Data Analyst Contracts

Data Analyst
UK

The median Data Analyst daily rate in the UK is £463, according to job vacancies posted in the 6 months leading up to 3 May 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 170 154 156
Rank change year-on-year -16 +2 +17
Contract jobs requiring a Data Analyst 476 666 965
As % of all contract jobs advertised in the UK 1.62% 1.53% 1.63%
As % of the Job Titles category 1.76% 1.65% 1.72%
Number of daily rates quoted 334 426 685
10th Percentile £278 £303 £270
25th Percentile £352 £363 £385
Median daily rate (50th Percentile) £463 £470 £475
Median % change year-on-year -1.60% -1.05% -
75th Percentile £550 £550 £580
90th Percentile £650 £625 £650
UK excluding London median daily rate £425 £425 £425
% change year-on-year - - +3.03%
Number of hourly rates quoted 21 30 42
10th Percentile £14.50 £13.45 £14.02
25th Percentile £18.20 £16.29 £16.98
Median hourly rate £27.13 £21.66 £19.75
Median % change year-on-year +25.23% +9.67% +0.25%
75th Percentile £31.64 £40.00 £25.10
90th Percentile £34.68 £40.48 £32.48
UK excluding London median hourly rate £25.90 £21.43 £19.00
% change year-on-year +20.86% +12.79% -2.66%

All Contract IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. 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 the UK with a recognized job title 27,094 40,274 56,187
% of contract IT jobs with a recognized job title 92.46% 92.76% 94.62%
Number of daily rates quoted 17,701 26,219 39,262
10th Percentile £300 £276 £313
25th Percentile £406 £409 £425
Median daily rate (50th Percentile) £515 £525 £540
Median % change year-on-year -1.90% -2.78% +2.86%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% +5.26%
Number of hourly rates quoted 1,044 2,672 1,567
10th Percentile £14.15 £12.86 £14.28
25th Percentile £18.50 £16.30 £19.38
Median hourly rate £28.88 £36.42 £45.00
Median % change year-on-year -20.71% -19.07% +94.45%
75th Percentile £62.50 £61.25 £65.75
90th Percentile £75.00 £72.50 £75.75
UK excluding London median hourly rate £28.00 £39.55 £42.50
% change year-on-year -29.22% -6.94% +117.95%

Data Analyst
Job Vacancy Trend

Job postings that featured Data Analyst in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Analyst in the UK

Data Analyst
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Analyst.

Daily rate trend for Data Analyst in the UK

Data Analyst
Daily Rate Histogram

Daily rate distribution for jobs citing Data Analyst over the 6 months to 3 May 2025.

Daily rate histogram for Data Analyst in the UK

Data Analyst
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Analyst.

Hourly rate trend for Data Analyst in the UK

Data Analyst
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Analyst over the 6 months to 3 May 2025.

Hourly rate histogram for Data Analyst in the UK

Data Analyst
Top 17 Contract Locations

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 UK over the 6 months to 3 May 2025. 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
England +5 421 £463 -2.63% 566
London +17 259 £475 -5.00% 261
Work from Home -19 186 £405 -14.74% 257
UK excluding London -25 177 £425 - 402
South East +10 49 £450 - 137
North of England -35 42 £431 -4.17% 93
Midlands +13 28 £406 +8.33% 71
South West +23 21 £409 -6.51% 30
West Midlands +17 21 £413 -4.35% 44
Scotland -23 19 £413 -10.42% 18
Yorkshire +4 18 £400 -11.11% 33
North West -39 17 £444 - 47
East of England +23 9 £488 +8.33% 38
East Midlands +5 7 £400 +10.34% 24
North East +1 7 £450 -10.00% 13
Northern Ireland -2 7 £425 +25.93% 14
Wales +7 2 £360 - 5

Data Analyst Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 3 May 2025, Data Analyst contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads featuring Data Analyst in the job title.

1 231 (48.53%) SQL
2 194 (40.76%) Data Analysis
3 165 (34.66%) Power Platform
3 165 (34.66%) Social Skills
4 164 (34.45%) Power BI
5 158 (33.19%) Business Intelligence
6 146 (30.67%) Analytical Skills
7 137 (28.78%) Finance
8 115 (24.16%) Python
9 114 (23.95%) Analytics
10 107 (22.48%) Problem-Solving
11 106 (22.27%) Visualisation
12 103 (21.64%) Microsoft Excel
13 102 (21.43%) Data Quality
14 100 (21.01%) Data Governance
15 89 (18.70%) Migration
16 83 (17.44%) Data Modelling
17 78 (16.39%) Tableau
18 72 (15.13%) Data Visualisation
19 67 (14.08%) Decision-Making
20 64 (13.45%) Data Warehouse
21 62 (13.03%) Data Management
22 61 (12.82%) Banking
22 61 (12.82%) Stakeholder Management
23 60 (12.61%) Validation
23 60 (12.61%) ETL
24 58 (12.18%) Data Migration
25 56 (11.76%) Actionable Insight
26 55 (11.55%) Agile
27 51 (10.71%) Microsoft

Data Analyst Skill Set
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 21 (4.41%) Confluence
2 20 (4.20%) SharePoint
3 13 (2.73%) SAS
4 5 (1.05%) Apache Airflow
5 4 (0.84%) Apache
6 3 (0.63%) Apache Spark
7 1 (0.21%) Jupyter
7 1 (0.21%) Oracle Workflow
Applications
1 103 (21.64%) Microsoft Excel
2 18 (3.78%) Microsoft PowerPoint
3 14 (2.94%) MS Visio
4 10 (2.10%) Microsoft Office
5 9 (1.89%) Spreadsheet
6 2 (0.42%) Notepad++
Business Applications
1 8 (1.68%) SAP S/4HANA
2 4 (0.84%) Dynamics CRM
3 3 (0.63%) Oracle EBS
3 3 (0.63%) SAP MDG
4 2 (0.42%) Bankmaster
4 2 (0.42%) Oracle EBS R12
4 2 (0.42%) Sparx Enterprise Architect
5 1 (0.21%) Aladdin
5 1 (0.21%) Loan IQ
5 1 (0.21%) SAP MDM
5 1 (0.21%) Summit
Cloud Services
1 165 (34.66%) Power Platform
2 46 (9.66%) AWS
3 42 (8.82%) Azure
4 24 (5.04%) GCP
5 22 (4.62%) Snowflake
6 11 (2.31%) Azure Data Factory
7 10 (2.10%) dbt
8 9 (1.89%) Amazon S3
9 7 (1.47%) Azure Machine Learning
9 7 (1.47%) Dynamics 365
10 6 (1.26%) Adobe Analytics
10 6 (1.26%) Collibra
11 4 (0.84%) AWS Lambda
11 4 (0.84%) Azure DevOps
11 4 (0.84%) OCI
11 4 (0.84%) Serverless
12 3 (0.63%) Google Ads
12 3 (0.63%) Google Sheets
12 3 (0.63%) Microsoft Purview
12 3 (0.63%) Power Automate
Communications & Networking
1 1 (0.21%) Firewall
1 1 (0.21%) Internet
1 1 (0.21%) Skype
Database & Business Intelligence
1 164 (34.45%) Power BI
2 78 (16.39%) Tableau
3 64 (13.45%) Data Warehouse
4 26 (5.46%) SQL Server
5 15 (3.15%) Data Mining
5 15 (3.15%) Looker
6 13 (2.73%) BigQuery
6 13 (2.73%) Metadata
7 12 (2.52%) Data Lake
8 9 (1.89%) Big Data
9 8 (1.68%) Amazon Athena
9 8 (1.68%) Relational Database
10 7 (1.47%) QlikView
10 7 (1.47%) SQL Server Reporting Services
11 6 (1.26%) Power Query
11 6 (1.26%) Qlik Sense
12 5 (1.05%) Amazon Redshift
12 5 (1.05%) MS Access
12 5 (1.05%) Snowflake Schema
13 4 (0.84%) PostgreSQL
Development Applications
1 29 (6.09%) JIRA
2 12 (2.52%) Git
3 5 (1.05%) GitLab
4 4 (0.84%) ERwin
4 4 (0.84%) MagicDraw
5 2 (0.42%) Ant
5 2 (0.42%) TestRail
5 2 (0.42%) XMLSpy
6 1 (0.21%) LSMW
6 1 (0.21%) PyCharm
6 1 (0.21%) SonarQube
6 1 (0.21%) SQL Server Management Studio (SSMS)
6 1 (0.21%) Visual Studio
General
1 165 (34.66%) Social Skills
2 146 (30.67%) Analytical Skills
3 137 (28.78%) Finance
4 61 (12.82%) Banking
5 25 (5.25%) Public Sector
6 19 (3.99%) Front Office
7 18 (3.78%) Investment Banking
8 17 (3.57%) Organisational Skills
9 14 (2.94%) Marketing
9 14 (2.94%) Presentation Skills
9 14 (2.94%) Retail
10 13 (2.73%) Inclusion and Diversity
11 12 (2.52%) Local Government
12 9 (1.89%) Manufacturing
13 6 (1.26%) Financial Institution
13 6 (1.26%) Telecoms
14 5 (1.05%) Billing
14 5 (1.05%) Corporate Banking
15 4 (0.84%) Games
15 4 (0.84%) Legal
Libraries, Frameworks & Software Standards
1 5 (1.05%) Plotly
1 5 (1.05%) React
2 4 (0.84%) JSON
2 4 (0.84%) XML
3 3 (0.63%) Pandas
4 2 (0.42%) FpML
4 2 (0.42%) PySpark
5 1 (0.21%) CSS
5 1 (0.21%) HTML
5 1 (0.21%) Kafka
5 1 (0.21%) LDAP
5 1 (0.21%) Matplotlib
5 1 (0.21%) OLE
5 1 (0.21%) SailPoint
5 1 (0.21%) SAP Fiori
5 1 (0.21%) scikit-learn
5 1 (0.21%) Swagger
Miscellaneous
1 32 (6.72%) Data Structures
2 14 (2.94%) Foreign Exchange (FX)
2 14 (2.94%) Management Information System
3 12 (2.52%) Legacy Systems
3 12 (2.52%) Product Ownership
4 11 (2.31%) Reference Data
5 9 (1.89%) Data Protection Act
6 7 (1.47%) Derivative
6 7 (1.47%) Self-Motivation
7 6 (1.26%) Analytical Mindset
7 6 (1.26%) Fixed Income
7 6 (1.26%) Greenfield Project
8 5 (1.05%) CMDB
8 5 (1.05%) Hedge funds
8 5 (1.05%) SWIFT Messaging Network
9 4 (0.84%) Market Risk
9 4 (0.84%) Reinsurance
10 3 (0.63%) IoT
10 3 (0.63%) Pricing Data
10 3 (0.63%) Virtual Team
Operating Systems
1 2 (0.42%) Linux
2 1 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 194 (40.76%) Data Analysis
2 158 (33.19%) Business Intelligence
3 114 (23.95%) Analytics
4 107 (22.48%) Problem-Solving
5 106 (22.27%) Visualisation
6 100 (21.01%) Data Governance
7 89 (18.70%) Migration
8 83 (17.44%) Data Modelling
9 72 (15.13%) Data Visualisation
10 67 (14.08%) Decision-Making
11 62 (13.03%) Data Management
12 61 (12.82%) Stakeholder Management
13 60 (12.61%) ETL
13 60 (12.61%) Validation
14 58 (12.18%) Data Migration
15 56 (11.76%) Actionable Insight
16 55 (11.55%) Agile
17 51 (10.71%) Data Cleansing
18 44 (9.24%) Data Integration
19 34 (7.14%) Data Analytics
Programming Languages
1 231 (48.53%) SQL
2 115 (24.16%) Python
3 23 (4.83%) R
4 15 (3.15%) VBA
5 8 (1.68%) PL/SQL
6 6 (1.26%) Data Analysis Expressions
7 5 (1.05%) JavaScript
8 4 (0.84%) T-SQL
9 2 (0.42%) PHP
10 1 (0.21%) ABAP
10 1 (0.21%) MATLAB
10 1 (0.21%) Shell Script
10 1 (0.21%) VB
Qualifications
1 49 (10.29%) Security Cleared
2 40 (8.40%) SC Cleared
3 32 (6.72%) Degree
4 5 (1.05%) Master's Degree
5 4 (0.84%) Computer Science Degree
6 3 (0.63%) DV Cleared
7 2 (0.42%) BPSS Clearance
7 2 (0.42%) DBS Check
8 1 (0.21%) ACCA
8 1 (0.21%) CASP
8 1 (0.21%) CIMA
8 1 (0.21%) CISA
8 1 (0.21%) CISM
8 1 (0.21%) CISSP
8 1 (0.21%) CTC Cleared
8 1 (0.21%) HNC
8 1 (0.21%) IIBA
8 1 (0.21%) Microsoft Certification
Quality Assurance & Compliance
1 102 (21.43%) Data Quality
2 37 (7.77%) QA
3 22 (4.62%) GDPR
4 10 (2.10%) Actionable Recommendations
5 4 (0.84%) Accessibility
5 4 (0.84%) California Consumer Privacy Act
5 4 (0.84%) SEPA
6 3 (0.63%) SLA
7 2 (0.42%) Dodd-Frank
7 2 (0.42%) EMIR
7 2 (0.42%) ISO 20022
7 2 (0.42%) MiFID
8 1 (0.21%) Disclosure Scotland
8 1 (0.21%) GAAP
8 1 (0.21%) GRC
8 1 (0.21%) LOINC
8 1 (0.21%) PCI DSS
8 1 (0.21%) PERC
8 1 (0.21%) Sarbanes-Oxley
8 1 (0.21%) SNOMED CT
System Software
1 1 (0.21%) Docker
1 1 (0.21%) HDFS
Systems Management
1 1 (0.21%) Grafana
1 1 (0.21%) Kubernetes
1 1 (0.21%) Terraform
1 1 (0.21%) ZABBIX
Vendors
1 51 (10.71%) Microsoft
2 39 (8.19%) Oracle
3 27 (5.67%) SAP
4 26 (5.46%) Databricks
5 25 (5.25%) Google
6 15 (3.15%) Informatica
7 11 (2.31%) Alteryx
8 8 (1.68%) Talend
9 7 (1.47%) Ariba
10 6 (1.26%) Adobe
10 6 (1.26%) IBM
10 6 (1.26%) Palantir
10 6 (1.26%) Salesforce
11 5 (1.05%) Foundry
11 5 (1.05%) Workday
12 4 (0.84%) Ab Initio
12 4 (0.84%) Bloomberg
12 4 (0.84%) Denodo
12 4 (0.84%) ServiceNow
13 3 (0.63%) Dynatrace