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 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 366 410 486
Rank change year-on-year +44 +76 -71
Contract jobs citing Data Mapping 226 291 408
As % of all contract jobs advertised in the UK 0.53% 0.51% 0.47%
As % of the Processes & Methodologies category 0.62% 0.57% 0.51%
Number of daily rates quoted 137 188 307
10th Percentile £361 £379 £400
25th Percentile £450 £450 £425
Median daily rate (50th Percentile) £525 £525 £500
Median % change year-on-year - +5.00% +11.11%
75th Percentile £606 £620 £600
90th Percentile £696 £727 £700
UK excluding London median daily rate £500 £488 £475
% change year-on-year +2.56% +2.63% +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 36,679 51,168 79,259
As % of all contract IT jobs advertised in the UK 86.19% 89.82% 90.63%
Number of daily rates quoted 23,608 35,479 55,636
10th Percentile £300 £325 £345
25th Percentile £413 £438 £429
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.16%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £479
% change year-on-year - +4.38% +9.49%
Number of hourly rates quoted 2,436 1,692 1,900
10th Percentile £12.75 £10.64 £12.50
25th Percentile £15.94 £16.10 £15.50
Median hourly rate £36.27 £35.65 £25.68
Median % change year-on-year +1.75% +38.82% +5.35%
75th Percentile £60.00 £65.00 £49.75
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.50 £35.00 £20.00
% change year-on-year +7.14% +75.00% -6.21%

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 16 May 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 16 May 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 +45 189 £525 - 36
London +49 115 £550 -4.35% 18
Work from Home +86 97 £500 -6.98% 14
UK excluding London +47 75 £500 +2.56% 19
South East +9 27 £500 -2.91% 8
North of England +37 17 £550 +4.76% 3
North West +32 16 £550 +4.76% 2
Midlands +21 14 £500 +6.67% 4
West Midlands +17 11 £450 -4.00% 3
Scotland +39 8 £475 -
South West +6 6 £533 +8.67% 1
Wales +20 5 £425 -26.09% 1
East Midlands - 4 £625 - 1
Yorkshire +14 3 - - 1
East of England +3 2 £575 +61.97% 2
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 16 (7.08%) Confluence
2 6 (2.65%) SharePoint
3 2 (0.88%) Apache
4 1 (0.44%) Apache Spark
4 1 (0.44%) Microsoft Exchange
4 1 (0.44%) SAS
Applications
1 10 (4.42%) Microsoft Excel
2 4 (1.77%) Microsoft Office
3 3 (1.33%) Microsoft PowerPoint
3 3 (1.33%) 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 (3.54%) Dynamics CRM
2 6 (2.65%) SAP S/4HANA
2 6 (2.65%) Siebel CRM
3 2 (0.88%) Adobe Campaign
3 2 (0.88%) Endur
3 2 (0.88%) NetSuite
3 2 (0.88%) SAP CRM
3 2 (0.88%) SimCorp Dimension
3 2 (0.88%) Unica
4 1 (0.44%) Dynamics AX
4 1 (0.44%) Elite 3E
4 1 (0.44%) IntelliMatch
4 1 (0.44%) Maximo
4 1 (0.44%) Oracle Assets
4 1 (0.44%) Oracle General Ledger
4 1 (0.44%) Salesforce CRM
4 1 (0.44%) SAP MDM
4 1 (0.44%) Workday HCM
Cloud Services
1 71 (31.42%) Azure
2 25 (11.06%) Power Platform
3 13 (5.75%) AWS
3 13 (5.75%) Dynamics 365
4 12 (5.31%) Azure Data Factory
4 12 (5.31%) Microsoft Purview
5 11 (4.87%) Azure Stack
5 11 (4.87%) Power Automate
6 7 (3.10%) Azure DevOps
7 6 (2.65%) Azure Synapse Analytics
7 6 (2.65%) Miro
7 6 (2.65%) PowerApps
8 5 (2.21%) Azure Logic Apps
9 4 (1.77%) SaaS
9 4 (1.77%) Serverless
9 4 (1.77%) Snowflake
10 3 (1.33%) GCP
11 2 (0.88%) Boomi
11 2 (0.88%) SuccessFactors
11 2 (0.88%) WhatsApp
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 39 (17.26%) Data Warehouse
2 20 (8.85%) Power BI
3 16 (7.08%) NoSQL
4 11 (4.87%) Snowflake Schema
5 10 (4.42%) Tableau
6 9 (3.98%) Data Lake
6 9 (3.98%) SQL Server
7 6 (2.65%) Enterprise Data Warehouse
8 5 (2.21%) Big Data
8 5 (2.21%) Relational Database
8 5 (2.21%) SQL Server Integration Services
8 5 (2.21%) Star Schema
9 4 (1.77%) Azure SQL Database
9 4 (1.77%) Data Mart
9 4 (1.77%) Metadata
9 4 (1.77%) SAP HANA
9 4 (1.77%) Siebel EIM
10 3 (1.33%) BigQuery
10 3 (1.33%) Oracle Reports
11 2 (0.88%) Data Mining
Development Applications
1 19 (8.41%) JIRA
2 7 (3.10%) Jenkins
3 5 (2.21%) ERwin
4 4 (1.77%) Visual Studio
5 2 (0.88%) Cucumber
5 2 (0.88%) FitNesse
5 2 (0.88%) SpecFlow
5 2 (0.88%) Team Foundation Server
6 1 (0.44%) ER Studio
6 1 (0.44%) JUnit
6 1 (0.44%) LSMW
General
1 54 (23.89%) Finance
2 47 (20.80%) Social Skills
3 41 (18.14%) Analytical Skills
4 26 (11.50%) Public Sector
5 22 (9.73%) Banking
6 10 (4.42%) Billing
7 9 (3.98%) Back Office
8 8 (3.54%) Presentation Skills
9 7 (3.10%) Investment Banking
9 7 (3.10%) Marketing
10 5 (2.21%) Financial Institution
11 4 (1.77%) Publishing
12 3 (1.33%) Retail
13 2 (0.88%) Law
13 2 (0.88%) Legal
13 2 (0.88%) Organisational Skills
13 2 (0.88%) Pharmaceutical
14 1 (0.44%) Corporate Banking
14 1 (0.44%) Front Office
14 1 (0.44%) Telecoms
Job Titles
1 87 (38.50%) Analyst
2 53 (23.45%) Business Analyst
3 36 (15.93%) Architect
4 33 (14.60%) Data Architect
5 28 (12.39%) Data Analyst
6 27 (11.95%) Senior
7 21 (9.29%) Consultant
7 21 (9.29%) Lead
8 15 (6.64%) Developer
9 12 (5.31%) Technical Analyst
10 11 (4.87%) Project Manager
11 10 (4.42%) Financial Analyst
11 10 (4.42%) Senior Analyst
11 10 (4.42%) Senior Architect
11 10 (4.42%) Senior Business Analyst
11 10 (4.42%) Senior Data Architect
12 9 (3.98%) Migration Analyst
13 8 (3.54%) Business Systems Analyst
13 8 (3.54%) Data Migration Analyst
14 7 (3.10%) Systems Analyst
Libraries, Frameworks & Software Standards
1 31 (13.72%) JSON
2 25 (11.06%) XML
3 19 (8.41%) REST
4 11 (4.87%) JSON Schema
5 10 (4.42%) Web Services
6 7 (3.10%) Swagger
7 5 (2.21%) OpenAPI
8 4 (1.77%) ADO
8 4 (1.77%) SailPoint
8 4 (1.77%) SAP PI
8 4 (1.77%) YAML
9 3 (1.33%) CSS
9 3 (1.33%) HTML
9 3 (1.33%) Kafka
9 3 (1.33%) Middleware
10 2 (0.88%) .NET
10 2 (0.88%) Apache Avro
10 2 (0.88%) FHIR
10 2 (0.88%) PySpark
10 2 (0.88%) Unity DI Container
Miscellaneous
1 26 (11.50%) Data Structures
2 25 (11.06%) Product Ownership
3 16 (7.08%) Data Protection Act
3 16 (7.08%) Management Information System
4 11 (4.87%) Onboarding
4 11 (4.87%) Reference Data
4 11 (4.87%) SWIFT Messaging Network
5 6 (2.65%) Legacy Systems
6 5 (2.21%) Hybrid Cloud
7 4 (1.77%) Algorithms
7 4 (1.77%) Analytical Mindset
7 4 (1.77%) Derivative
7 4 (1.77%) Enterprise Software
7 4 (1.77%) Foreign Exchange (FX)
7 4 (1.77%) Freedom of Information
7 4 (1.77%) Freedom of Information Act
7 4 (1.77%) Renewable Energy
8 3 (1.33%) Insider Threat
8 3 (1.33%) NHS
8 3 (1.33%) Virtual Team
Operating Systems
1 2 (0.88%) Windows
2 1 (0.44%) Linux
2 1 (0.44%) Windows 10
Processes & Methodologies
1 89 (39.38%) Data Modelling
2 78 (34.51%) Agile
3 74 (32.74%) Migration
4 55 (24.34%) Data Migration
5 50 (22.12%) Problem-Solving
6 42 (18.58%) Analytics
7 36 (15.93%) Data Protection
8 34 (15.04%) Business Intelligence
9 33 (14.60%) Data Analysis
9 33 (14.60%) ETL
9 33 (14.60%) GAP Analysis
10 30 (13.27%) Data Management
11 27 (11.95%) DevOps
12 26 (11.50%) Data Lineage
13 24 (10.62%) CRM
14 23 (10.18%) Data Governance
14 23 (10.18%) User Acceptance Testing
15 22 (9.73%) Project Delivery
16 21 (9.29%) Requirements Gathering
16 21 (9.29%) User Stories
Programming Languages
1 76 (33.63%) SQL
2 20 (8.85%) Python
3 9 (3.98%) C#
4 7 (3.10%) Search Processing Language
4 7 (3.10%) Shell Script
4 7 (3.10%) T-SQL
5 4 (1.77%) Java
5 4 (1.77%) X++
6 3 (1.33%) JavaScript
7 2 (0.88%) Data Analysis Expressions
8 1 (0.44%) PL/SQL
8 1 (0.44%) PowerShell
8 1 (0.44%) R
8 1 (0.44%) Scala
Qualifications
1 16 (7.08%) Degree
2 11 (4.87%) Security Cleared
3 10 (4.42%) SC Cleared
4 3 (1.33%) Computer Science Degree
4 3 (1.33%) Master's Degree
5 2 (0.88%) CBAP
6 1 (0.44%) CISA
6 1 (0.44%) CISM
6 1 (0.44%) CISSP
6 1 (0.44%) CSPO
6 1 (0.44%) IIBA
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 47 (20.80%) Data Quality
2 20 (8.85%) GDPR
3 14 (6.19%) QA
4 7 (3.10%) ISO 20022
5 5 (2.21%) PCI DSS
6 4 (1.77%) PMO
7 3 (1.33%) EMIR
8 2 (0.88%) Accessibility
9 1 (0.44%) GRC
9 1 (0.44%) MiFID
9 1 (0.44%) Sarbanes-Oxley
9 1 (0.44%) SEPA
System Software
1 2 (0.88%) Docker
2 1 (0.44%) Active Directory
Systems Management
1 1 (0.44%) Nagios
1 1 (0.44%) SCCM
1 1 (0.44%) SCOM
Vendors
1 39 (17.26%) Microsoft
2 20 (8.85%) SAP
3 10 (4.42%) Guidewire
3 10 (4.42%) Salesforce
4 9 (3.98%) Oracle
5 8 (3.54%) Databricks
5 8 (3.54%) OneTrust
5 8 (3.54%) Splunk
6 6 (2.65%) Informatica
6 6 (2.65%) Siebel
7 5 (2.21%) Atlassian
7 5 (2.21%) Calypso
8 4 (1.77%) CyberSource
8 4 (1.77%) SmartStream
9 3 (1.33%) Alteryx
9 3 (1.33%) MuleSoft
9 3 (1.33%) Murex
9 3 (1.33%) SimCorp
10 2 (0.88%) CA Agile Central
10 2 (0.88%) DocuSign