Hybrid/Remote Data Mapping Contract Job Trends

Data Mapping
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Data Mapping skills. It covers contract job vacancies from the 6 months leading up to 11 December 2025, with comparisons to the same periods in the previous two years.

6 months to
11 Dec 2025
Same period 2024 Same period 2023
Rank 223 214 273
Rank change year-on-year -9 +59 +134
Contract jobs citing Data Mapping 95 104 119
As % of all contract jobs with remote/hybrid work options 0.93% 0.86% 0.67%
As % of the Processes & Methodologies category 1.02% 0.97% 0.75%
Number of daily rates quoted 64 68 89
10th Percentile £337 £400 £410
25th Percentile £412 £417 £463
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -
75th Percentile £588 £600 £638
90th Percentile £693 £723 £650
UK median daily rate £500 £505 £523
% change year-on-year -0.99% -3.35% -0.48%

All Process and Methodology Skills
Work from Home

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

Contract vacancies with a requirement for process or methodology skills 9,282 10,741 15,802
As % of all contract jobs with a WFH option 91.14% 88.53% 88.84%
Number of daily rates quoted 6,142 6,773 10,840
10th Percentile £325 £325 £340
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - -4.55%
75th Percentile £619 £638 £638
90th Percentile £724 £750 £738
UK median daily rate £500 £525 £533
% change year-on-year -4.76% -1.50% -3.09%
Number of hourly rates quoted 326 222 384
10th Percentile £15.18 £17.58 £19.99
25th Percentile £20.25 £22.50 £26.25
Median hourly rate £41.59 £37.50 £52.50
Median % change year-on-year +10.91% -28.57% -4.55%
75th Percentile £65.00 £65.00 £70.00
90th Percentile £70.00 £75.00 £86.50
UK median hourly rate £25.13 £33.00 £42.50
% change year-on-year -23.86% -22.35% +21.43%

Data Mapping
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing Data Mapping and offering remote or hybrid work options relative to all contract IT jobs advertised.

Data Mapping job vacancy trend for remote/hybrid jobs

Data Mapping
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Data Mapping.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Data Mapping

Data Mapping
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Data Mapping over the 6 months to 11 December 2025.

Data Mapping daily rate histogram for jobs with remote/hybrid work options

Data Mapping
Hourly Rate Trend for Remote/Hybrid Jobs

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Data Mapping.

Contractor hourly rate distribution trend for jobs with remote/hybrid work options citing Data Mapping

Data Mapping
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 5 (5.26%) nginx
2 4 (4.21%) Confluence
3 3 (3.16%) SharePoint
4 1 (1.05%) Anypoint
4 1 (1.05%) Oracle Collaboration Suite
Applications
1 15 (15.79%) Microsoft Excel
2 11 (11.58%) MS Visio
3 5 (5.26%) Microsoft PowerPoint
4 1 (1.05%) Microsoft Office
Business Applications
1 8 (8.42%) SAP S/4HANA
2 2 (2.11%) Dynamics CRM
2 2 (2.11%) SAP SD
2 2 (2.11%) SAP Travel Management
2 2 (2.11%) Workday HCM
3 1 (1.05%) Aladdin
3 1 (1.05%) Dynamics AX
3 1 (1.05%) Endur
3 1 (1.05%) Loan IQ
3 1 (1.05%) Maximo
3 1 (1.05%) NetSuite
3 1 (1.05%) Oracle EBS
3 1 (1.05%) Oracle ERP
3 1 (1.05%) Salesforce CRM
3 1 (1.05%) SAP HCM
3 1 (1.05%) SAP Payroll
3 1 (1.05%) SAP R/3
Cloud Services
1 15 (15.79%) Azure
2 11 (11.58%) AWS
2 11 (11.58%) Power Platform
3 9 (9.47%) Serverless
4 7 (7.37%) Amazon SQS
4 7 (7.37%) AWS Lambda
5 6 (6.32%) Dynamics 365
6 5 (5.26%) Amazon EventBridge
6 5 (5.26%) Azure Logic Apps
6 5 (5.26%) GCP
6 5 (5.26%) GitHub
7 4 (4.21%) Azure DevOps
7 4 (4.21%) Azure Monitor
7 4 (4.21%) Power Automate
7 4 (4.21%) PowerApps
8 3 (3.16%) AtomSphere
8 3 (3.16%) Boomi
9 2 (2.11%) Azure Data Factory
9 2 (2.11%) Entra ID
9 2 (2.11%) Google Tag Manager
Database & Business Intelligence
1 7 (7.37%) Power BI
2 6 (6.32%) Metadata
2 6 (6.32%) Relational Database
3 5 (5.26%) Data Warehouse
3 5 (5.26%) SQL Server
4 3 (3.16%) BigQuery
5 2 (2.11%) DB2
6 1 (1.05%) DataStage
6 1 (1.05%) Elasticsearch
6 1 (1.05%) IMS/DB
6 1 (1.05%) Power Query
6 1 (1.05%) SAP HANA
6 1 (1.05%) SQL Server Analysis Services
6 1 (1.05%) Tableau
Development Applications
1 12 (12.63%) JIRA
2 2 (2.11%) Postman
General
1 34 (35.79%) Social Skills
2 32 (33.68%) Finance
3 18 (18.95%) Analytical Skills
4 10 (10.53%) Banking
5 7 (7.37%) Investment Banking
5 7 (7.37%) Public Sector
6 6 (6.32%) Documentation Skills
7 5 (5.26%) Digital Healthcare
8 4 (4.21%) Back Office
9 3 (3.16%) Organisational Skills
10 2 (2.11%) Inclusion and Diversity
10 2 (2.11%) Legal
10 2 (2.11%) Marketing
10 2 (2.11%) Presentation Skills
11 1 (1.05%) Corporate Banking
11 1 (1.05%) Dutch Language
11 1 (1.05%) Front Office
11 1 (1.05%) German Language
11 1 (1.05%) Manufacturing
11 1 (1.05%) Retail Banking
Job Titles
1 42 (44.21%) Analyst
2 32 (33.68%) Business Analyst
3 16 (16.84%) Data Analyst
4 15 (15.79%) Developer
5 13 (13.68%) Consultant
6 11 (11.58%) Data Business Analyst
7 7 (7.37%) Integration Developer
7 7 (7.37%) Lead
8 6 (6.32%) Management Consultant
8 6 (6.32%) Pensions Analyst
8 6 (6.32%) SAP Consultant
8 6 (6.32%) SAP SD Consultant
9 5 (5.26%) Banking Analyst
9 5 (5.26%) Data Engineer
9 5 (5.26%) Implementation Analyst
9 5 (5.26%) Senior
10 4 (4.21%) Asset Management Analyst
10 4 (4.21%) Asset Management Business Analyst
10 4 (4.21%) Identity and Access Management Analyst
10 4 (4.21%) Identity Management Analyst
Libraries, Frameworks & Software Standards
1 13 (13.68%) REST
2 12 (12.63%) JSON
2 12 (12.63%) XML
3 9 (9.47%) SOAP
4 8 (8.42%) HTML
5 7 (7.37%) OAuth
6 6 (6.32%) SAP TM
6 6 (6.32%) XSLT
7 5 (5.26%) OAuth2
7 5 (5.26%) RESTful
8 2 (2.11%) ADO
8 2 (2.11%) DCOM
8 2 (2.11%) Oracle Fusion
8 2 (2.11%) React
9 1 (1.05%) .NET
9 1 (1.05%) EDI
9 1 (1.05%) FHIR
9 1 (1.05%) Middleware
9 1 (1.05%) PySpark
9 1 (1.05%) Spring Boot
Miscellaneous
1 9 (9.47%) Data Structures
1 9 (9.47%) Onboarding
2 7 (7.37%) Legacy Systems
3 6 (6.32%) Data Protection Act
4 5 (5.26%) Cloud Native
5 4 (4.21%) Product Ownership
5 4 (4.21%) Reference Data
6 3 (3.16%) Greenfield Project
7 2 (2.11%) Mainframe
7 2 (2.11%) Marketing Technology
7 2 (2.11%) Mobile App
8 1 (1.05%) Credit Risk
8 1 (1.05%) e-Learning
8 1 (1.05%) IBM Mainframe
8 1 (1.05%) LIMS
8 1 (1.05%) Management Information System
8 1 (1.05%) Market Risk
8 1 (1.05%) Renewable Energy
8 1 (1.05%) Taxonomies
8 1 (1.05%) Virtual Team
Operating Systems
1 1 (1.05%) MVS
Processes & Methodologies
1 32 (33.68%) Agile
2 28 (29.47%) Migration
3 25 (26.32%) Stakeholder Management
4 21 (22.11%) Data Migration
5 17 (17.89%) Data Modelling
5 17 (17.89%) ETL
6 16 (16.84%) Data Analysis
6 16 (16.84%) Requirements Gathering
7 15 (15.79%) Workshop Facilitation
8 14 (14.74%) Validation
9 13 (13.68%) Data Cleansing
9 13 (13.68%) Data Governance
9 13 (13.68%) Data Transformation
9 13 (13.68%) User Acceptance Testing
9 13 (13.68%) User Stories
10 12 (12.63%) Stakeholder Engagement
11 11 (11.58%) Business Analysis
11 11 (11.58%) DevOps
11 11 (11.58%) Problem-Solving
12 10 (10.53%) Analytics
Programming Languages
1 16 (16.84%) SQL
2 12 (12.63%) Python
3 7 (7.37%) Java
4 4 (4.21%) C#
4 4 (4.21%) JavaScript
4 4 (4.21%) PowerShell
5 1 (1.05%) JCL
5 1 (1.05%) Korn
5 1 (1.05%) PL/1
5 1 (1.05%) PL/SQL
5 1 (1.05%) R
5 1 (1.05%) VB
5 1 (1.05%) VBA
Qualifications
1 17 (17.89%) Security Cleared
2 13 (13.68%) Degree
3 12 (12.63%) SC Cleared
4 6 (6.32%) Computer Science Degree
5 3 (3.16%) BPSS Clearance
6 2 (2.11%) CBAP
7 1 (1.05%) Azure Certification
7 1 (1.05%) IIBA
7 1 (1.05%) Microsoft Certification
7 1 (1.05%) Oracle Certification
Quality Assurance & Compliance
1 18 (18.95%) Data Quality
2 5 (5.26%) GDPR
2 5 (5.26%) QA
3 2 (2.11%) California Consumer Privacy Act
3 2 (2.11%) COBIT
4 1 (1.05%) HL7
4 1 (1.05%) IFRS
4 1 (1.05%) ISO/IEC 27001
4 1 (1.05%) NIST
System Software
1 7 (7.37%) Docker
2 1 (1.05%) Time Sharing Option
Systems Management
1 3 (3.16%) Terraform
2 2 (2.11%) Kibana
3 1 (1.05%) CA Endevor
Vendors
1 13 (13.68%) Microsoft
2 12 (12.63%) SAP
3 5 (5.26%) Oracle
3 5 (5.26%) Pega
3 5 (5.26%) Salesforce
4 4 (4.21%) ServiceNow
4 4 (4.21%) Workday
5 3 (3.16%) Google
6 2 (2.11%) Adobe
6 2 (2.11%) Databricks
6 2 (2.11%) Duck Creek
6 2 (2.11%) IBM
6 2 (2.11%) MuleSoft
6 2 (2.11%) OneTrust
6 2 (2.11%) Tealium
7 1 (1.05%) Ariba
7 1 (1.05%) Cognos
7 1 (1.05%) LabVantage
7 1 (1.05%) LabWare
7 1 (1.05%) Xceptor