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 25 April 2025, comparing them to the same period in the previous two years.

6 months to
25 Apr 2025
Same period 2024 Same period 2023
Rank 206 249 331
Rank change year-on-year +43 +82 +72
Contract jobs citing Data Mapping 101 97 141
As % of all contract jobs with a WFH option 1.01% 0.63% 0.54%
As % of the Processes & Methodologies category 1.11% 0.71% 0.60%
Number of daily rates quoted 84 57 89
10th Percentile £354 £326 £404
25th Percentile £450 £481 £450
Median daily rate (50th Percentile) £555 £500 £525
Median % change year-on-year +11.00% -4.76% +5.00%
75th Percentile £651 £575 £613
90th Percentile £788 £680 £725
UK median daily rate £550 £525 £525
% change year-on-year +4.76% - +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 9,129 13,569 23,472
As % of all contract jobs with a WFH option 90.92% 87.77% 89.84%
Number of daily rates quoted 6,254 9,056 16,562
10th Percentile £338 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £523 £525 £550
% change year-on-year -0.38% -4.55% +4.76%
Number of hourly rates quoted 225 563 559
10th Percentile £14.20 £14.90 £19.00
25th Percentile £19.75 £24.00 £30.65
Median hourly rate £40.00 £40.00 £55.00
Median % change year-on-year - -27.27% +57.14%
75th Percentile £66.50 £60.00 £69.25
90th Percentile £75.00 £75.25 £80.25
UK median hourly rate £29.00 £35.00 £37.50
% change year-on-year -17.14% -6.67% +50.00%

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 25 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 (1.98%) Oracle Workflow
2 1 (0.99%) CMS
2 1 (0.99%) Confluence
Applications
1 11 (10.89%) Microsoft Excel
2 1 (0.99%) Microsoft Office
2 1 (0.99%) Microsoft PowerPoint
2 1 (0.99%) MS Visio
Business Applications
1 14 (13.86%) Aladdin
2 13 (12.87%) thinkFolio
3 7 (6.93%) SAP S/4HANA
4 5 (4.95%) Oracle EBS
5 3 (2.97%) Dynamics CRM
6 2 (1.98%) Oracle Applications
6 2 (1.98%) Oracle Assets
6 2 (1.98%) Oracle Cash Management
6 2 (1.98%) Oracle EBS R12
6 2 (1.98%) Oracle E-Business Tax
6 2 (1.98%) Oracle General Ledger
6 2 (1.98%) Oracle Internet Expenses
6 2 (1.98%) Oracle iProcurement
6 2 (1.98%) Oracle Payables
6 2 (1.98%) Oracle Receivables
6 2 (1.98%) Oracle Subledger Accounting
7 1 (0.99%) Dynamics AX
7 1 (0.99%) Murex MxG2000
7 1 (0.99%) SAP MDG
7 1 (0.99%) SAP PM
Cloud Services
1 17 (16.83%) Azure
2 9 (8.91%) AWS
3 7 (6.93%) Power Platform
4 6 (5.94%) Dynamics 365
5 4 (3.96%) Azure Data Factory
5 4 (3.96%) Azure Synapse Analytics
5 4 (3.96%) Salsify
6 3 (2.97%) Entra ID
6 3 (2.97%) Microsoft 365
6 3 (2.97%) Power Automate
6 3 (2.97%) PowerApps
6 3 (2.97%) SuccessFactors
7 2 (1.98%) Amazon SQS
7 2 (1.98%) Azure DevOps
7 2 (1.98%) Azure Logic Apps
8 1 (0.99%) Collibra
8 1 (0.99%) dbt
8 1 (0.99%) GitHub Actions
8 1 (0.99%) Microsoft Purview
8 1 (0.99%) Snowflake
Database & Business Intelligence
1 7 (6.93%) SQL Server
2 6 (5.94%) Power Query
3 4 (3.96%) Data Warehouse
3 4 (3.96%) Power BI
4 3 (2.97%) PostgreSQL
5 2 (1.98%) Amazon RDS
5 2 (1.98%) Oracle Database
5 2 (1.98%) Oracle Reports
6 1 (0.99%) Amazon Athena
6 1 (0.99%) Amazon Redshift
6 1 (0.99%) Azure SQL Database
6 1 (0.99%) Data Hub
6 1 (0.99%) Data Lake
6 1 (0.99%) MS Access
6 1 (0.99%) Oracle ODI
6 1 (0.99%) Relational Database
6 1 (0.99%) SAP BW
6 1 (0.99%) SAP Data Services
6 1 (0.99%) SAP HANA
6 1 (0.99%) Tableau
Development Applications
1 2 (1.98%) JIRA
2 1 (0.99%) ERwin
2 1 (0.99%) LSMW
General
1 36 (35.64%) Finance
2 22 (21.78%) Social Skills
3 18 (17.82%) Front Office
4 14 (13.86%) Analytical Skills
5 8 (7.92%) Banking
6 6 (5.94%) Manufacturing
7 4 (3.96%) Inclusion and Diversity
7 4 (3.96%) Retail
8 3 (2.97%) Billing
8 3 (2.97%) Investment Banking
8 3 (2.97%) Telecoms
9 2 (1.98%) Documentation Skills
9 2 (1.98%) General Ledger
9 2 (1.98%) Pharmaceutical
10 1 (0.99%) Aviation
10 1 (0.99%) Back Office
10 1 (0.99%) Financial Institution
10 1 (0.99%) Marketing
10 1 (0.99%) Police
10 1 (0.99%) Presentation Skills
Job Titles
1 46 (45.54%) Analyst
2 34 (33.66%) Business Analyst
3 16 (15.84%) Business Manager
3 16 (15.84%) Fixed Income Business Analyst
4 14 (13.86%) Data Analyst
4 14 (13.86%) Data Engineer
5 11 (10.89%) Consultant
6 7 (6.93%) Data Consultant
6 7 (6.93%) Lead
7 6 (5.94%) Data Business Analyst
7 6 (5.94%) Developer
8 4 (3.96%) Azure Data Engineer
8 4 (3.96%) Azure Engineer
8 4 (3.96%) Data Steward
8 4 (3.96%) Migration Analyst
8 4 (3.96%) Senior
9 3 (2.97%) Data Migration Consultant
9 3 (2.97%) Data Migration Engineer
9 3 (2.97%) Designer
9 3 (2.97%) Migration Engineer
Libraries, Frameworks & Software Standards
1 6 (5.94%) JSON
2 3 (2.97%) FHIR
2 3 (2.97%) PySpark
2 3 (2.97%) REST
2 3 (2.97%) Web Services
3 2 (1.98%) SAP TM
4 1 (0.99%) BAPI
4 1 (0.99%) Murex MxML
4 1 (0.99%) pytest
Miscellaneous
1 18 (17.82%) Derivative
2 16 (15.84%) Fixed Income
2 16 (15.84%) Hedge funds
2 16 (15.84%) Onboarding
3 7 (6.93%) Legacy Systems
4 5 (4.95%) Data Structures
5 4 (3.96%) Foreign Exchange (FX)
6 3 (2.97%) Frameworx
6 3 (2.97%) Life Science
6 3 (2.97%) Reference Data
6 3 (2.97%) TM Forum
7 2 (1.98%) Product Ownership
8 1 (0.99%) CMDB
8 1 (0.99%) Credit Risk
8 1 (0.99%) Data Centre
8 1 (0.99%) Greenfield Project
8 1 (0.99%) Market Risk
8 1 (0.99%) OTC Derivatives
8 1 (0.99%) SWIFT Messaging Network
8 1 (0.99%) Virtual Team
Operating Systems
1 4 (3.96%) Linux
2 3 (2.97%) Windows
3 2 (1.98%) Unix
Processes & Methodologies
1 35 (34.65%) Agile
1 35 (34.65%) Migration
2 26 (25.74%) Data Migration
3 24 (23.76%) Data Governance
4 23 (22.77%) ETL
4 23 (22.77%) Validation
5 22 (21.78%) Business Analysis
6 19 (18.81%) Asset Management
7 18 (17.82%) Business Intelligence
7 18 (17.82%) Investment Management
8 16 (15.84%) Data Modelling
8 16 (15.84%) Portfolio Management
9 15 (14.85%) Data Transformation
10 13 (12.87%) Data Management
10 13 (12.87%) Problem-Solving
11 12 (11.88%) Analytics
11 12 (11.88%) Data Cleansing
12 11 (10.89%) Data Integration
13 10 (9.90%) Data Engineering
13 10 (9.90%) Requirements Gathering
Programming Languages
1 45 (44.55%) SQL
2 24 (23.76%) Python
3 6 (5.94%) PL/SQL
4 3 (2.97%) Java
4 3 (2.97%) T-SQL
5 2 (1.98%) C
5 2 (1.98%) Data Analysis Expressions
6 1 (0.99%) ABAP
6 1 (0.99%) PowerShell
6 1 (0.99%) Shell Script
Qualifications
1 9 (8.91%) Security Cleared
2 8 (7.92%) SC Cleared
3 6 (5.94%) Degree
4 4 (3.96%) BPSS Clearance
5 1 (0.99%) AWS Certification
5 1 (0.99%) Computer Science Degree
5 1 (0.99%) SAP Certification
Quality Assurance & Compliance
1 24 (23.76%) Data Quality
2 3 (2.97%) QA
3 1 (0.99%) GDPR
3 1 (0.99%) ISO 20022
3 1 (0.99%) SEPA
System Software
1 3 (2.97%) Active Directory
2 2 (1.98%) Docker
Systems Management
1 3 (2.97%) Terraform
2 2 (1.98%) Kibana
2 2 (1.98%) Kubernetes
2 2 (1.98%) Single Sign-On
3 1 (0.99%) Oracle Enterprise Manager
Vendors
1 18 (17.82%) Charles River
2 13 (12.87%) BISAM
2 13 (12.87%) Calypso
2 13 (12.87%) SimCorp
3 12 (11.88%) Microsoft
4 10 (9.90%) Oracle
4 10 (9.90%) SAP
5 7 (6.93%) Informatica
6 3 (2.97%) Databricks
6 3 (2.97%) Salesforce
6 3 (2.97%) ServiceNow
7 2 (1.98%) Alteryx
7 2 (1.98%) Murex
7 2 (1.98%) OneTrust
8 1 (0.99%) Pega
8 1 (0.99%) Sparx