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 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 371 408 468
Rank change year-on-year +37 +60 -44
Contract jobs citing Data Mapping 216 309 439
As % of all contract jobs advertised in the UK 0.50% 0.52% 0.49%
As % of the Processes & Methodologies category 0.57% 0.57% 0.55%
Number of daily rates quoted 130 197 338
10th Percentile £357 £375 £400
25th Percentile £472 £425 £425
Median daily rate (50th Percentile) £525 £525 £500
Median % change year-on-year - +5.00% +11.11%
75th Percentile £606 £600 £617
90th Percentile £700 £725 £700
UK excluding London median daily rate £500 £475 £481
% change year-on-year +5.26% -1.30% +20.31%
Number of hourly rates quoted 1 0 1
10th Percentile - - -
25th Percentile £45.98 - £37.15
Median hourly rate £46.23 - £38.16
75th Percentile £46.48 - £39.16
90th Percentile - - -
UK excluding London median hourly rate - - £38.16
% change year-on-year - - +103.22%

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 37,600 53,916 80,351
As % of all contract IT jobs advertised in the UK 86.32% 89.91% 90.57%
Number of daily rates quoted 24,240 37,368 56,382
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 2,433 1,775 1,932
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.00 £25.00
Median % change year-on-year -5.41% +48.00% -
75th Percentile £59.50 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.50 £35.00 £20.00
% change year-on-year +4.29% +75.00% -8.34%

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 26 April 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 26 April 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 +25 180 £525 - 43
London +39 109 £550 - 30
Work from Home +78 98 £500 -3.85% 12
UK excluding London +56 74 £500 +5.26% 18
South East +20 25 £450 -11.76% 6
North of England +40 19 £550 - 2
North West +33 16 £550 -
Midlands +15 10 £556 +20.27% 1
Scotland +37 8 £475 - 5
West Midlands +15 7 £550 +18.92% 1
South West +19 6 £533 +13.90% 1
Yorkshire +22 5 - - 1
Wales +17 5 £425 -7.10%
East of England +8 5 £463 +30.28% 2
East Midlands - 4 £625 -
North East - 2 - - 1

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 (7.41%) Confluence
2 6 (2.78%) SharePoint
3 2 (0.93%) Apache
4 1 (0.46%) Apache Spark
4 1 (0.46%) Microsoft Exchange
4 1 (0.46%) SAS
Applications
1 12 (5.56%) Microsoft Excel
2 5 (2.31%) Microsoft PowerPoint
3 4 (1.85%) Microsoft Office
4 3 (1.39%) MS Visio
5 2 (0.93%) Mingle
6 1 (0.46%) Microsoft Project
6 1 (0.46%) Spreadsheet
6 1 (0.46%) SPSS
Business Applications
1 7 (3.24%) Dynamics CRM
1 7 (3.24%) SAP S/4HANA
1 7 (3.24%) Siebel CRM
2 2 (0.93%) Adobe Campaign
2 2 (0.93%) Endur
2 2 (0.93%) SimCorp Dimension
2 2 (0.93%) Unica
3 1 (0.46%) Dynamics AX
3 1 (0.46%) Elite 3E
3 1 (0.46%) IntelliMatch
3 1 (0.46%) Maximo
3 1 (0.46%) NetSuite
3 1 (0.46%) Oracle Assets
3 1 (0.46%) Oracle General Ledger
3 1 (0.46%) Salesforce CRM
3 1 (0.46%) SAP MDG
3 1 (0.46%) SAP MDM
3 1 (0.46%) Workday HCM
Cloud Services
1 66 (30.56%) Azure
2 23 (10.65%) Power Platform
3 13 (6.02%) AWS
3 13 (6.02%) Dynamics 365
4 12 (5.56%) Azure Data Factory
4 12 (5.56%) Microsoft Purview
5 11 (5.09%) Azure Stack
5 11 (5.09%) Power Automate
6 7 (3.24%) Azure DevOps
7 6 (2.78%) Azure Synapse Analytics
7 6 (2.78%) PowerApps
8 5 (2.31%) Azure Logic Apps
9 4 (1.85%) SaaS
9 4 (1.85%) Serverless
9 4 (1.85%) Snowflake
10 2 (0.93%) Amazon EC2
10 2 (0.93%) Amazon S3
10 2 (0.93%) AWS Lambda
10 2 (0.93%) Azure Pipelines
10 2 (0.93%) GCP
Communications & Networking
1 1 (0.46%) Cisco IPT
1 1 (0.46%) DNS
1 1 (0.46%) Remote Desktop
1 1 (0.46%) RTP
1 1 (0.46%) Unified Communications
1 1 (0.46%) VPN
Database & Business Intelligence
1 37 (17.13%) Data Warehouse
2 18 (8.33%) Power BI
3 12 (5.56%) NoSQL
4 11 (5.09%) Snowflake Schema
5 9 (4.17%) Data Lake
5 9 (4.17%) SQL Server
6 8 (3.70%) Tableau
7 6 (2.78%) Enterprise Data Warehouse
8 5 (2.31%) Big Data
8 5 (2.31%) Relational Database
8 5 (2.31%) Siebel EIM
8 5 (2.31%) SQL Server Integration Services
8 5 (2.31%) Star Schema
9 4 (1.85%) Azure SQL Database
9 4 (1.85%) Data Mart
9 4 (1.85%) Metadata
10 2 (0.93%) Azure SQL Data Warehouse
10 2 (0.93%) Delta Lake
10 2 (0.93%) Parquet
10 2 (0.93%) Power Query
Development Applications
1 19 (8.80%) JIRA
2 7 (3.24%) Jenkins
3 5 (2.31%) ERwin
4 4 (1.85%) Visual Studio
5 2 (0.93%) Cucumber
5 2 (0.93%) FitNesse
5 2 (0.93%) SpecFlow
5 2 (0.93%) Team Foundation Server
6 1 (0.46%) JUnit
6 1 (0.46%) LSMW
General
1 53 (24.54%) Finance
2 49 (22.69%) Social Skills
3 41 (18.98%) Analytical Skills
4 23 (10.65%) Public Sector
5 21 (9.72%) Banking
6 7 (3.24%) Marketing
6 7 (3.24%) Presentation Skills
7 6 (2.78%) Back Office
7 6 (2.78%) Investment Banking
8 5 (2.31%) Billing
8 5 (2.31%) Financial Institution
9 4 (1.85%) Publishing
10 3 (1.39%) Pharmaceutical
10 3 (1.39%) Retail
11 2 (0.93%) Influencing Skills
11 2 (0.93%) Law
11 2 (0.93%) Legal
11 2 (0.93%) Organisational Skills
12 1 (0.46%) Documentation Skills
12 1 (0.46%) Front Office
Job Titles
1 76 (35.19%) Analyst
2 44 (20.37%) Business Analyst
3 35 (16.20%) Architect
4 32 (14.81%) Data Architect
5 25 (11.57%) Data Analyst
5 25 (11.57%) Senior
6 24 (11.11%) Lead
7 21 (9.72%) Consultant
8 14 (6.48%) Project Manager
9 13 (6.02%) Developer
10 11 (5.09%) Technical Analyst
11 10 (4.63%) Data Migration Lead
11 10 (4.63%) Senior Architect
11 10 (4.63%) Senior Data Architect
12 8 (3.70%) Senior Analyst
13 7 (3.24%) Senior Business Analyst
13 7 (3.24%) Splunk Engineer
14 6 (2.78%) Data Analytics Architect
14 6 (2.78%) IT Analyst
14 6 (2.78%) Migration Analyst
Libraries, Frameworks & Software Standards
1 31 (14.35%) JSON
2 25 (11.57%) XML
3 19 (8.80%) REST
4 11 (5.09%) JSON Schema
5 7 (3.24%) Swagger
5 7 (3.24%) Web Services
6 5 (2.31%) OpenAPI
7 4 (1.85%) ADO
7 4 (1.85%) SailPoint
7 4 (1.85%) YAML
8 3 (1.39%) CSS
8 3 (1.39%) HTML
8 3 (1.39%) Kafka
8 3 (1.39%) Middleware
9 2 (0.93%) .NET
9 2 (0.93%) Apache Avro
9 2 (0.93%) FIX Protocol
9 2 (0.93%) PySpark
9 2 (0.93%) Unity DI Container
9 2 (0.93%) XSD
Miscellaneous
1 25 (11.57%) Data Structures
2 23 (10.65%) Product Ownership
3 17 (7.87%) Data Protection Act
4 14 (6.48%) Management Information System
5 12 (5.56%) Onboarding
6 11 (5.09%) Reference Data
7 7 (3.24%) Legacy Systems
8 6 (2.78%) SWIFT Messaging Network
9 5 (2.31%) Enterprise Software
9 5 (2.31%) Hybrid Cloud
10 4 (1.85%) Analytical Mindset
10 4 (1.85%) Derivative
10 4 (1.85%) Foreign Exchange (FX)
10 4 (1.85%) Freedom of Information
10 4 (1.85%) Freedom of Information Act
10 4 (1.85%) Renewable Energy
11 3 (1.39%) Insider Threat
11 3 (1.39%) NHS
11 3 (1.39%) Virtual Team
12 2 (0.93%) Marketing Technology
Operating Systems
1 2 (0.93%) Windows
2 1 (0.46%) Linux
2 1 (0.46%) Windows 10
Processes & Methodologies
1 78 (36.11%) Data Modelling
2 67 (31.02%) Agile
3 63 (29.17%) Migration
4 52 (24.07%) Problem-Solving
5 49 (22.69%) Data Migration
6 41 (18.98%) Analytics
7 37 (17.13%) Data Protection
8 34 (15.74%) ETL
9 32 (14.81%) Data Management
10 30 (13.89%) Data Analysis
11 29 (13.43%) Business Intelligence
12 27 (12.50%) Stakeholder Management
13 25 (11.57%) GAP Analysis
14 24 (11.11%) Data Governance
14 24 (11.11%) Data Lineage
14 24 (11.11%) DevOps
15 23 (10.65%) Requirements Gathering
16 22 (10.19%) Project Delivery
17 21 (9.72%) Change Management
17 21 (9.72%) Project Management
Programming Languages
1 71 (32.87%) SQL
2 18 (8.33%) Python
3 9 (4.17%) C#
4 7 (3.24%) Search Processing Language
4 7 (3.24%) Shell Script
5 6 (2.78%) T-SQL
6 4 (1.85%) Java
6 4 (1.85%) X++
7 3 (1.39%) JavaScript
8 2 (0.93%) Data Analysis Expressions
9 1 (0.46%) PL/SQL
9 1 (0.46%) PowerShell
9 1 (0.46%) R
9 1 (0.46%) Scala
Qualifications
1 14 (6.48%) Degree
2 11 (5.09%) Security Cleared
3 10 (4.63%) SC Cleared
4 2 (0.93%) Master's Degree
5 1 (0.46%) CBAP
5 1 (0.46%) CISA
5 1 (0.46%) CISM
5 1 (0.46%) CISSP
5 1 (0.46%) Computer Science Degree
5 1 (0.46%) CSPO
5 1 (0.46%) IIBA
5 1 (0.46%) Microsoft Certification
5 1 (0.46%) PMI Certification
5 1 (0.46%) PMP
5 1 (0.46%) Postgraduate
5 1 (0.46%) PRINCE2 Certification
Quality Assurance & Compliance
1 46 (21.30%) Data Quality
2 20 (9.26%) GDPR
3 13 (6.02%) QA
4 4 (1.85%) PMO
5 3 (1.39%) EMIR
5 3 (1.39%) ISO 20022
6 2 (0.93%) Accessibility
7 1 (0.46%) COREP
7 1 (0.46%) GRC
7 1 (0.46%) MiFID
7 1 (0.46%) PCI DSS
7 1 (0.46%) Sarbanes-Oxley
7 1 (0.46%) SEPA
System Software
1 2 (0.93%) Docker
2 1 (0.46%) Active Directory
Systems Management
1 1 (0.46%) Nagios
1 1 (0.46%) SCCM
1 1 (0.46%) SCOM
Vendors
1 37 (17.13%) Microsoft
2 15 (6.94%) SAP
3 9 (4.17%) OneTrust
4 8 (3.70%) Databricks
4 8 (3.70%) Oracle
4 8 (3.70%) Splunk
5 7 (3.24%) Siebel
6 6 (2.78%) Guidewire
6 6 (2.78%) Informatica
6 6 (2.78%) Salesforce
7 5 (2.31%) Atlassian
7 5 (2.31%) Calypso
8 3 (1.39%) Alteryx
8 3 (1.39%) Murex
8 3 (1.39%) SimCorp
8 3 (1.39%) SmartStream
8 3 (1.39%) Talend
9 2 (0.93%) Adobe
9 2 (0.93%) MuleSoft
9 2 (0.93%) SnapLogic