Data Mapping Contracts

Data Mapping
UK

The following table provides summary statistics for contract job vacancies with a requirement for Data Mapping skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mapping over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 358 413 503
Rank change year-on-year +55 +90 -64
Contract jobs citing Data Mapping 228 292 383
As % of all contract jobs advertised in the UK 0.53% 0.52% 0.44%
As % of the Processes & Methodologies category 0.62% 0.58% 0.48%
Number of daily rates quoted 142 188 288
10th Percentile £358 £381 £400
25th Percentile £446 £450 £425
Median daily rate (50th Percentile) £500 £538 £500
Median % change year-on-year -6.93% +7.50% +5.26%
75th Percentile £605 £638 £600
90th Percentile £675 £738 £675
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +15.15%
Number of hourly rates quoted 1 0 2
10th Percentile - - £37.94
25th Percentile £45.98 - £39.11
Median hourly rate £46.23 - £44.08
75th Percentile £46.48 - £51.04
90th Percentile - - £53.42
UK excluding London median hourly rate - - £44.08
% change year-on-year - - +134.77%

All Process and Methodology Skills
UK

Data Mapping is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 36,802 50,277 79,372
As % of all contract IT jobs advertised in the UK 85.47% 89.69% 90.61%
Number of daily rates quoted 23,632 34,811 55,790
10th Percentile £300 £325 £345
25th Percentile £413 £438 £431
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £644
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £488
% change year-on-year - +2.56% +9.18%
Number of hourly rates quoted 2,530 1,673 1,868
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.72 £15.63
Median hourly rate £36.50 £36.25 £25.68
Median % change year-on-year +0.69% +41.16% +9.74%
75th Percentile £60.75 £65.00 £50.00
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.12 £35.00 £20.00
% change year-on-year +8.91% +75.00% -4.76%

Data Mapping
Job Vacancy Trend

Job postings citing Data Mapping as a proportion of all IT jobs advertised.

Job vacancy trend for Data Mapping in the UK

Data Mapping
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Mapping.

Daily rate trend for Data Mapping in the UK

Data Mapping
Daily Rate Histogram

Daily rate distribution for jobs citing Data Mapping over the 6 months to 1 June 2024.

Daily rate histogram for Data Mapping in the UK

Data Mapping
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Mapping.

Hourly rate trend for Data Mapping in the UK

Data Mapping
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mapping within the UK over the 6 months to 1 June 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +18 192 £525 -4.55% 44
London +40 119 £535 -10.83% 23
Work from Home +83 102 £500 -6.98% 18
UK excluding London +26 71 £500 - 21
South East +4 27 £425 -17.48% 8
North of England +33 17 £550 +4.76% 5
North West +34 16 £550 +4.76% 3
Midlands +18 13 £450 -5.26% 3
West Midlands +6 10 £438 -7.89% 3
South West +3 6 £533 -14.80%
Scotland +38 5 £475 -
Wales +21 5 £425 -
East Midlands - 4 £625 -
Yorkshire +17 3 - - 2
East of England -2 2 £575 +61.97% 3
North East - 2 - -

Data Mapping
Co-occurring Skills and Capabilities 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 21 (9.21%) Confluence
2 6 (2.63%) SharePoint
3 2 (0.88%) Apache
4 1 (0.44%) Microsoft Exchange
Applications
1 9 (3.95%) Microsoft Excel
2 4 (1.75%) Microsoft Office
3 3 (1.32%) Microsoft PowerPoint
3 3 (1.32%) MS Visio
4 2 (0.88%) Mingle
5 1 (0.44%) Microsoft Project
5 1 (0.44%) Spreadsheet
5 1 (0.44%) SPSS
Business Applications
1 8 (3.51%) Dynamics CRM
2 7 (3.07%) SAP S/4HANA
3 5 (2.19%) Siebel CRM
4 2 (0.88%) Endur
4 2 (0.88%) NetSuite
4 2 (0.88%) SAP CRM
5 1 (0.44%) Adobe Campaign
5 1 (0.44%) Dynamics AX
5 1 (0.44%) Elite 3E
5 1 (0.44%) IntelliMatch
5 1 (0.44%) Maximo
5 1 (0.44%) Oracle Assets
5 1 (0.44%) Oracle General Ledger
5 1 (0.44%) SAP MDM
5 1 (0.44%) Unica
5 1 (0.44%) Workday HCM
Cloud Services
1 70 (30.70%) Azure
2 25 (10.96%) Power Platform
3 13 (5.70%) Dynamics 365
4 12 (5.26%) Microsoft Purview
5 11 (4.82%) AWS
5 11 (4.82%) Azure Data Factory
5 11 (4.82%) Azure Stack
5 11 (4.82%) Power Automate
6 7 (3.07%) Azure DevOps
7 6 (2.63%) Azure Synapse Analytics
7 6 (2.63%) Miro
7 6 (2.63%) PowerApps
8 5 (2.19%) Azure Logic Apps
9 4 (1.75%) Snowflake
10 3 (1.32%) GCP
10 3 (1.32%) SaaS
10 3 (1.32%) Serverless
11 2 (0.88%) Amazon EC2
11 2 (0.88%) Amazon S3
11 2 (0.88%) SuccessFactors
Communications & Networking
1 1 (0.44%) Cisco IPT
1 1 (0.44%) DNS
1 1 (0.44%) Remote Desktop
1 1 (0.44%) RTP
1 1 (0.44%) Unified Communications
1 1 (0.44%) VPN
Database & Business Intelligence
1 38 (16.67%) Data Warehouse
2 20 (8.77%) Power BI
3 16 (7.02%) NoSQL
4 12 (5.26%) Snowflake Schema
5 9 (3.95%) Data Lake
5 9 (3.95%) SQL Server
5 9 (3.95%) Tableau
6 6 (2.63%) Big Data
6 6 (2.63%) Enterprise Data Warehouse
7 5 (2.19%) SQL Server Integration Services
7 5 (2.19%) Star Schema
8 4 (1.75%) Metadata
8 4 (1.75%) SAP HANA
9 3 (1.32%) Azure SQL Database
9 3 (1.32%) BigQuery
9 3 (1.32%) Oracle Reports
9 3 (1.32%) Relational Database
9 3 (1.32%) Siebel EIM
10 2 (0.88%) Data Mining
10 2 (0.88%) PostgreSQL
Development Applications
1 23 (10.09%) JIRA
2 7 (3.07%) Jenkins
3 5 (2.19%) ERwin
4 4 (1.75%) Visual Studio
5 2 (0.88%) Cucumber
5 2 (0.88%) ER Studio
5 2 (0.88%) FitNesse
5 2 (0.88%) SpecFlow
5 2 (0.88%) Team Foundation Server
6 1 (0.44%) JUnit
6 1 (0.44%) LSMW
General
1 56 (24.56%) Finance
2 45 (19.74%) Social Skills
3 37 (16.23%) Analytical Skills
4 26 (11.40%) Public Sector
5 24 (10.53%) Banking
6 10 (4.39%) Billing
7 9 (3.95%) Presentation Skills
8 8 (3.51%) Back Office
9 7 (3.07%) Investment Banking
10 6 (2.63%) Marketing
11 5 (2.19%) Financial Institution
12 4 (1.75%) Publishing
13 3 (1.32%) Retail
14 2 (0.88%) Law
14 2 (0.88%) Pharmaceutical
15 1 (0.44%) Front Office
15 1 (0.44%) Influencing Skills
15 1 (0.44%) Legal
15 1 (0.44%) Organisational Skills
15 1 (0.44%) Telecoms
Job Titles
1 91 (39.91%) Analyst
2 52 (22.81%) Business Analyst
3 38 (16.67%) Architect
4 34 (14.91%) Data Architect
5 27 (11.84%) Data Analyst
6 26 (11.40%) Senior
7 21 (9.21%) Lead
8 17 (7.46%) Consultant
8 17 (7.46%) Developer
9 11 (4.82%) Technical Analyst
10 10 (4.39%) Senior Analyst
10 10 (4.39%) Senior Architect
10 10 (4.39%) Senior Business Analyst
10 10 (4.39%) Senior Data Architect
11 9 (3.95%) Business Systems Analyst
11 9 (3.95%) Financial Analyst
11 9 (3.95%) Migration Analyst
11 9 (3.95%) Project Manager
12 8 (3.51%) Data Migration Analyst
13 7 (3.07%) Systems Analyst
Libraries, Frameworks & Software Standards
1 31 (13.60%) JSON
2 23 (10.09%) XML
3 19 (8.33%) REST
4 11 (4.82%) JSON Schema
5 10 (4.39%) Web Services
6 7 (3.07%) Swagger
7 5 (2.19%) OpenAPI
8 4 (1.75%) ADO
8 4 (1.75%) SailPoint
8 4 (1.75%) SAP PI
8 4 (1.75%) YAML
9 2 (0.88%) Apache Avro
9 2 (0.88%) CSS
9 2 (0.88%) FHIR
9 2 (0.88%) HTML
9 2 (0.88%) Kafka
9 2 (0.88%) Middleware
10 1 (0.44%) Oracle Fusion
10 1 (0.44%) PySpark
10 1 (0.44%) Unity DI Container
Miscellaneous
1 27 (11.84%) Data Structures
2 23 (10.09%) Product Ownership
3 18 (7.89%) Management Information System
4 14 (6.14%) Data Protection Act
5 11 (4.82%) Onboarding
5 11 (4.82%) Reference Data
5 11 (4.82%) SWIFT Messaging Network
6 6 (2.63%) Legacy Systems
7 5 (2.19%) Hybrid Cloud
8 4 (1.75%) Algorithms
8 4 (1.75%) Analytical Mindset
8 4 (1.75%) Freedom of Information
8 4 (1.75%) Freedom of Information Act
8 4 (1.75%) Renewable Energy
9 3 (1.32%) Derivative
9 3 (1.32%) Enterprise Software
9 3 (1.32%) Foreign Exchange (FX)
9 3 (1.32%) Insider Threat
9 3 (1.32%) NHS
9 3 (1.32%) Virtual Team
Operating Systems
1 2 (0.88%) Windows
2 1 (0.44%) Linux
2 1 (0.44%) Windows 10
Processes & Methodologies
1 90 (39.47%) Data Modelling
2 80 (35.09%) Agile
3 76 (33.33%) Migration
4 57 (25.00%) Data Migration
5 44 (19.30%) Problem-Solving
6 43 (18.86%) Analytics
7 35 (15.35%) Business Intelligence
8 34 (14.91%) Data Protection
9 33 (14.47%) ETL
9 33 (14.47%) GAP Analysis
10 29 (12.72%) Data Analysis
11 28 (12.28%) Data Management
12 27 (11.84%) DevOps
13 25 (10.96%) Data Lineage
14 23 (10.09%) Data Governance
14 23 (10.09%) User Acceptance Testing
15 22 (9.65%) CRM
16 21 (9.21%) Requirements Gathering
16 21 (9.21%) Stakeholder Management
16 21 (9.21%) User Stories
Programming Languages
1 76 (33.33%) SQL
2 20 (8.77%) Python
3 8 (3.51%) C#
4 7 (3.07%) Search Processing Language
4 7 (3.07%) Shell Script
4 7 (3.07%) T-SQL
5 4 (1.75%) Java
5 4 (1.75%) X++
6 2 (0.88%) Data Analysis Expressions
6 2 (0.88%) JavaScript
6 2 (0.88%) R
7 1 (0.44%) C++
7 1 (0.44%) PHP
7 1 (0.44%) PL/SQL
7 1 (0.44%) PowerShell
Qualifications
1 17 (7.46%) Degree
2 10 (4.39%) Security Cleared
3 9 (3.95%) SC Cleared
4 4 (1.75%) Computer Science Degree
5 3 (1.32%) Master's Degree
6 1 (0.44%) CBAP
6 1 (0.44%) CISA
6 1 (0.44%) CISM
6 1 (0.44%) CISSP
6 1 (0.44%) Microsoft Certification
6 1 (0.44%) PMI Certification
6 1 (0.44%) PMP
6 1 (0.44%) Postgraduate
6 1 (0.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 49 (21.49%) Data Quality
2 20 (8.77%) GDPR
3 12 (5.26%) QA
4 7 (3.07%) ISO 20022
5 5 (2.19%) PCI DSS
6 4 (1.75%) PMO
7 3 (1.32%) EMIR
8 2 (0.88%) Sarbanes-Oxley
9 1 (0.44%) Accessibility
9 1 (0.44%) GRC
9 1 (0.44%) ISO/IEC 27001
9 1 (0.44%) MiFID
9 1 (0.44%) SEPA
System Software
1 1 (0.44%) Active Directory
1 1 (0.44%) Docker
Systems Management
1 2 (0.88%) Nagios
1 2 (0.88%) SCOM
2 1 (0.44%) SCCM
Vendors
1 38 (16.67%) Microsoft
2 20 (8.77%) SAP
3 11 (4.82%) Guidewire
4 9 (3.95%) Salesforce
5 8 (3.51%) OneTrust
5 8 (3.51%) Oracle
5 8 (3.51%) Splunk
6 7 (3.07%) Databricks
7 6 (2.63%) Informatica
8 5 (2.19%) Atlassian
8 5 (2.19%) Calypso
8 5 (2.19%) Siebel
8 5 (2.19%) SmartStream
9 4 (1.75%) CyberSource
9 4 (1.75%) MuleSoft
10 3 (1.32%) Duck Creek
10 3 (1.32%) ServiceNow
11 2 (0.88%) Alteryx
11 2 (0.88%) AppDynamics
11 2 (0.88%) SnapLogic