Data Interpretation Contract Job Trends

Data Interpretation
UK

The table below provides summary statistics and contractor rates for jobs requiring Data Interpretation skills. It covers contract job vacancies from the 6 months leading up to 16 December 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 559 504 580
Rank change year-on-year -55 +76 +177
Contract jobs citing Data Interpretation 44 40 22
As % of all contract jobs in the UK 0.12% 0.12% 0.050%
As % of the Processes & Methodologies category 0.14% 0.13% 0.056%
Number of daily rates quoted 24 30 17
10th Percentile £360 £271 £290
25th Percentile £419 £326 £389
Median daily rate (50th Percentile) £494 £475 £451
Median % change year-on-year +3.95% +5.44% -9.90%
75th Percentile £563 £551 £538
90th Percentile £660 £653 £613
UK excluding London median daily rate £475 £450 £429
% change year-on-year +5.56% +4.96% -12.50%
Number of hourly rates quoted 1 2 1
10th Percentile - £26.03 -
25th Percentile - £26.06 £25.50
Median hourly rate £15.31 £27.25 £26.00
Median % change year-on-year -43.82% +4.81% -16.13%
75th Percentile - £28.56 £26.50
90th Percentile - £28.68 -
UK excluding London median hourly rate £15.31 £27.25 £26.00
% change year-on-year -43.82% +4.81% -16.13%

All Process and Methodology Skills
UK

Data Interpretation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 32,471 30,121 39,108
As % of all contract IT jobs advertised in the UK 88.45% 87.99% 88.49%
Number of daily rates quoted 20,452 18,385 26,091
10th Percentile £300 £306 £308
25th Percentile £406 £413 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £619 £638 £650
90th Percentile £725 £745 £745
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 2,090 1,000 1,510
10th Percentile £14.50 £15.61 £14.49
25th Percentile £17.50 £20.30 £19.02
Median hourly rate £25.15 £32.50 £43.85
Median % change year-on-year -22.62% -25.88% +25.29%
75th Percentile £48.75 £62.50 £65.00
90th Percentile £68.00 £74.00 £77.50
UK excluding London median hourly rate £23.04 £32.39 £44.50
% change year-on-year -28.87% -27.21% +39.06%

Data Interpretation
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Data Interpretation relative to all contract IT jobs advertised.

Data Interpretation job vacancy trend in the UK

Data Interpretation
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Data Interpretation.

Contractor daily rate distribution trend for jobs in the UK citing Data Interpretation

Data Interpretation
Daily Rate Histogram

Daily rate distribution for jobs citing Data Interpretation over the 6 months to 16 December 2025.

Daily rate histogram for Data Interpretation in the UK

Data Interpretation
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Data Interpretation.

Contractor hourly rate distribution trend for jobs in the UK citing Data Interpretation

Data Interpretation
Top 14 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Interpretation within the UK over the 6 months to 16 December 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 -37 38 £494 +6.76% 22
UK excluding London -54 25 £475 +5.56% 16
London +3 17 £500 +5.26% 8
Work from Home 0 16 £469 +4.17% 14
South East -17 6 £575 +9.52% 4
South West -4 5 £450 - 3
Wales - 5 - -
North of England -49 4 £350 -22.22% 1
Yorkshire -44 3 £350 -22.22%
West Midlands -30 2 £500 -
Midlands -37 2 £500 - 2
East of England - 2 £413 - 5
Scotland +4 1 - -
North West -38 1 - - 1

Data Interpretation
Co-Occurring Skills & Capabilities 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 2 (4.55%) SharePoint
2 1 (2.27%) Jupyter
Applications
1 8 (18.18%) Microsoft Excel
2 4 (9.09%) Microsoft Office
3 3 (6.82%) Microsoft PowerPoint
4 1 (2.27%) Microsoft Project
Business Applications
1 1 (2.27%) PORTIA
1 1 (2.27%) Primavera
1 1 (2.27%) SAP IBP
Cloud Services
1 8 (18.18%) Power Platform
2 2 (4.55%) AWS
2 2 (4.55%) GCP
3 1 (2.27%) Azure
3 1 (2.27%) Microsoft Copilot
3 1 (2.27%) Power Automate
3 1 (2.27%) PowerApps
3 1 (2.27%) Snowflake
3 1 (2.27%) SuccessFactors
Communications & Networking
1 2 (4.55%) 2G
1 2 (4.55%) 5G
1 2 (4.55%) LTE
1 2 (4.55%) Mobile Backhaul
1 2 (4.55%) tcpdump
1 2 (4.55%) VoIP
1 2 (4.55%) Wireshark
Database & Business Intelligence
1 8 (18.18%) Power BI
2 6 (13.64%) Metadata
3 3 (6.82%) Geospatial Data
3 3 (6.82%) Spatial Data
3 3 (6.82%) Tableau
4 2 (4.55%) Snowflake Schema
4 2 (4.55%) Spotfire
5 1 (2.27%) Informix
5 1 (2.27%) MySQL
5 1 (2.27%) SQL Server
5 1 (2.27%) SQL Server Integration Services
Development Applications
1 2 (4.55%) JIRA
2 1 (2.27%) MLflow
General
1 25 (56.82%) Analytical Skills
2 20 (45.45%) Social Skills
3 9 (20.45%) Finance
4 5 (11.36%) Welsh Language
5 4 (9.09%) Public Sector
6 3 (6.82%) Telecoms
7 2 (4.55%) Organisational Skills
8 1 (2.27%) Advertising
8 1 (2.27%) Banking
8 1 (2.27%) Digital Health
8 1 (2.27%) Documentation Skills
8 1 (2.27%) Influencing Skills
8 1 (2.27%) Local Government
8 1 (2.27%) Manufacturing
8 1 (2.27%) Presentation Skills
8 1 (2.27%) Retail
Job Titles
1 18 (40.91%) Analyst
2 9 (20.45%) Data Analyst
3 7 (15.91%) Lead
4 5 (11.36%) Data Quality Analyst
4 5 (11.36%) Data Quality Specialist
4 5 (11.36%) Quality Analyst
5 4 (9.09%) Business Analyst
5 4 (9.09%) Technical Leader
6 3 (6.82%) Data Scientist
7 2 (4.55%) Applications Analyst
7 2 (4.55%) Business Intelligence Lead
7 2 (4.55%) Consultant
7 2 (4.55%) Excel Analyst
7 2 (4.55%) Network Analyst
7 2 (4.55%) PMO Manager
8 1 (2.27%) Asset Management Business Analyst
8 1 (2.27%) Pensions Analyst
8 1 (2.27%) Pensions Business Analyst
8 1 (2.27%) Reward Analyst
8 1 (2.27%) SC Cleared Business Analyst
Libraries, Frameworks & Software Standards
1 1 (2.27%) NumPy
1 1 (2.27%) Pandas
1 1 (2.27%) PyTorch
1 1 (2.27%) scikit-learn
Miscellaneous
1 5 (11.36%) Algorithms
1 5 (11.36%) Product Ownership
2 3 (6.82%) Analytical Mindset
3 2 (4.55%) Data Protection Act
3 2 (4.55%) Data Structures
3 2 (4.55%) Digital Currency
3 2 (4.55%) Driving Licence
3 2 (4.55%) IoT
3 2 (4.55%) Operational Technology
4 1 (2.27%) Data Centre
4 1 (2.27%) Genomics
4 1 (2.27%) Management Information System
4 1 (2.27%) NHS
4 1 (2.27%) PMI
Processes & Methodologies
1 22 (50.00%) Data Analysis
2 18 (40.91%) Problem-Solving
3 16 (36.36%) Analytics
4 13 (29.55%) Decision-Making
5 10 (22.73%) Agile
5 10 (22.73%) Continuous Improvement
5 10 (22.73%) Visualisation
6 9 (20.45%) Business Intelligence
7 8 (18.18%) Actionable Insight
7 8 (18.18%) Data Modelling
7 8 (18.18%) Programme Delivery
8 7 (15.91%) Stakeholder Engagement
9 6 (13.64%) AI
9 6 (13.64%) Data Management
9 6 (13.64%) Data Science
9 6 (13.64%) Machine Learning
10 5 (11.36%) Dashboard Development
10 5 (11.36%) Data Discovery
10 5 (11.36%) Metadata Management
10 5 (11.36%) Storytelling
Programming Languages
1 9 (20.45%) Python
2 8 (18.18%) SQL
3 4 (9.09%) R
4 2 (4.55%) IronPython
5 1 (2.27%) Data Analysis Expressions
Qualifications
1 9 (20.45%) Degree
2 4 (9.09%) Security Cleared
3 2 (4.55%) DV Cleared
4 1 (2.27%) CIMA
4 1 (2.27%) PMI Certification
4 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 7 (15.91%) Data Quality
2 4 (9.09%) PMO
2 4 (9.09%) QA
3 2 (4.55%) ISO 9001
4 1 (2.27%) Actionable Recommendations
4 1 (2.27%) GDPR
System Software
1 1 (2.27%) Docker
Systems Management
1 1 (2.27%) HP ALM
1 1 (2.27%) Kubernetes
Vendors
1 8 (18.18%) Microsoft
2 1 (2.27%) Anaplan
2 1 (2.27%) Charles River
2 1 (2.27%) Dell
2 1 (2.27%) HP
2 1 (2.27%) Informatica
2 1 (2.27%) Intel
2 1 (2.27%) Oracle
2 1 (2.27%) SAP
2 1 (2.27%) SimCorp
2 1 (2.27%) Talend