Data Mapping Contracts with Hybrid/Remote/WFH Options

Data Mapping
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Data Mapping skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Mapping over the 6 months leading up to 1 April 2025, comparing them to the same period in the previous two years.

6 months to
1 Apr 2025
Same period 2024 Same period 2023
Rank 215 269 345
Rank change year-on-year +54 +76 +56
Contract jobs citing Data Mapping 85 93 150
As % of all contract jobs with a WFH option 0.84% 0.58% 0.54%
As % of the Processes & Methodologies category 0.93% 0.67% 0.60%
Number of daily rates quoted 68 61 102
10th Percentile £371 £363 £401
25th Percentile £423 £481 £450
Median daily rate (50th Percentile) £550 £515 £520
Median % change year-on-year +6.80% -0.96% +4.00%
75th Percentile £650 £575 £609
90th Percentile £779 £675 £725
UK median daily rate £535 £523 £525
% change year-on-year +2.39% -0.48% +5.00%

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 9,101 13,955 24,820
As % of all contract jobs with a WFH option 90.34% 87.61% 89.90%
Number of daily rates quoted 6,240 9,317 17,556
10th Percentile £331 £325 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £525 £525 £545
Median % change year-on-year - -3.67% +3.81%
75th Percentile £638 £638 £650
90th Percentile £750 £738 £750
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% +4.76%
Number of hourly rates quoted 211 544 571
10th Percentile £14.20 £14.42 £19.00
25th Percentile £21.13 £23.40 £31.25
Median hourly rate £39.00 £38.12 £55.00
Median % change year-on-year +2.31% -30.69% +57.14%
75th Percentile £65.00 £60.00 £68.75
90th Percentile £75.00 £77.00 £80.00
UK median hourly rate £31.76 £32.50 £36.65
% change year-on-year -2.28% -11.33% +47.67%

Data Mapping
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Mapping as a proportion of all IT jobs advertised.

Data Mapping trend for jobs with Hybrid/Remote/WFH options

Data Mapping
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Data Mapping.

Data Mapping daily rate for jobs with a WFH option

Data Mapping
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Data Mapping over the 6 months to 1 April 2025.

Data Mapping daily rate histogram for jobs with a WFH option

Data Mapping
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with remote working options citing Data Mapping.

Data Mapping hourly rate for jobs with a WFH option

Data Mapping
Co-occurring Skills and Capabilities with WFH Options 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 2 (2.35%) Confluence
1 2 (2.35%) MTS
1 2 (2.35%) Oracle Workflow
Applications
1 8 (9.41%) Microsoft Excel
2 1 (1.18%) Microsoft Office
2 1 (1.18%) Microsoft PowerPoint
2 1 (1.18%) MS Visio
Business Applications
1 8 (9.41%) SAP S/4HANA
2 7 (8.24%) Aladdin
3 6 (7.06%) thinkFolio
4 5 (5.88%) Oracle EBS
5 3 (3.53%) Dynamics CRM
5 3 (3.53%) SAP PM
6 2 (2.35%) Oracle Applications
6 2 (2.35%) Oracle Assets
6 2 (2.35%) Oracle Cash Management
6 2 (2.35%) Oracle EBS R12
6 2 (2.35%) Oracle E-Business Tax
6 2 (2.35%) Oracle General Ledger
6 2 (2.35%) Oracle Internet Expenses
6 2 (2.35%) Oracle iProcurement
6 2 (2.35%) Oracle Payables
6 2 (2.35%) Oracle Receivables
6 2 (2.35%) Oracle Subledger Accounting
7 1 (1.18%) Dynamics AX
7 1 (1.18%) Murex MxG2000
7 1 (1.18%) UltiPro
Cloud Services
1 15 (17.65%) Azure
2 7 (8.24%) AWS
3 6 (7.06%) Dynamics 365
4 5 (5.88%) Power Platform
5 4 (4.71%) Azure Data Factory
5 4 (4.71%) SuccessFactors
6 3 (3.53%) Entra ID
6 3 (3.53%) Microsoft 365
6 3 (3.53%) Power Automate
6 3 (3.53%) PowerApps
7 2 (2.35%) Amazon SQS
7 2 (2.35%) Azure DevOps
7 2 (2.35%) Azure Logic Apps
7 2 (2.35%) Salsify
8 1 (1.18%) Azure Synapse Analytics
8 1 (1.18%) GCP
8 1 (1.18%) GitHub
8 1 (1.18%) GitHub Actions
8 1 (1.18%) Microsoft Purview
8 1 (1.18%) SaaS
Database & Business Intelligence
1 5 (5.88%) SQL Server
2 4 (4.71%) Data Warehouse
2 4 (4.71%) Power Query
3 2 (2.35%) Oracle Reports
3 2 (2.35%) Power BI
4 1 (1.18%) Amazon Athena
4 1 (1.18%) Amazon RDS
4 1 (1.18%) Amazon Redshift
4 1 (1.18%) Azure SQL Database
4 1 (1.18%) Data Hub
4 1 (1.18%) Data Lake
4 1 (1.18%) MS Access
4 1 (1.18%) Oracle Database
4 1 (1.18%) Oracle ODI
4 1 (1.18%) PostgreSQL
4 1 (1.18%) SAP BW
4 1 (1.18%) SAP Data Services
4 1 (1.18%) SAP HANA
Development Applications
1 3 (3.53%) JIRA
2 1 (1.18%) ERwin
2 1 (1.18%) LSMW
2 1 (1.18%) Postman
General
1 25 (29.41%) Finance
2 17 (20.00%) Social Skills
3 13 (15.29%) Analytical Skills
4 11 (12.94%) Front Office
5 7 (8.24%) Manufacturing
6 6 (7.06%) Banking
7 4 (4.71%) Inclusion and Diversity
8 3 (3.53%) Investment Banking
8 3 (3.53%) Retail
9 2 (2.35%) Billing
9 2 (2.35%) Documentation Skills
9 2 (2.35%) General Ledger
9 2 (2.35%) Pharmaceutical
9 2 (2.35%) Telecoms
10 1 (1.18%) Aerospace
10 1 (1.18%) Automotive
10 1 (1.18%) Aviation
10 1 (1.18%) Back Office
10 1 (1.18%) Presentation Skills
10 1 (1.18%) Public Sector
Job Titles
1 36 (42.35%) Analyst
2 25 (29.41%) Business Analyst
3 12 (14.12%) Data Analyst
4 10 (11.76%) Data Engineer
5 9 (10.59%) Business Manager
5 9 (10.59%) Consultant
5 9 (10.59%) Fixed Income Business Analyst
6 6 (7.06%) Developer
6 6 (7.06%) Lead
7 5 (5.88%) Data Business Analyst
8 4 (4.71%) Data Consultant
8 4 (4.71%) Data Migration Engineer
8 4 (4.71%) Migration Engineer
8 4 (4.71%) Senior
9 3 (3.53%) Architect
9 3 (3.53%) Data Migration Consultant
9 3 (3.53%) Junior
9 3 (3.53%) Migration Analyst
9 3 (3.53%) Migration Consultant
9 3 (3.53%) SAP Consultant
Libraries, Frameworks & Software Standards
1 3 (3.53%) FHIR
2 2 (2.35%) JSON
2 2 (2.35%) REST
2 2 (2.35%) Web Services
3 1 (1.18%) BAPI
3 1 (1.18%) Murex MxML
3 1 (1.18%) OpenAPI
3 1 (1.18%) PySpark
3 1 (1.18%) pytest
3 1 (1.18%) SAP TM
3 1 (1.18%) Swagger
Miscellaneous
1 11 (12.94%) Derivative
2 9 (10.59%) Fixed Income
2 9 (10.59%) Hedge funds
2 9 (10.59%) Onboarding
3 8 (9.41%) Legacy Systems
4 4 (4.71%) Data Structures
5 3 (3.53%) Foreign Exchange (FX)
5 3 (3.53%) Life Science
5 3 (3.53%) Reference Data
6 2 (2.35%) Frameworx
6 2 (2.35%) Product Ownership
6 2 (2.35%) TM Forum
7 1 (1.18%) Credit Risk
7 1 (1.18%) Data Centre
7 1 (1.18%) Greenfield Project
7 1 (1.18%) Market Risk
7 1 (1.18%) NHS
7 1 (1.18%) OTC Derivatives
7 1 (1.18%) SWIFT Messaging Network
7 1 (1.18%) Virtual Team
Operating Systems
1 4 (4.71%) Linux
2 3 (3.53%) Windows
3 2 (2.35%) Unix
Processes & Methodologies
1 31 (36.47%) Migration
2 26 (30.59%) Agile
3 23 (27.06%) Data Migration
4 20 (23.53%) Data Governance
5 19 (22.35%) ETL
6 18 (21.18%) Validation
7 14 (16.47%) Business Analysis
8 13 (15.29%) Problem-Solving
9 12 (14.12%) Asset Management
10 11 (12.94%) Data Management
10 11 (12.94%) Investment Management
11 10 (11.76%) Data Integration
11 10 (11.76%) Data Modelling
11 10 (11.76%) Requirements Gathering
12 9 (10.59%) Analytics
12 9 (10.59%) Business Intelligence
12 9 (10.59%) Data Cleansing
12 9 (10.59%) Data Transformation
12 9 (10.59%) Portfolio Management
12 9 (10.59%) User Acceptance Testing
Programming Languages
1 31 (36.47%) SQL
2 15 (17.65%) Python
3 6 (7.06%) PL/SQL
4 3 (3.53%) Java
4 3 (3.53%) T-SQL
5 2 (2.35%) C
5 2 (2.35%) Data Analysis Expressions
6 1 (1.18%) ABAP
6 1 (1.18%) PowerShell
6 1 (1.18%) Shell Script
Qualifications
1 7 (8.24%) SC Cleared
1 7 (8.24%) Security Cleared
2 5 (5.88%) Degree
3 2 (2.35%) BPSS Clearance
4 1 (1.18%) AWS Certification
4 1 (1.18%) SAP Certification
Quality Assurance & Compliance
1 20 (23.53%) Data Quality
2 3 (3.53%) QA
3 1 (1.18%) GDPR
3 1 (1.18%) ISO 20022
3 1 (1.18%) SEPA
System Software
1 3 (3.53%) Active Directory
2 2 (2.35%) Docker
Systems Management
1 2 (2.35%) Kibana
1 2 (2.35%) Kubernetes
1 2 (2.35%) Single Sign-On
1 2 (2.35%) Terraform
2 1 (1.18%) Oracle Enterprise Manager
Vendors
1 12 (14.12%) SAP
2 11 (12.94%) Charles River
3 10 (11.76%) Microsoft
4 7 (8.24%) Oracle
5 6 (7.06%) BISAM
5 6 (7.06%) Calypso
5 6 (7.06%) SimCorp
6 5 (5.88%) Informatica
7 2 (2.35%) Alteryx
7 2 (2.35%) Murex
7 2 (2.35%) OneTrust
7 2 (2.35%) Salesforce
7 2 (2.35%) ServiceNow
8 1 (1.18%) Atlassian
8 1 (1.18%) Pega
8 1 (1.18%) Sparx