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 1 October 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 205 212 217
Rank change year-on-year +7 +5 +61
Contract jobs citing Data Mapping 185 101 117
As % of all contract jobs with remote/hybrid work options 1.36% 1.04% 0.94%
As % of the Processes & Methodologies category 1.51% 1.12% 1.07%
Number of daily rates quoted 125 75 72
10th Percentile £350 £339 £366
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £500 £537 £500
Median % change year-on-year -6.89% +7.40% -9.09%
75th Percentile £577 £688 £588
90th Percentile £650 £788 £675
UK median daily rate £519 £525 £500
% change year-on-year -1.14% +5.00% -4.76%

All Process & 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 12,276 8,995 10,982
As % of all contract jobs with a WFH option 90.35% 92.33% 88.03%
Number of daily rates quoted 7,674 5,971 6,935
10th Percentile £355 £325 £325
25th Percentile £428 £413 £425
Median daily rate (50th Percentile) £525 £510 £525
Median % change year-on-year +2.94% -2.86% -1.69%
75th Percentile £625 £625 £638
90th Percentile £720 £738 £750
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -2.78%
Number of hourly rates quoted 775 280 273
10th Percentile £15.82 £12.98 £19.67
25th Percentile £30.00 £20.50 £30.75
Median hourly rate £50.00 £35.70 £43.00
Median % change year-on-year +40.08% -16.99% -18.10%
75th Percentile £70.00 £65.00 £67.50
90th Percentile £82.40 £68.00 £75.00
UK median hourly rate £39.00 £25.15 £42.50
% change year-on-year +55.07% -40.82% -

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 1 October 2026.

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 11 (5.95%) Confluence
2 9 (4.86%) SharePoint
3 1 (0.54%) Adobe Experience Manager
3 1 (0.54%) SugarCRM
Applications
1 14 (7.57%) MS Visio
2 6 (3.24%) Microsoft Excel
3 4 (2.16%) Microsoft Office
3 4 (2.16%) Spreadsheet
4 1 (0.54%) Windchill
Business Applications
1 5 (2.70%) SAP S/4HANA
2 4 (2.16%) Aladdin
3 3 (1.62%) Infor LN
3 3 (1.62%) SAP Payroll
4 2 (1.08%) Cerner Millennium
4 2 (1.08%) Maximo
4 2 (1.08%) Oracle Assets
4 2 (1.08%) Oracle ERP
4 2 (1.08%) Oracle Payables
4 2 (1.08%) Oracle Receivables
4 2 (1.08%) SimCorp Dimension
5 1 (0.54%) Elite 3E
5 1 (0.54%) Loan IQ
5 1 (0.54%) SAP CO
5 1 (0.54%) SAP FI
5 1 (0.54%) SAP FI/CO
5 1 (0.54%) SAP FS
5 1 (0.54%) Teamcenter
Cloud Services
1 20 (10.81%) Azure
2 16 (8.65%) Power Platform
3 11 (5.95%) Snowflake
4 10 (5.41%) GCP
5 9 (4.86%) AWS
5 9 (4.86%) Azure DevOps
6 7 (3.78%) Microsoft 365
7 5 (2.70%) GitHub
7 5 (2.70%) SuccessFactors
8 4 (2.16%) Boomi
8 4 (2.16%) Dynamics 365
8 4 (2.16%) SaaS
9 3 (1.62%) AtomSphere
9 3 (1.62%) Azure Data Factory
9 3 (1.62%) Lucidchart
10 2 (1.08%) Azure Synapse Analytics
10 2 (1.08%) Figma
10 2 (1.08%) GitHub Actions
10 2 (1.08%) Intacct
10 2 (1.08%) Salsify
Communications & Networking
1 3 (1.62%) SSL
2 1 (0.54%) HTTP
Database & Business Intelligence
1 24 (12.97%) Data Warehouse
2 16 (8.65%) Data Lake
2 16 (8.65%) Power BI
3 13 (7.03%) Metadata
4 9 (4.86%) Relational Database
5 7 (3.78%) SQL Server
6 5 (2.70%) Oracle Database
7 4 (2.16%) Semantic Layer
7 4 (2.16%) Tableau
8 3 (1.62%) Elasticsearch
8 3 (1.62%) Enterprise Data Warehouse
8 3 (1.62%) Power Query
9 2 (1.08%) DataStage
9 2 (1.08%) Delta Lake
9 2 (1.08%) OLTP
9 2 (1.08%) PostgreSQL
10 1 (0.54%) Azure SQL Database
10 1 (0.54%) Oracle Database 10g
10 1 (0.54%) Oracle Database 11g
10 1 (0.54%) SAP Data Services
Development Applications
1 16 (8.65%) JIRA
2 3 (1.62%) Postman
3 2 (1.08%) Balsamiq
4 1 (0.54%) Flyway
4 1 (0.54%) Git
4 1 (0.54%) GitLab
4 1 (0.54%) Jenkins
4 1 (0.54%) Liquibase
4 1 (0.54%) Oracle Forms
4 1 (0.54%) Rational DOORS
4 1 (0.54%) Rational Rhapsody
4 1 (0.54%) Robot Framework
General
1 61 (32.97%) Finance
2 56 (30.27%) Social Skills
3 30 (16.22%) Analytical Skills
4 18 (9.73%) Banking
5 15 (8.11%) Legal
5 15 (8.11%) Public Sector
6 13 (7.03%) Retail
7 7 (3.78%) Local Government
7 7 (3.78%) Manufacturing
8 5 (2.70%) Documentation Skills
8 5 (2.70%) Front Office
8 5 (2.70%) Inclusion and Diversity
8 5 (2.70%) Organisational Skills
9 4 (2.16%) Billing
9 4 (2.16%) Marketing
10 3 (1.62%) General Ledger
10 3 (1.62%) Investment Banking
10 3 (1.62%) Military
10 3 (1.62%) Pharmaceutical
10 3 (1.62%) Publishing
Job Titles
1 93 (50.27%) Analyst
2 73 (39.46%) Business Analyst
3 47 (25.41%) Data Analyst
4 33 (17.84%) Data Business Analyst
5 23 (12.43%) Lead
6 16 (8.65%) Senior
6 16 (8.65%) Technical Analyst
7 14 (7.57%) Developer
7 14 (7.57%) SQL Analyst
7 14 (7.57%) SQL Data Analyst
8 13 (7.03%) Technical Business Analyst
9 12 (6.49%) Consultant
10 10 (5.41%) Transformation Analyst
11 9 (4.86%) Architect
11 9 (4.86%) Data Engineer
12 8 (4.32%) Data Migration Specialist
12 8 (4.32%) Migration Specialist
13 7 (3.78%) Data Migration Lead
13 7 (3.78%) Senior Analyst
13 7 (3.78%) Technical Leader
Libraries, Frameworks & Software Standards
1 16 (8.65%) JSON
2 14 (7.57%) REST
3 13 (7.03%) XML
4 12 (6.49%) Middleware
5 10 (5.41%) SOAP
6 7 (3.78%) EDI
6 7 (3.78%) FHIR
6 7 (3.78%) Web Services
7 6 (3.24%) Oracle Fusion
8 5 (2.70%) Lightning Web Components
9 4 (2.16%) OAuth
10 3 (1.62%) EDIFACT
10 3 (1.62%) OAuth2
10 3 (1.62%) PySpark
10 3 (1.62%) Swagger
10 3 (1.62%) XSLT
11 2 (1.08%) Kafka
11 2 (1.08%) OpenAPI
12 1 (0.54%) Pandas
12 1 (0.54%) RESTful
Miscellaneous
1 30 (16.22%) Data Structures
2 21 (11.35%) Legacy Systems
3 20 (10.81%) Product Ownership
4 12 (6.49%) Management Information System
5 9 (4.86%) Onboarding
6 7 (3.78%) LIMS
7 6 (3.24%) Linux Command Line
8 5 (2.70%) Legacy Applications
8 5 (2.70%) Reference Data
9 4 (2.16%) Derivative
9 4 (2.16%) NHS
10 3 (1.62%) Credit Risk
10 3 (1.62%) Data Protection Act
10 3 (1.62%) Foreign Exchange (FX)
10 3 (1.62%) Self-Motivation
11 2 (1.08%) Greenfield Project
11 2 (1.08%) Market Risk
11 2 (1.08%) Mobile App
12 1 (0.54%) Enterprise Software
12 1 (0.54%) Marketing Technology
Operating Systems
1 9 (4.86%) Unix
1 9 (4.86%) Windows
2 8 (4.32%) Linux
3 2 (1.08%) HPUX
Processes & Methodologies
1 80 (43.24%) Migration
2 71 (38.38%) Data Modelling
3 67 (36.22%) Validation
4 65 (35.14%) Agile
5 59 (31.89%) Stakeholder Management
6 57 (30.81%) Data Migration
7 48 (25.95%) Requirements Gathering
8 47 (25.41%) Data Analysis
9 42 (22.70%) User Stories
10 38 (20.54%) Data Transformation
10 38 (20.54%) Workshop Facilitation
11 37 (20.00%) Stakeholder Engagement
12 35 (18.92%) Data Governance
12 35 (18.92%) User Acceptance Testing
13 34 (18.38%) Business Analysis
14 30 (16.22%) Data Validation
14 30 (16.22%) ETL
15 28 (15.14%) Problem-Solving
16 26 (14.05%) ERP
16 26 (14.05%) Translating Business Requirements
Programming Languages
1 87 (47.03%) SQL
2 11 (5.95%) Python
3 6 (3.24%) MUMPS
4 4 (2.16%) Apex Code
4 4 (2.16%) JavaScript
5 3 (1.62%) Groovy
5 3 (1.62%) Java
6 2 (1.08%) T-SQL
7 1 (0.54%) ABAP
7 1 (0.54%) C#
7 1 (0.54%) Perl
7 1 (0.54%) PL/SQL
7 1 (0.54%) Shell Script
Qualifications
1 11 (5.95%) Degree
2 9 (4.86%) Security Cleared
3 8 (4.32%) SC Cleared
4 2 (1.08%) BPSS Clearance
5 1 (0.54%) CBAP
5 1 (0.54%) CCA
5 1 (0.54%) DV Cleared
5 1 (0.54%) PMI Certification
Quality Assurance & Compliance
1 52 (28.11%) Data Quality
2 17 (9.19%) GDPR
3 16 (8.65%) QA
4 7 (3.78%) HL7
5 2 (1.08%) Accessibility
5 2 (1.08%) DICOM
5 2 (1.08%) IFRS
6 1 (0.54%) AIFMD
6 1 (0.54%) Basel II
6 1 (0.54%) Basel III
6 1 (0.54%) CDISC
6 1 (0.54%) COREP
6 1 (0.54%) EMIR
6 1 (0.54%) GMP
6 1 (0.54%) GRC
6 1 (0.54%) IFRS 9
6 1 (0.54%) ISO 20022
6 1 (0.54%) MiFID
6 1 (0.54%) NCSC
Systems Management
1 1 (0.54%) Single Sign-On
Vendors
1 23 (12.43%) Microsoft
2 22 (11.89%) SAP
3 18 (9.73%) Oracle
4 14 (7.57%) Databricks
5 7 (3.78%) Salesforce
5 7 (3.78%) ServiceNow
6 6 (3.24%) Google
6 6 (3.24%) InterSystems
7 3 (1.62%) Alteryx
7 3 (1.62%) AppDynamics
7 3 (1.62%) Baan
7 3 (1.62%) IBM
7 3 (1.62%) Infor
7 3 (1.62%) ION Trading
7 3 (1.62%) Murex
7 3 (1.62%) Palantir
7 3 (1.62%) SimCorp
7 3 (1.62%) Splunk
8 2 (1.08%) Ariba
8 2 (1.08%) OneTrust