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 4 July 2025, comparing them to the same period in the previous two years.

6 months to
4 Jul 2025
Same period 2024 Same period 2023
Rank 201 241 320
Rank change year-on-year +40 +79 +119
Contract jobs citing Data Mapping 109 111 134
As % of all contract jobs with a WFH option 1.08% 0.76% 0.56%
As % of the Processes & Methodologies category 1.17% 0.87% 0.62%
Number of daily rates quoted 89 69 82
10th Percentile £350 £360 £400
25th Percentile £455 £408 £456
Median daily rate (50th Percentile) £575 £500 £550
Median % change year-on-year +15.00% -9.09% +12.24%
75th Percentile £675 £575 £638
90th Percentile £788 £679 £725
UK median daily rate £550 £500 £538
% change year-on-year +10.00% -6.98% +7.50%

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 9,291 12,763 21,492
As % of all contract jobs with a WFH option 91.77% 87.18% 89.58%
Number of daily rates quoted 6,296 8,590 15,171
10th Percentile £325 £325 £358
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £513 £525 £540
Median % change year-on-year -2.38% -2.78% +0.93%
75th Percentile £638 £638 £650
90th Percentile £760 £750 £750
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% +1.38%
Number of hourly rates quoted 261 552 514
10th Percentile £13.00 £15.17 £17.80
25th Percentile £19.00 £25.50 £25.95
Median hourly rate £34.65 £43.00 £52.50
Median % change year-on-year -19.42% -18.10% +31.25%
75th Percentile £65.00 £60.76 £67.50
90th Percentile £75.00 £75.00 £79.19
UK median hourly rate £25.15 £37.50 £37.42
% change year-on-year -32.93% +0.21% +43.92%

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 4 July 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 4 (3.67%) Confluence
2 1 (0.92%) CMS
Applications
1 15 (13.76%) Microsoft Excel
2 4 (3.67%) MS Visio
3 2 (1.83%) Microsoft Office
Business Applications
1 19 (17.43%) Aladdin
1 19 (17.43%) thinkFolio
2 7 (6.42%) SAP S/4HANA
3 3 (2.75%) Oracle EBS
3 3 (2.75%) SAP PM
4 1 (0.92%) Dynamics AX
4 1 (0.92%) Loan IQ
4 1 (0.92%) Murex MxG2000
4 1 (0.92%) Oracle SCM
4 1 (0.92%) SAP ERP
4 1 (0.92%) SAP MDG
Cloud Services
1 16 (14.68%) Azure
2 8 (7.34%) Azure Synapse Analytics
3 7 (6.42%) AWS
4 6 (5.50%) Power Platform
5 5 (4.59%) Salsify
6 4 (3.67%) Azure Data Factory
6 4 (3.67%) Azure DevOps
7 3 (2.75%) Collibra
7 3 (2.75%) Dynamics 365
7 3 (2.75%) Microsoft Purview
8 2 (1.83%) AWS Lambda
8 2 (1.83%) Azure Cosmos DB
8 2 (1.83%) Azure Logic Apps
8 2 (1.83%) GitHub
8 2 (1.83%) GitHub Actions
8 2 (1.83%) Serverless
8 2 (1.83%) Snowflake
9 1 (0.92%) AWS CloudFormation
9 1 (0.92%) GCP
9 1 (0.92%) SuccessFactors
Communications & Networking
1 1 (0.92%) Firewall
Database & Business Intelligence
1 8 (7.34%) SQL Server
2 6 (5.50%) Power BI
3 4 (3.67%) Data Warehouse
3 4 (3.67%) Oracle Database
3 4 (3.67%) Power Query
4 3 (2.75%) Azure SQL Database
4 3 (2.75%) PostgreSQL
5 2 (1.83%) Amazon RDS
5 2 (1.83%) Data Mining
5 2 (1.83%) Delta Lake
5 2 (1.83%) GIS
6 1 (0.92%) Amazon Athena
6 1 (0.92%) Amazon Redshift
6 1 (0.92%) Data Hub
6 1 (0.92%) Metadata
6 1 (0.92%) Oracle ODI
6 1 (0.92%) Relational Database
6 1 (0.92%) SAP Data Services
6 1 (0.92%) SAP HANA
6 1 (0.92%) Tableau
Development Applications
1 5 (4.59%) JIRA
2 1 (0.92%) LSMW
General
1 46 (42.20%) Finance
2 33 (30.28%) Social Skills
3 24 (22.02%) Front Office
4 12 (11.01%) Analytical Skills
5 11 (10.09%) Banking
6 4 (3.67%) Inclusion and Diversity
6 4 (3.67%) Investment Banking
6 4 (3.67%) Retail
7 3 (2.75%) Billing
7 3 (2.75%) Documentation Skills
7 3 (2.75%) Manufacturing
7 3 (2.75%) Pharmaceutical
7 3 (2.75%) Telecoms
8 2 (1.83%) Organisational Skills
8 2 (1.83%) Police
8 2 (1.83%) Public Sector
9 1 (0.92%) Aviation
9 1 (0.92%) Fire and Rescue
9 1 (0.92%) General Ledger
9 1 (0.92%) Presentation Skills
Job Titles
1 56 (51.38%) Analyst
2 42 (38.53%) Business Analyst
3 22 (20.18%) Business Manager
3 22 (20.18%) Fixed Income Business Analyst
4 13 (11.93%) Data Engineer
4 13 (11.93%) Lead
5 12 (11.01%) Data Analyst
6 11 (10.09%) Consultant
7 6 (5.50%) Data Consultant
8 5 (4.59%) Azure Data Engineer
8 5 (4.59%) Azure Engineer
9 4 (3.67%) Data Migration Engineer
9 4 (3.67%) Data Migration Lead
9 4 (3.67%) Data Steward
9 4 (3.67%) Migration Engineer
10 3 (2.75%) Architect
10 3 (2.75%) Designer
10 3 (2.75%) Junior
10 3 (2.75%) Management Consultant
10 3 (2.75%) Solutions Designer
Libraries, Frameworks & Software Standards
1 7 (6.42%) JSON
2 5 (4.59%) PySpark
3 3 (2.75%) REST
3 3 (2.75%) Web Services
4 2 (1.83%) DCOM
4 2 (1.83%) Kafka
4 2 (1.83%) SAP TM
5 1 (0.92%) BAPI
5 1 (0.92%) Oracle Fusion
5 1 (0.92%) pytest
Miscellaneous
1 24 (22.02%) Onboarding
2 22 (20.18%) Derivative
2 22 (20.18%) Fixed Income
2 22 (20.18%) Hedge funds
3 10 (9.17%) Legacy Systems
4 6 (5.50%) Data Structures
5 3 (2.75%) Foreign Exchange (FX)
5 3 (2.75%) Frameworx
5 3 (2.75%) Life Science
5 3 (2.75%) Management Information System
5 3 (2.75%) Product Ownership
5 3 (2.75%) TM Forum
6 2 (1.83%) IoT
6 2 (1.83%) Reference Data
6 2 (1.83%) SCADA
6 2 (1.83%) Virtual Team
7 1 (0.92%) Cloud Native
7 1 (0.92%) Data Centre
7 1 (0.92%) Greenfield Project
7 1 (0.92%) SWIFT Messaging Network
Operating Systems
1 2 (1.83%) Unix
2 1 (0.92%) Linux
Processes & Methodologies
1 40 (36.70%) Agile
2 33 (30.28%) Migration
3 32 (29.36%) Data Governance
4 31 (28.44%) Business Analysis
5 26 (23.85%) Business Intelligence
6 25 (22.94%) Data Migration
7 24 (22.02%) Asset Management
8 22 (20.18%) Data Modelling
8 22 (20.18%) ETL
8 22 (20.18%) Investment Management
8 22 (20.18%) Portfolio Management
9 20 (18.35%) Validation
10 16 (14.68%) Data Cleansing
11 14 (12.84%) Analytics
11 14 (12.84%) Data Analysis
11 14 (12.84%) Data Transformation
11 14 (12.84%) Problem-Solving
11 14 (12.84%) Stakeholder Management
12 13 (11.93%) Data Management
13 10 (9.17%) Requirements Gathering
Programming Languages
1 52 (47.71%) SQL
2 30 (27.52%) Python
3 4 (3.67%) PL/SQL
4 2 (1.83%) Java
4 2 (1.83%) Kusto Query Language
5 1 (0.92%) ABAP
5 1 (0.92%) Bicep
5 1 (0.92%) T-SQL
Qualifications
1 10 (9.17%) Security Cleared
2 9 (8.26%) SC Cleared
3 6 (5.50%) Degree
4 5 (4.59%) BPSS Clearance
5 2 (1.83%) Computer Science Degree
6 1 (0.92%) CBAP
6 1 (0.92%) PMI Certification
6 1 (0.92%) PMP
6 1 (0.92%) SAP Certification
Quality Assurance & Compliance
1 29 (26.61%) Data Quality
2 6 (5.50%) QA
3 5 (4.59%) GDPR
4 1 (0.92%) COBIT
4 1 (0.92%) ISO 20022
4 1 (0.92%) ISO/IEC 27001
4 1 (0.92%) SEPA
System Software
1 1 (0.92%) Docker
Systems Management
1 3 (2.75%) Terraform
2 1 (0.92%) Kibana
2 1 (0.92%) Kubernetes
2 1 (0.92%) Oracle Enterprise Manager
2 1 (0.92%) Single Sign-On
Vendors
1 22 (20.18%) Charles River
2 19 (17.43%) BISAM
2 19 (17.43%) Calypso
2 19 (17.43%) SimCorp
3 13 (11.93%) Oracle
4 11 (10.09%) SAP
5 10 (9.17%) Microsoft
6 7 (6.42%) Databricks
6 7 (6.42%) Informatica
7 4 (3.67%) ServiceNow
8 3 (2.75%) Salesforce
9 2 (1.83%) Duck Creek
9 2 (1.83%) Kronos
9 2 (1.83%) OneTrust
10 1 (0.92%) LabVantage
10 1 (0.92%) LabWare
10 1 (0.92%) Murex
10 1 (0.92%) Teradata
10 1 (0.92%) Workday