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 27 July 2026.

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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 158 144 174
Rank change year-on-year -14 +30 -11
Contract jobs requiring a Data Analyst 772 541 499
As % of all contract jobs in England 1.72% 1.96% 1.45%
As % of the Job Titles category 1.85% 2.14% 1.56%
Number of daily rates quoted 429 345 353
10th Percentile £259 £263 £273
25th Percentile £356 £363 £360
Median daily rate (50th Percentile) £435 £438 £450
Median % change year-on-year -0.57% -2.78% -5.26%
75th Percentile £538 £538 £538
90th Percentile £600 £650 £625
UK median daily rate £450 £441 £450
% change year-on-year +1.98% -1.94% -5.26%
Number of hourly rates quoted 75 27 22
10th Percentile £18.00 £17.45 £15.31
25th Percentile £23.35 £21.64 £17.63
Median hourly rate £30.00 £26.50 £26.00
Median % change year-on-year +13.21% +1.92% +14.29%
75th Percentile £48.75 £31.82 £40.00
90th Percentile £53.65 £34.80 -
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 41,654 25,335 31,942
% of contract IT jobs with a recognized job title 92.55% 91.78% 92.97%
Number of daily rates quoted 25,384 16,465 21,086
10th Percentile £325 £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 3,020 1,281 2,007
10th Percentile £16.00 £13.75 £13.86
25th Percentile £22.20 £17.79 £19.22
Median hourly rate £45.25 £26.30 £43.00
Median % change year-on-year +72.05% -38.84% -1.71%
75th Percentile £68.00 £55.49 £65.00
90th Percentile £81.00 £75.00 £75.00
UK median hourly rate £43.00 £25.15 £42.03
% change year-on-year +70.97% -40.16% -2.26%

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 27 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 27 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 27 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 -25 349 £461 -2.89% 80
South East -22 119 £400 -5.88% 83
North of England -46 107 £420 +5.00% 65
Midlands -2 91 £420 +7.69% 40
South West -3 69 £450 +9.76% 22
West Midlands -17 65 £410 +2.50% 21
Yorkshire -33 55 £400 +6.67% 23
North West -28 50 £450 +12.50% 30
East of England +6 31 £360 -10.00% 16
East Midlands +6 26 £425 +11.11% 19
North East -43 4 £400 -11.11% 12
Data Analyst
UK

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

For the 6 months to 27 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.

1 282 (36.53%) SQL
2 242 (31.35%) Business Intelligence
3 222 (28.76%) Data Quality
4 215 (27.85%) Power Platform
5 214 (27.72%) Power BI
6 185 (23.96%) Analytics
7 180 (23.32%) Data Analysis
8 150 (19.43%) Data Modelling
9 139 (18.01%) Decision-Making
10 134 (17.36%) Data Governance
11 131 (16.97%) Python
12 126 (16.32%) Validation
13 125 (16.19%) Microsoft Excel
14 121 (15.67%) Visualisation
15 119 (15.41%) Migration
16 110 (14.25%) Problem-Solving
17 100 (12.95%) Actionable Insight
18 99 (12.82%) Azure
19 94 (12.18%) Stakeholder Engagement
20 93 (12.05%) Stakeholder Management
20 93 (12.05%) Tableau
21 83 (10.75%) Dashboard Development
22 81 (10.49%) Microsoft
23 79 (10.23%) Data Migration
24 73 (9.46%) Agile
25 70 (9.07%) Databricks
26 68 (8.81%) Continuous Improvement
27 66 (8.55%) Data Visualisation
28 63 (8.16%) AI
29 62 (8.03%) Data Warehouse

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 (1.55%) 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
4 4 (0.52%) Confluence
5 3 (0.39%) Jupyter
5 3 (0.39%) Palantir Foundry
6 1 (0.13%) ArcGIS
6 1 (0.13%) WordPress
Applications
1 125 (16.19%) Microsoft Excel
2 12 (1.55%) Spreadsheet
3 8 (1.04%) 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 (1.55%) iTrent
2 11 (1.42%) 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%) Sonata
9 1 (0.13%) Workday HCM
Cloud Services
1 215 (27.85%) Power Platform
2 99 (12.82%) Azure
3 49 (6.35%) AWS
4 39 (5.05%) Snowflake
5 22 (2.85%) SaaS
6 20 (2.59%) Azure Data Factory
7 16 (2.07%) Microsoft Purview
8 14 (1.81%) Azure Synapse Analytics
9 13 (1.68%) SuccessFactors
10 11 (1.42%) Collibra
10 11 (1.42%) GCP
11 9 (1.17%) Amazon S3
11 9 (1.17%) Azure DevOps
11 9 (1.17%) Power Automate
12 5 (0.65%) AWS Lambda
12 5 (0.65%) dbt
12 5 (0.65%) Dynamics 365
12 5 (0.65%) GitHub
12 5 (0.65%) Microsoft 365
12 5 (0.65%) Serverless
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 (27.72%) Power BI
2 93 (12.05%) Tableau
3 62 (8.03%) Data Warehouse
4 53 (6.87%) Metadata
5 21 (2.72%) Power Query
6 18 (2.33%) Data Lake
7 17 (2.20%) Relational Database
8 16 (2.07%) Looker
9 10 (1.30%) Oracle Reports
9 10 (1.30%) Qlik Sense
10 9 (1.17%) Big Data
11 8 (1.04%) BigQuery
12 7 (0.91%) Amazon Redshift
12 7 (0.91%) Hadoop
13 6 (0.78%) SQL Server
14 4 (0.52%) Amazon RDS
14 4 (0.52%) Data Mining
14 4 (0.52%) NoSQL
14 4 (0.52%) OLAP
14 4 (0.52%) PowerPivot
Development Applications
1 17 (2.20%) 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%) Postman
General
1 216 (27.98%) Analytical Skills
2 184 (23.83%) Finance
3 165 (21.37%) Social Skills
4 63 (8.16%) Public Sector
5 62 (8.03%) Banking
6 48 (6.22%) Marketing
7 23 (2.98%) Inclusion and Diversity
8 21 (2.72%) Retail
9 18 (2.33%) Legal
10 15 (1.94%) Documentation Skills
11 12 (1.55%) Presentation Skills
12 11 (1.42%) Local Government
12 11 (1.42%) Organisational Skills
13 10 (1.30%) Aerospace
13 10 (1.30%) Manufacturing
14 9 (1.17%) Front Office
14 9 (1.17%) Investment Banking
15 8 (1.04%) Pharmaceutical
16 7 (0.91%) Law
17 6 (0.78%) Automotive
Libraries, Frameworks & Software Standards
1 9 (1.17%) JSON
1 9 (1.17%) Pandas
1 9 (1.17%) PySpark
2 6 (0.78%) Oracle Fusion
3 5 (0.65%) EDI
3 5 (0.65%) JDO
3 5 (0.65%) XML
4 4 (0.52%) REST
4 4 (0.52%) SOAP
5 3 (0.39%) GeoJSON
5 3 (0.39%) NumPy
6 2 (0.26%) Apache Avro
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%) Web Services
6 2 (0.26%) YAML
7 1 (0.13%) Great Expectations
7 1 (0.13%) Playwright
Miscellaneous
1 53 (6.87%) Data Structures
2 25 (3.24%) Legacy Systems
3 20 (2.59%) Analytical Mindset
4 16 (2.07%) Management Information System
4 16 (2.07%) Onboarding
5 13 (1.68%) Product Ownership
6 11 (1.42%) Data Centre
7 8 (1.04%) Data Protection Act
8 7 (0.91%) Fixed Income
8 7 (0.91%) Self-Motivation
9 6 (0.78%) Marketing Technology
9 6 (0.78%) NHS
9 6 (0.78%) Reference Data
10 4 (0.52%) CMDB
10 4 (0.52%) Credit Risk
10 4 (0.52%) Derivative
10 4 (0.52%) Equities
10 4 (0.52%) FMCG
10 4 (0.52%) Foreign Exchange (FX)
10 4 (0.52%) Hedge funds
Operating Systems
1 4 (0.52%) Windows
2 2 (0.26%) Linux
2 2 (0.26%) Ubuntu
3 1 (0.13%) VMS
Processes & Methodologies
1 242 (31.35%) Business Intelligence
2 185 (23.96%) Analytics
3 180 (23.32%) Data Analysis
4 150 (19.43%) Data Modelling
5 139 (18.01%) Decision-Making
6 134 (17.36%) Data Governance
7 126 (16.32%) Validation
8 121 (15.67%) Visualisation
9 119 (15.41%) Migration
10 110 (14.25%) Problem-Solving
11 100 (12.95%) Actionable Insight
12 94 (12.18%) Stakeholder Engagement
13 93 (12.05%) Stakeholder Management
14 83 (10.75%) Dashboard Development
15 79 (10.23%) Data Migration
16 73 (9.46%) Agile
17 68 (8.81%) Continuous Improvement
18 66 (8.55%) Data Visualisation
19 63 (8.16%) AI
20 62 (8.03%) ETL
Programming Languages
1 282 (36.53%) SQL
2 131 (16.97%) Python
3 31 (4.02%) R
4 18 (2.33%) Data Analysis Expressions
5 10 (1.30%) VBA
6 4 (0.52%) Scala
7 3 (0.39%) VB
8 2 (0.26%) Korn
8 2 (0.26%) T-SQL
9 1 (0.13%) Cypher
9 1 (0.13%) Java
9 1 (0.13%) LookML
9 1 (0.13%) PowerShell
Qualifications
1 62 (8.03%) Security Cleared
2 43 (5.57%) SC Cleared
3 41 (5.31%) Degree
4 21 (2.72%) BPSS Clearance
5 14 (1.81%) 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
1 222 (28.76%) Data Quality
2 33 (4.27%) GDPR
2 33 (4.27%) QA
3 9 (1.17%) Accessibility
4 7 (0.91%) ISO/IEC 27001
4 7 (0.91%) PMO
5 6 (0.78%) Actionable Recommendations
6 5 (0.65%) SLA
7 4 (0.52%) GRC
7 4 (0.52%) Solvency II
8 2 (0.26%) 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 9001
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 81 (10.49%) Microsoft
2 70 (9.07%) Databricks
3 49 (6.35%) SAP
4 41 (5.31%) Oracle
5 22 (2.85%) Salesforce
6 17 (2.20%) Workday
7 11 (1.42%) Google
8 9 (1.17%) 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%) Cognos
12 4 (0.52%) Salesforce Marketing Cloud
13 3 (0.39%) OpenAI