Period
to 26 January 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Data Mapping skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mapping over the 6 months to 26 January 2021 with a comparison to the same period in the previous 2 years.

Data Mapping
UK
6 months to
26 Jan 2021
Same period 2020 Same period 2019
Rank 595 783 833
Rank change year-on-year +188 +50 +6
Permanent jobs citing Data Mapping 177 227 287
As % of all permanent jobs advertised in the UK 0.27% 0.18% 0.19%
As % of the Processes & Methodologies category 0.29% 0.20% 0.21%
Number of salaries quoted 131 153 239
Median annual salary £55,000 £65,000 £55,000
Median salary % change year-on-year -15.38% +18.18% -8.33%
10th Percentile £32,500 £41,250 £33,500
90th Percentile £80,000 £82,500 £85,000
UK excluding London median annual salary £46,250 £59,000 £52,500
% change year-on-year -21.61% +12.38% -8.70%

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

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 60,056 114,138 139,121
As % of all permanent IT jobs advertised in the UK 92.40% 92.12% 92.25%
Number of salaries quoted 48,430 91,396 111,197
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £32,500 £30,122 £29,750
90th Percentile £90,000 £87,500 £85,000
UK excluding London median annual salary £49,000 £46,000 £45,000
% change year-on-year +6.52% +2.22% -

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
Salary Trend

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

Salary trend for Data Mapping in the UK

Data Mapping
Salary Histogram

Salary distribution for jobs citing Data Mapping over the 6 months to 26 January 2021.

Salary histogram for Data Mapping in the UK

Data Mapping
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the UK over the 6 months to 26 January 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +183 157 £55,000 -15.38% 26
London +180 100 £65,000 - 12
UK excluding London +162 65 £46,250 -21.61% 14
South East +142 24 £52,500 -30.00% 6
Work from Home -51 19 £57,500 +35.29% 5
North of England +99 17 £38,750 +3.33% 3
Yorkshire +54 14 £37,500 - 3
Midlands +81 8 £39,000 -17.89% 4
South West +74 6 £52,500 +23.53%
Scotland +30 6 £52,500 -8.70%
West Midlands +58 4 £80,000 +86.05% 4
East Midlands +54 4 £36,000 -62.11%
North East - 2 £47,500 -
Wales - 2 £51,788 -
Northern Ireland - 2 £52,500 -
North West +72 1 - -

For the 6 months to 26 January 2021, IT jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Data Mapping.

1 84 (47.46%) SQL
2 64 (36.16%) Migration
3 59 (33.33%) Data Modelling
4 58 (32.77%) Agile Software Development
5 52 (29.38%) ETL
6 44 (24.86%) Data Migration
7 42 (23.73%) Finance
8 41 (23.16%) Data Warehouse
9 37 (20.90%) Business Intelligence
10 36 (20.34%) Data Analysis
10 36 (20.34%) Analytics
11 32 (18.08%) Data Quality
12 31 (17.51%) Data Management
13 30 (16.95%) Law
14 26 (14.69%) SQL Server
14 26 (14.69%) CRM
15 25 (14.12%) SAP
15 25 (14.12%) Data Architecture
15 25 (14.12%) Power BI
15 25 (14.12%) Power Platform
16 24 (13.56%) Azure
16 24 (13.56%) Microsoft
17 23 (12.99%) Microsoft Excel
17 23 (12.99%) Oracle
17 23 (12.99%) Data Cleansing
17 23 (12.99%) Analytical Skills
18 21 (11.86%) Master Data Management
18 21 (11.86%) Data Governance
19 20 (11.30%) Stakeholder Management
20 19 (10.73%) Business Analysis

Data Mapping
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (2.26%) Elasticsearch
1 4 (2.26%) SAS
2 3 (1.69%) Apache Spark
3 2 (1.13%) CMS
3 2 (1.13%) IBM HTTP Server
3 2 (1.13%) MS Exchange
3 2 (1.13%) SharePoint
4 1 (0.56%) Confluence
4 1 (0.56%) IIS
4 1 (0.56%) Tomcat
Applications
1 23 (12.99%) Microsoft Excel
2 15 (8.47%) Microsoft Office
3 8 (4.52%) MS Visio
4 2 (1.13%) Microsoft PowerPoint
5 1 (0.56%) Microsoft Project
Business Applications
1 6 (3.39%) Markit EDM
1 6 (3.39%) SAP CRM
2 4 (2.26%) Distributed Ledger
2 4 (2.26%) Elite 3E
2 4 (2.26%) JDE OneWorld
3 3 (1.69%) Oracle Cash Management
4 2 (1.13%) Sage 50
5 1 (0.56%) Actimize
5 1 (0.56%) Hyperion Planning
5 1 (0.56%) SAP MDG
Cloud Services
1 25 (14.12%) Power Platform
2 24 (13.56%) Azure
3 18 (10.17%) SaaS
4 12 (6.78%) AWS
5 9 (5.08%) Azure Data Factory
6 6 (3.39%) Boomi
6 6 (3.39%) Salesforce Sales Cloud
6 6 (3.39%) Salesforce Service Cloud
7 4 (2.26%) GCP
8 3 (1.69%) Office 365
9 1 (0.56%) Cloud Computing
9 1 (0.56%) PaaS
Communications & Networking
1 6 (3.39%) TCP/IP
2 4 (2.26%) Internet
3 2 (1.13%) Firewall
3 2 (1.13%) Network Security
3 2 (1.13%) Unified Communications
3 2 (1.13%) VoIP
4 1 (0.56%) Intranet
4 1 (0.56%) NAS
Database & Business Intelligence
1 41 (23.16%) Data Warehouse
2 26 (14.69%) SQL Server
3 25 (14.12%) Power BI
4 12 (6.78%) Big Data
4 12 (6.78%) Tableau
5 10 (5.65%) BusinessObjects
5 10 (5.65%) Data Lake
6 9 (5.08%) Yellowfin
7 6 (3.39%) Hadoop
7 6 (3.39%) Relational Database
7 6 (3.39%) SQL Server Integration Services
8 5 (2.82%) Enterprise Data Warehouse
8 5 (2.82%) QlikView
9 4 (2.26%) Amazon Redshift
9 4 (2.26%) Data Mining
9 4 (2.26%) MySQL
9 4 (2.26%) PostgreSQL
9 4 (2.26%) SQL Server Reporting Services
10 3 (1.69%) Cosmos DB
11 2 (1.13%) FileMaker
Development Applications
1 12 (6.78%) JIRA
2 6 (3.39%) Visual Studio Team System
3 4 (2.26%) Git (software)
4 3 (1.69%) Cucumber
4 3 (1.69%) Jenkins
4 3 (1.69%) Selenium
4 3 (1.69%) TeamCity
5 1 (0.56%) JIRA Agile
5 1 (0.56%) JMeter
5 1 (0.56%) LoadRunner
5 1 (0.56%) SoapUI
5 1 (0.56%) SpecFlow
General
1 42 (23.73%) Finance
2 30 (16.95%) Law
3 13 (7.34%) Banking
3 13 (7.34%) Marketing
4 7 (3.95%) Legal
5 4 (2.26%) Advertising
6 3 (1.69%) Investment Banking
7 2 (1.13%) Housing Association
7 2 (1.13%) Retail
8 1 (0.56%) Dutch Language
8 1 (0.56%) Financial Institution
8 1 (0.56%) French Language
8 1 (0.56%) German Language
8 1 (0.56%) Italian Language
8 1 (0.56%) Spanish Language
8 1 (0.56%) Telecoms
Job Titles
1 77 (43.50%) Analyst
2 32 (18.08%) Business Analyst
3 31 (17.51%) Data Analyst
4 26 (14.69%) Architect
5 24 (13.56%) Developer
6 20 (11.30%) Consultant
6 20 (11.30%) Technical Analyst
7 16 (9.04%) Data Architect
8 14 (7.91%) Technical Business Analyst
9 12 (6.78%) Implementation Consultant
10 11 (6.21%) Systems Analyst
10 11 (6.21%) Technical Consultant
11 10 (5.65%) Data Business Analyst
11 10 (5.65%) SaaS Consultant
12 9 (5.08%) Agile Business Analyst
12 9 (5.08%) Business Systems Analyst
12 9 (5.08%) SQL Analyst
13 8 (4.52%) Business Intelligence Analyst
13 8 (4.52%) Technical Implementation Consultant
14 7 (3.95%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 18 (10.17%) .NET
1 18 (10.17%) REST
2 16 (9.04%) XML
3 14 (7.91%) JSON
4 13 (7.34%) SOAP
5 12 (6.78%) Middleware
5 12 (6.78%) Web Services
6 6 (3.39%) AngularJS
6 6 (3.39%) BAPI
6 6 (3.39%) IDoc
6 6 (3.39%) SAP PI
6 6 (3.39%) SAP XI
7 4 (2.26%) ASP.NET
7 4 (2.26%) WCF
7 4 (2.26%) WSDL
8 3 (1.69%) Gherkin
8 3 (1.69%) Kafka
9 1 (0.56%) OAuth2
9 1 (0.56%) RESTful
9 1 (0.56%) Twig
Miscellaneous
1 23 (12.99%) Analytical Skills
2 10 (5.65%) Management Information System
3 8 (4.52%) Data Structures
4 4 (2.26%) Mobile Banking
4 4 (2.26%) Online Banking
4 4 (2.26%) Reinsurance
4 4 (2.26%) SWIFT
5 2 (1.13%) Data Centre
5 2 (1.13%) Data Protection Act
5 2 (1.13%) Driving Licence
5 2 (1.13%) Fixed Income
5 2 (1.13%) PMI
5 2 (1.13%) Public Cloud
5 2 (1.13%) Self-Motivation
5 2 (1.13%) Virtual Team
6 1 (0.56%) Derivative
6 1 (0.56%) Equities
6 1 (0.56%) Foreign Exchange (FX)
6 1 (0.56%) Hedge funds
6 1 (0.56%) Reference Data
Operating Systems
1 8 (4.52%) Windows
2 7 (3.95%) Linux
3 6 (3.39%) CentOS
3 6 (3.39%) Mac OS X
3 6 (3.39%) Ubuntu
4 2 (1.13%) Unix
4 2 (1.13%) Windows Server
4 2 (1.13%) Windows Server 2008
4 2 (1.13%) Windows Server 2019
Processes & Methodologies
1 64 (36.16%) Migration
2 59 (33.33%) Data Modelling
3 58 (32.77%) Agile Software Development
4 52 (29.38%) ETL
5 44 (24.86%) Data Migration
6 37 (20.90%) Business Intelligence
7 36 (20.34%) Analytics
7 36 (20.34%) Data Analysis
8 31 (17.51%) Data Management
9 26 (14.69%) CRM
10 25 (14.12%) Data Architecture
11 23 (12.99%) Data Cleansing
12 21 (11.86%) Data Governance
12 21 (11.86%) Master Data Management
13 20 (11.30%) Stakeholder Management
14 19 (10.73%) Business Analysis
14 19 (10.73%) Dashboard Development
14 19 (10.73%) Problem-Solving
15 18 (10.17%) Data Integration
15 18 (10.17%) Requirements Gathering
Programming Languages
1 84 (47.46%) SQL
2 15 (8.47%) Java
3 13 (7.34%) C#
4 9 (5.08%) Python
5 6 (3.39%) Bash Shell
5 6 (3.39%) Bourne shell
5 6 (3.39%) C++
5 6 (3.39%) JavaScript
5 6 (3.39%) VBA
6 4 (2.26%) PowerShell
6 4 (2.26%) VB.NET
7 3 (1.69%) Kotlin
8 1 (0.56%) PHP
8 1 (0.56%) R
Qualifications
1 15 (8.47%) Degree
2 6 (3.39%) Security Cleared
3 5 (2.82%) SC Cleared
4 2 (1.13%) IIBA
4 2 (1.13%) Numerate Degree
4 2 (1.13%) PMI Certification
4 2 (1.13%) PMP
5 1 (0.56%) CBAP
5 1 (0.56%) DV Cleared
5 1 (0.56%) ISEB
Quality Assurance & Compliance
1 32 (18.08%) Data Quality
2 13 (7.34%) QA
3 9 (5.08%) GDPR
4 4 (2.26%) IFRS
4 4 (2.26%) ISO 20022
4 4 (2.26%) ISO/IEC 27001
4 4 (2.26%) PSD2
4 4 (2.26%) TARGET2
5 3 (1.69%) Cyber Essentials
5 3 (1.69%) PCI DSS
6 1 (0.56%) PMO
System Software
1 2 (1.13%) Active Directory
1 2 (1.13%) Hyper-V
1 2 (1.13%) Virtual Desktop
1 2 (1.13%) VMware Infrastructure
Systems Management
1 1 (0.56%) Microsoft Intune
Vendors
1 25 (14.12%) SAP
2 24 (13.56%) Microsoft
3 23 (12.99%) Oracle
4 18 (10.17%) Informatica
5 14 (7.91%) IBM
6 8 (4.52%) Salesforce.com
7 7 (3.95%) Intapp
8 6 (3.39%) Jitterbit
8 6 (3.39%) Red Hat
9 5 (2.82%) Talend
10 4 (2.26%) Databricks
10 4 (2.26%) JD Edwards
11 3 (1.69%) Sage
12 2 (1.13%) Alteryx
12 2 (1.13%) Bloomberg
12 2 (1.13%) Charles River
12 2 (1.13%) Citrix
12 2 (1.13%) Cloudera
12 2 (1.13%) FactSet
12 2 (1.13%) Hortonworks