform
5 214 (27.76%) Power BI
6 183 (23.74%) Analytics
7 178 (23.09%) Data Analysis
8 150 (19.46%) Data Modelling
9 139 (18.03%) Decision-Making
10 134 (17.38%) Data Governance
11 131 (16.99%) Python
12 125 (16.21%) Validation
13 124 (16.08%) Microsoft Excel
14 118 (15.30%) Visualisation
15 113 (14.66%) Migration
16 105 (13.62%) Problem-Solving
17 97 (12.58%) Actionable Insight
18 94 (12.19%) Azure
18 94 (12.19%) Stakeholder Management
19 93 (12.06%) Tableau
20 91 (11.80%) Stakeholder Engagement
21 80 (10.38%) Dashboard Development
22 77 (9.99%) Data Migration
23 76 (9.86%) Microsoft
24 73 (9.47%) Agile
25 70 (9.08%) Continuous Improvement
26 68 (8.82%) Databricks
27 65 (8.43%) AI
28 62 (8.04%) Data Visualisation
28 62 (8.04%) Security Cleared

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 (1.56%) SAS
2 7 (0.91%) Apache Airflow
3 6 (0.78%) Apache Spark
3 6 (0.78%) CMS
3 6 (0.78%) SharePoint
4 4 (0.52%) Apache
5 3 (0.39%) Confluence
5 3 (0.39%) Jupyter
5 3 (0.39%) Palantir Foundry
6 1 (0.13%) ArcGIS
6 1 (0.13%) Oracle Workflow
6 1 (0.13%) WordPress
Applications
1 124 (16.08%) Microsoft Excel
2 12 (1.56%) Spreadsheet
3 7 (0.91%) Microsoft Office
4 6 (0.78%) Microsoft PowerPoint
4 6 (0.78%) MS Visio
4 6 (0.78%) SPSS
5 2 (0.26%) CATIA
6 1 (0.13%) Microsoft Project
Business Applications
1 12 (1.56%) iTrent
2 11 (1.43%) SystmOne
3 9 (1.17%) SAP S/4HANA
4 6 (0.78%) NetSuite
4 6 (0.78%) Oracle EBS
5 5 (0.65%) Raiser’s Edge
6 4 (0.52%) Adobe Campaign
6 4 (0.52%) Aladdin
7 3 (0.39%) Dynamics CRM
7 3 (0.39%) Eloqua
7 3 (0.39%) Salesforce CRM
7 3 (0.39%) SAP MDG
7 3 (0.39%) SAP R/3
8 2 (0.26%) NEC Housing
8 2 (0.26%) Oracle EBS R12
8 2 (0.26%) Oracle Procure-to-Pay
8 2 (0.26%) SAP ERP
8 2 (0.26%) Teamcenter
9 1 (0.13%) Advent Geneva
9 1 (0.13%) Bloomberg TOMS
Cloud Services
1 215 (27.89%) Power Platform
2 94 (12.19%) Azure
3 46 (5.97%) AWS
4 38 (4.93%) Snowflake
5 21 (2.72%) SaaS
6 17 (2.20%) Azure Data Factory
7 16 (2.08%) Microsoft Purview
8 14 (1.82%) Azure Synapse Analytics
9 13 (1.69%) SuccessFactors
10 11 (1.43%) Collibra
10 11 (1.43%) GCP
10 11 (1.43%) Power Automate
11 8 (1.04%) Azure DevOps
12 6 (0.78%) Amazon S3
13 5 (0.65%) AWS Lambda
13 5 (0.65%) Dynamics 365
13 5 (0.65%) Microsoft 365
13 5 (0.65%) Serverless
14 4 (0.52%) Alation
14 4 (0.52%) Google Tag Manager
Communications & Networking
1 1 (0.13%) Cisco IPT
1 1 (0.13%) Firewall
1 1 (0.13%) Internet
1 1 (0.13%) Network Security
Database & Business Intelligence
1 214 (27.76%) Power BI
2 93 (12.06%) Tableau
3 59 (7.65%) Data Warehouse
4 51 (6.61%) Metadata
5 22 (2.85%) Power Query
6 17 (2.20%) Data Lake
6 17 (2.20%) Relational Database
7 15 (1.95%) Looker
8 10 (1.30%) Oracle Reports
8 10 (1.30%) Qlik Sense
9 9 (1.17%) Big Data
10 8 (1.04%) BigQuery
11 7 (0.91%) Hadoop
12 6 (0.78%) SQL Server
13 4 (0.52%) Amazon Redshift
13 4 (0.52%) BusinessObjects
13 4 (0.52%) Data Mining
13 4 (0.52%) OLAP
13 4 (0.52%) PostgreSQL
13 4 (0.52%) Spark SQL
Development Applications
1 15 (1.95%) JIRA
2 3 (0.39%) Git
3 2 (0.26%) GitLab
3 2 (0.26%) MLflow
3 2 (0.26%) SQL Server Management Studio (SSMS)
4 1 (0.13%) GCC
4 1 (0.13%) Oracle Forms
4 1 (0.13%) Postman
General
1 207 (26.85%) Analytical Skills
2 182 (23.61%) Finance
3 163 (21.14%) Social Skills
4 63 (8.17%) Public Sector
5 62 (8.04%) Banking
6 47 (6.10%) Marketing
7 24 (3.11%) Inclusion and Diversity
8 23 (2.98%) Retail
9 18 (2.33%) Legal
10 14 (1.82%) Documentation Skills
11 12 (1.56%) Organisational Skills
12 11 (1.43%) Local Government
13 10 (1.30%) Aerospace
13 10 (1.30%) Investment Banking
13 10 (1.30%) Manufacturing
13 10 (1.30%) Presentation Skills
14 9 (1.17%) Front Office
15 8 (1.04%) Military
15 8 (1.04%) Pharmaceutical
16 6 (0.78%) Telecoms
Libraries, Frameworks & Software Standards
1 10 (1.30%) PySpark
2 9 (1.17%) Pandas
3 8 (1.04%) JSON
4 7 (0.91%) Oracle Fusion
5 5 (0.65%) EDI
6 4 (0.52%) JDO
7 3 (0.39%) GeoJSON
7 3 (0.39%) NumPy
7 3 (0.39%) REST
7 3 (0.39%) SOAP
7 3 (0.39%) XML
8 2 (0.26%) Apache Avro
8 2 (0.26%) Django
8 2 (0.26%) Kafka
8 2 (0.26%) Microsoft Graph
8 2 (0.26%) Node.js
8 2 (0.26%) PyTorch
9 1 (0.13%) AngularJS
9 1 (0.13%) React
9 1 (0.13%) Spring Boot
Miscellaneous
1 49 (6.36%) Data Structures
2 26 (3.37%) Legacy Systems
3 17 (2.20%) Analytical Mindset
4 16 (2.08%) Onboarding
5 15 (1.95%) Management Information System
6 14 (1.82%) Product Ownership
7 11 (1.43%) Data Centre
8 9 (1.17%) Data Protection Act
9 7 (0.91%) Fixed Income
10 6 (0.78%) Marketing Technology
10 6 (0.78%) NHS
10 6 (0.78%) Reference Data
10 6 (0.78%) Self-Motivation
11 4 (0.52%) CMDB
11 4 (0.52%) Credit Risk
11 4 (0.52%) Derivative
11 4 (0.52%) FMCG
11 4 (0.52%) Foreign Exchange (FX)
11 4 (0.52%) Hedge funds
11 4 (0.52%) Reinsurance
Operating Systems
1 4 (0.52%) Windows
2 2 (0.26%) Linux
2 2 (0.26%) Ubuntu
3 1 (0.13%) VMS
Processes & Methodologies
1 238 (30.87%) Business Intelligence
2 183 (23.74%) Analytics
3 178 (23.09%) Data Analysis
4 150 (19.46%) Data Modelling
5 139 (18.03%) Decision-Making
6 134 (17.38%) Data Governance
7 125 (16.21%) Validation
8 118 (15.30%) Visualisation
9 113 (14.66%) Migration
10 105 (13.62%) Problem-Solving
11 97 (12.58%) Actionable Insight
12 94 (12.19%) Stakeholder Management
13 91 (11.80%) Stakeholder Engagement
14 80 (10.38%) Dashboard Development
15 77 (9.99%) Data Migration
16 73 (9.47%) Agile
17 70 (9.08%) Continuous Improvement
18 65 (8.43%) AI
19 62 (8.04%) Data Visualisation
20 58 (7.52%) Data Management
Programming Languages
1 274 (35.54%) SQL
2 131 (16.99%) Python
3 32 (4.15%) R
4 19 (2.46%) Data Analysis Expressions
5 9 (1.17%) VBA
6 4 (0.52%) Scala
7 2 (0.26%) Korn
7 2 (0.26%) T-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
Qualifications
1 62 (8.04%) Security Cleared
2 45 (5.84%) SC Cleared
3 41 (5.32%) Degree
4 20 (2.59%) BPSS Clearance
5 14 (1.82%) DBS Check
6 4 (0.52%) Master's Degree
6 4 (0.52%) PMI Certification
7 3 (0.39%) Azure Certification
7 3 (0.39%) Microsoft Certification
7 3 (0.39%) PMP
8 2 (0.26%) Numerate Degree
8 2 (0.26%) PhD
9 1 (0.13%) CBAP
9 1 (0.13%) CISM
9 1 (0.13%) CISSP
9 1 (0.13%) CTC Cleared
9 1 (0.13%) DV Cleared
9 1 (0.13%) ISEB
Quality Assurance & Compliance
1 218 (28.27%) Data Quality
2 34 (4.41%) QA
3 32 (4.15%) GDPR
4 9 (1.17%) Accessibility
5 7 (0.91%) Actionable Recommendations
5 7 (0.91%) ISO/IEC 27001
6 6 (0.78%) PMO
7 5 (0.65%) SLA
8 4 (0.52%) GRC
8 4 (0.52%) Solvency II
9 1 (0.13%) California Consumer Privacy Act
9 1 (0.13%) FATCA
9 1 (0.13%) GMP
9 1 (0.13%) IFRS
9 1 (0.13%) IFRS 17
9 1 (0.13%) ISO 22301
9 1 (0.13%) ISO/IEC 20000
9 1 (0.13%) SOC 2
System Software
1 4 (0.52%) Active Directory
2 3 (0.39%) Docker
3 2 (0.26%) Virtual Machines
Systems Management
1 3 (0.39%) Kubernetes
2 2 (0.26%) Active Directory Federation Services
2 2 (0.26%) Terraform
3 1 (0.13%) Grafana
3 1 (0.13%) Kibana
3 1 (0.13%) SCCM
3 1 (0.13%) Single Sign-On
Vendors
1 76 (9.86%) Microsoft
2 68 (8.82%) Databricks
3 49 (6.36%) SAP
4 41 (5.32%) Oracle
5 23 (2.98%) Salesforce
6 17 (2.20%) Workday
7 11 (1.43%) Google
8 10 (1.30%) Alteryx
9 7 (0.91%) Informatica
9 7 (0.91%) ServiceNow
9 7 (0.91%) Teradata
10 6 (0.78%) Adobe
10 6 (0.78%) Palantir
11 5 (0.65%) Baan
11 5 (0.65%) Bloomberg
11 5 (0.65%) Foundry
11 5 (0.65%) IBM
12 4 (0.52%) Salesforce Marketing Cloud
13 3 (0.39%) Atlassian
13 3 (0.39%) OpenAI