Data Analyst Contracts

Data Analyst
UK

The median Data Analyst daily rate in the UK is £456, according to job vacancies posted in the 6 months leading up to 30 April 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
30 Apr 2025
Same period 2024 Same period 2023
Rank 174 158 159
Rank change year-on-year -16 +1 +15
Contract jobs requiring a Data Analyst 474 673 977
As % of all contract jobs advertised in the UK 1.62% 1.54% 1.64%
As % of the Job Titles category 1.75% 1.66% 1.73%
Number of daily rates quoted 334 433 692
10th Percentile £263 £265 £270
25th Percentile £350 £363 £384
Median daily rate (50th Percentile) £456 £475 £475
Median % change year-on-year -3.95% - -
75th Percentile £550 £550 £580
90th Percentile £650 £625 £650
UK excluding London median daily rate £416 £438 £425
% change year-on-year -4.86% +2.94% +3.03%
Number of hourly rates quoted 22 29 41
10th Percentile £14.68 £13.40 £13.91
25th Percentile £19.16 £15.89 £16.98
Median hourly rate £27.86 £21.66 £20.47
Median % change year-on-year +28.64% +5.81% +4.39%
75th Percentile £31.64 £40.00 £25.13
90th Percentile £34.97 £40.95 £32.50
UK excluding London median hourly rate £25.90 £21.43 £19.98
% change year-on-year +20.86% +7.26% +2.36%

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 27,050 40,453 56,471
% of contract IT jobs with a recognized job title 92.52% 92.79% 94.61%
Number of daily rates quoted 17,687 26,352 39,474
10th Percentile £300 £275 £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 £493 £500
% change year-on-year -3.55% -1.50% +5.26%
Number of hourly rates quoted 1,031 2,658 1,569
10th Percentile £14.20 £12.86 £14.29
25th Percentile £18.51 £16.30 £19.50
Median hourly rate £29.07 £36.00 £45.00
Median % change year-on-year -19.25% -20.00% +91.86%
75th Percentile £62.50 £60.75 £65.75
90th Percentile £75.00 £72.50 £75.75
UK excluding London median hourly rate £28.75 £38.50 £42.50
% change year-on-year -25.32% -9.41% +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 30 April 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 30 April 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 30 April 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 +2 420 £463 -2.63% 510
London +16 263 £475 -5.00% 189
Work from Home -14 185 £400 -15.79% 228
UK excluding London -29 171 £416 -4.86% 358
South East +13 44 £453 +0.67% 76
North of England -28 43 £410 -13.68% 91
Midlands +23 29 £400 +6.67% 74
West Midlands +19 21 £413 -2.94% 46
South West +36 19 £409 -6.51% 33
Scotland -25 19 £400 -13.14% 20
Yorkshire +7 18 £248 -41.76% 31
North West -41 18 £413 -13.16% 48
East of England +18 9 £488 +8.33% 48
East Midlands +6 8 £400 +8.47% 25
North East +5 7 £450 -10.00% 12
Northern Ireland -4 7 £425 +25.93% 13
Wales +4 1 £220 - 9

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

For the 6 months to 30 April 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.

1 229 (48.31%) SQL
2 196 (41.35%) Data Analysis
3 166 (35.02%) Power Platform
4 165 (34.81%) Power BI
5 163 (34.39%) Social Skills
6 157 (33.12%) Business Intelligence
7 144 (30.38%) Analytical Skills
8 135 (28.48%) Finance
9 117 (24.68%) Analytics
10 113 (23.84%) Python
11 108 (22.78%) Visualisation
12 105 (22.15%) Problem-Solving
13 104 (21.94%) Data Governance
13 104 (21.94%) Data Quality
14 103 (21.73%) Microsoft Excel
15 83 (17.51%) Data Modelling
15 83 (17.51%) Migration
16 78 (16.46%) Tableau
17 72 (15.19%) Data Visualisation
18 70 (14.77%) Decision-Making
19 66 (13.92%) Data Warehouse
20 64 (13.50%) ETL
21 62 (13.08%) Banking
22 61 (12.87%) Data Management
23 60 (12.66%) Validation
24 58 (12.24%) Stakeholder Management
24 58 (12.24%) Actionable Insight
25 54 (11.39%) Microsoft
25 54 (11.39%) Agile
26 52 (10.97%) Data Migration

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 (4.43%) Confluence
2 19 (4.01%) SharePoint
3 12 (2.53%) 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 (21.73%) Microsoft Excel
2 18 (3.80%) Microsoft PowerPoint
3 14 (2.95%) MS Visio
4 10 (2.11%) Microsoft Office
5 8 (1.69%) Spreadsheet
6 2 (0.42%) Notepad++
Business Applications
1 8 (1.69%) SAP S/4HANA
2 4 (0.84%) Dynamics CRM
3 3 (0.63%) SAP MDG
4 2 (0.42%) Bankmaster
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
1 166 (35.02%) Power Platform
2 46 (9.70%) AWS
3 44 (9.28%) Azure
4 25 (5.27%) GCP
5 23 (4.85%) Snowflake
6 12 (2.53%) Azure Data Factory
7 9 (1.90%) Amazon S3
7 9 (1.90%) dbt
7 9 (1.90%) Dynamics 365
8 7 (1.48%) Azure Machine Learning
9 6 (1.27%) Adobe Analytics
9 6 (1.27%) Collibra
10 5 (1.05%) Microsoft Purview
11 4 (0.84%) AWS Lambda
11 4 (0.84%) Azure DevOps
11 4 (0.84%) Google Ads
11 4 (0.84%) Serverless
12 3 (0.63%) Google Analytics
12 3 (0.63%) Power Automate
12 3 (0.63%) SaaS
Communications & Networking
1 1 (0.21%) Firewall
1 1 (0.21%) Internet
1 1 (0.21%) Skype
Database & Business Intelligence
1 165 (34.81%) Power BI
2 78 (16.46%) Tableau
3 66 (13.92%) Data Warehouse
4 27 (5.70%) SQL Server
5 16 (3.38%) Data Mining
6 15 (3.16%) Looker
7 14 (2.95%) BigQuery
7 14 (2.95%) Metadata
8 12 (2.53%) Data Lake
9 9 (1.90%) Big Data
10 8 (1.69%) Amazon Athena
10 8 (1.69%) Relational Database
11 7 (1.48%) Power Query
11 7 (1.48%) QlikView
12 6 (1.27%) Qlik Sense
12 6 (1.27%) Snowflake Schema
12 6 (1.27%) SQL Server Reporting Services
13 5 (1.05%) Amazon Redshift
13 5 (1.05%) MS Access
14 4 (0.84%) PostgreSQL
Development Applications
1 28 (5.91%) JIRA
2 12 (2.53%) 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
1 163 (34.39%) Social Skills
2 144 (30.38%) Analytical Skills
3 135 (28.48%) Finance
4 62 (13.08%) Banking
5 24 (5.06%) Public Sector
6 19 (4.01%) Front Office
6 19 (4.01%) Investment Banking
7 16 (3.38%) Organisational Skills
8 15 (3.16%) Retail
9 13 (2.74%) Inclusion and Diversity
9 13 (2.74%) Marketing
9 13 (2.74%) Presentation Skills
10 12 (2.53%) Local Government
11 9 (1.90%) Manufacturing
12 6 (1.27%) Corporate Banking
12 6 (1.27%) Financial Institution
12 6 (1.27%) Telecoms
13 4 (0.84%) Billing
13 4 (0.84%) Games
13 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 31 (6.54%) Data Structures
2 14 (2.95%) Foreign Exchange (FX)
2 14 (2.95%) Management Information System
3 12 (2.53%) Product Ownership
4 11 (2.32%) Legacy Systems
4 11 (2.32%) Reference Data
5 9 (1.90%) Data Protection Act
6 7 (1.48%) Derivative
7 6 (1.27%) Analytical Mindset
7 6 (1.27%) Fixed Income
7 6 (1.27%) Greenfield Project
7 6 (1.27%) Self-Motivation
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%) Pricing Data
9 4 (0.84%) Reinsurance
10 3 (0.63%) Equities
10 3 (0.63%) Taxonomies
Operating Systems
1 2 (0.42%) Linux
2 1 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 196 (41.35%) Data Analysis
2 157 (33.12%) Business Intelligence
3 117 (24.68%) Analytics
4 108 (22.78%) Visualisation
5 105 (22.15%) Problem-Solving
6 104 (21.94%) Data Governance
7 83 (17.51%) Data Modelling
7 83 (17.51%) Migration
8 72 (15.19%) Data Visualisation
9 70 (14.77%) Decision-Making
10 64 (13.50%) ETL
11 61 (12.87%) Data Management
12 60 (12.66%) Validation
13 58 (12.24%) Actionable Insight
13 58 (12.24%) Stakeholder Management
14 54 (11.39%) Agile
15 52 (10.97%) Data Migration
16 50 (10.55%) Data Cleansing
17 46 (9.70%) Data Integration
18 36 (7.59%) Data Analytics
Programming Languages
1 229 (48.31%) SQL
2 113 (23.84%) Python
3 24 (5.06%) R
4 15 (3.16%) VBA
5 7 (1.48%) Data Analysis Expressions
5 7 (1.48%) PL/SQL
6 5 (1.05%) JavaScript
7 4 (0.84%) T-SQL
8 2 (0.42%) PHP
9 1 (0.21%) ABAP
9 1 (0.21%) MATLAB
9 1 (0.21%) Shell Script
9 1 (0.21%) VB
Qualifications
1 49 (10.34%) Security Cleared
2 40 (8.44%) SC Cleared
3 32 (6.75%) Degree
4 4 (0.84%) Master's Degree
5 3 (0.63%) Computer Science Degree
5 3 (0.63%) DV Cleared
6 2 (0.42%) BPSS Clearance
6 2 (0.42%) DBS Check
7 1 (0.21%) ACCA
7 1 (0.21%) CASP
7 1 (0.21%) CIMA
7 1 (0.21%) CISA
7 1 (0.21%) CISM
7 1 (0.21%) CISSP
7 1 (0.21%) CTC Cleared
7 1 (0.21%) HNC
7 1 (0.21%) IIBA
7 1 (0.21%) Microsoft Certification
Quality Assurance & Compliance
1 104 (21.94%) Data Quality
2 38 (8.02%) QA
3 22 (4.64%) GDPR
4 11 (2.32%) 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 54 (11.39%) Microsoft
2 37 (7.81%) Oracle
3 26 (5.49%) Google
3 26 (5.49%) SAP
4 25 (5.27%) Databricks
5 15 (3.16%) Informatica
6 12 (2.53%) Alteryx
7 8 (1.69%) Talend
8 7 (1.48%) Ariba
9 6 (1.27%) Adobe
9 6 (1.27%) IBM
9 6 (1.27%) Palantir
9 6 (1.27%) Salesforce
10 5 (1.05%) Foundry
10 5 (1.05%) Workday
11 4 (0.84%) Ab Initio
11 4 (0.84%) Bloomberg
11 4 (0.84%) Denodo
12 3 (0.63%) BMC
12 3 (0.63%) Cognos