Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 651 737 739
Rank change year-on-year +86 +2 +2
Permanent jobs citing Data Mapping 194 106 186
As % of all permanent IT jobs advertised in London 0.26% 0.14% 0.21%
As % of the Processes & Methodologies category 0.28% 0.16% 0.23%
Number of salaries quoted 148 94 142
London median annual salary £60,000 £65,000 £60,000
Median salary % change year-on-year -7.69% +8.33% +9.09%
10th Percentile £43,750 £39,230 £37,000
90th Percentile £85,000 £89,250 £91,250
England median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +15.83%

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 advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68869 67817 79798
As % of all permanent IT jobs advertised in London 91.63% 90.61% 89.56%
Number of salaries quoted 52972 58374 67234
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Mapping
Job Vacancy Trend in London

Job postings citing Data Mapping as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Mapping in London

Data Mapping
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mapping in London.

Salary trend for Data Mapping in London

Data Mapping
Salary Histogram in London

The salary distribution of IT jobs citing Data Mapping in London over the 6 months to 20 November 2017.

Salary histogram for Data Mapping in London

Data Mapping
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the London region over the 6 months to 20 November 2017. 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
Central London +33 46 £55,000 +10.00% 3
North London - 6 £60,000 -
West London +10 3 £25,250 -57.92% 1
East London +4 2 £58,000 +146.81%
South London - 1 £70,000 -
Data Mapping
England

For the 6 months to 20 November 2017, IT jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Data Mapping.

1 107 (55.15%) Finance
2 87 (44.85%) SQL
3 61 (31.44%) Banking
4 55 (28.35%) Agile Software Development
4 55 (28.35%) Stakeholder Management
5 49 (25.26%) Business Analysis
6 42 (21.65%) Data Management
7 41 (21.13%) ETL
8 40 (20.62%) Analytics
9 39 (20.10%) SQL Server
10 35 (18.04%) Business Intelligence
11 33 (17.01%) Migration
12 32 (16.49%) Data Modelling
12 32 (16.49%) SAP
13 30 (15.46%) Asset Management
14 29 (14.95%) Investment Banking
14 29 (14.95%) Data Migration
15 27 (13.92%) Financial Institution
15 27 (13.92%) GAP Analysis
15 27 (13.92%) Data Warehouse
15 27 (13.92%) Data Quality
16 26 (13.40%) ERP
17 25 (12.89%) System Testing
17 25 (12.89%) Data Analysis
17 25 (12.89%) Waterfall
17 25 (12.89%) Legacy Data Mapping
17 25 (12.89%) SDLC
17 25 (12.89%) Data Flow Diagram
18 24 (12.37%) Microsoft
19 23 (11.86%) SQL Server Reporting Services

Data Mapping
Co-occurring IT Skills in London 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 19 (9.79%) SharePoint
2 6 (3.09%) Apache Spark
3 3 (1.55%) Oracle SOA Suite
4 2 (1.03%) CMS
5 1 (0.52%) Confluence
5 1 (0.52%) Oracle Workflow
5 1 (0.52%) SAS
5 1 (0.52%) WebSphere
Applications
1 17 (8.76%) Microsoft Excel
1 17 (8.76%) Microsoft Project
2 3 (1.55%) Microsoft Office
2 3 (1.55%) Spreadsheet
3 2 (1.03%) Adobe Creative Suite
3 2 (1.03%) Adobe Illustrator
3 2 (1.03%) Photoshop
4 1 (0.52%) MS Visio
Business Applications
1 14 (7.22%) SAP CO
1 14 (7.22%) SAP FI
1 14 (7.22%) SAP FI/CO
2 10 (5.15%) Temenos T24
3 6 (3.09%) Remedy ITSM
3 6 (3.09%) SAP SD
4 5 (2.58%) SAP HR
5 4 (2.06%) SAP MM
6 3 (1.55%) Oracle Retail
7 2 (1.03%) Dynamics GP
8 1 (0.52%) Dynamics AX
8 1 (0.52%) Oracle Payables
8 1 (0.52%) Oracle Receivables
Cloud Services
1 6 (3.09%) SuccessFactors
2 5 (2.58%) Google Cloud Platform
3 3 (1.55%) Office 365
4 2 (1.03%) Dynamics 365
5 1 (0.52%) Amazon AWS
5 1 (0.52%) Amazon EC2
5 1 (0.52%) Amazon EMR
5 1 (0.52%) Force.com
Communications & Networking
1 6 (3.09%) FTP
1 6 (3.09%) HTTP
2 2 (1.03%) SMS
Database & Business Intelligence
1 39 (20.10%) SQL Server
2 27 (13.92%) Data Warehouse
3 23 (11.86%) SQL Server Reporting Services
4 19 (9.79%) SQL Server Integration Services
5 17 (8.76%) SQL Server Analysis Services
6 10 (5.15%) Power BI
6 10 (5.15%) QlikView
7 8 (4.12%) Big Data
8 7 (3.61%) Hadoop
9 6 (3.09%) Apache Hive
9 6 (3.09%) Data Lake
9 6 (3.09%) Oracle Database
9 6 (3.09%) Oracle Database 11g
10 5 (2.58%) BigQuery
11 4 (2.06%) Geospatial Data
11 4 (2.06%) Relational Database
12 3 (1.55%) DataStage
12 3 (1.55%) GIS
12 3 (1.55%) SQL Server 2008
13 2 (1.03%) BusinessObjects
Development Applications
1 18 (9.28%) JIRA
2 3 (1.55%) ERwin
3 2 (1.03%) Dreamweaver
3 2 (1.03%) Eclipse
3 2 (1.03%) Git (software)
3 2 (1.03%) Jenkins
3 2 (1.03%) Maven
3 2 (1.03%) Visual Studio
3 2 (1.03%) XMLSpy
4 1 (0.52%) Talend Open Studio
4 1 (0.52%) Toad
General
1 107 (55.15%) Finance
2 61 (31.44%) Banking
3 29 (14.95%) Investment Banking
4 27 (13.92%) Financial Institution
5 16 (8.25%) Advertising
6 15 (7.73%) Marketing
7 12 (6.19%) Telecoms
8 11 (5.67%) Front Office
9 10 (5.15%) Back Office
9 10 (5.15%) General Ledger
9 10 (5.15%) Private Banking
10 9 (4.64%) Legal
11 6 (3.09%) Billing
12 4 (2.06%) Retail
13 3 (1.55%) Law
14 1 (0.52%) Publishing
Job Titles
1 95 (48.97%) Analyst
2 64 (32.99%) Business Analyst
3 36 (18.56%) Consultant
4 33 (17.01%) Banking Analyst
4 33 (17.01%) Banking Business Analyst
4 33 (17.01%) Data Business Analyst
5 30 (15.46%) Architect
6 28 (14.43%) Financial Analyst
7 23 (11.86%) SAP Consultant
8 22 (11.34%) Agile Business Analyst
9 19 (9.79%) Data Analyst
9 19 (9.79%) Lead Business Analyst
10 18 (9.28%) Data Architect
10 18 (9.28%) Finance Business Analyst
11 17 (8.76%) Fixed Income Business Analyst
11 17 (8.76%) Market Data Analyst
11 17 (8.76%) Market Data Business Analyst
11 17 (8.76%) Technical Analyst
12 15 (7.73%) Digital Analyst
12 15 (7.73%) Digital Business Analyst
Libraries, Frameworks & Software Standards
1 15 (7.73%) REST
2 8 (4.12%) SOAP
2 8 (4.12%) XML
3 6 (3.09%) cXML
3 6 (3.09%) EDIFACT
3 6 (3.09%) IDoc
3 6 (3.09%) JDBC
3 6 (3.09%) JSON
3 6 (3.09%) SAP PI
3 6 (3.09%) XSLT
4 4 (2.06%) MDX
5 3 (1.55%) CSS
5 3 (1.55%) HTML
6 2 (1.03%) Hibernate
6 2 (1.03%) J2EE
6 2 (1.03%) Spring
6 2 (1.03%) Visualforce
6 2 (1.03%) Web Services
7 1 (0.52%) .NET
Miscellaneous
1 22 (11.34%) Analytical Skills
2 19 (9.79%) Equities
3 17 (8.76%) Fixed Income
3 17 (8.76%) Hedge funds
4 14 (7.22%) Computer Science
5 10 (5.15%) Data Structures
6 6 (3.09%) Reference Data
7 4 (2.06%) SWIFT
8 2 (1.03%) Enterprise Software
8 2 (1.03%) Fintech
8 2 (1.03%) Management Information System
8 2 (1.03%) Market Risk
8 2 (1.03%) Virtual Team
9 1 (0.52%) Mobile App
9 1 (0.52%) Public Cloud
9 1 (0.52%) User Experience
Operating Systems
1 6 (3.09%) Unix
Processes & Methodologies
1 55 (28.35%) Agile Software Development
1 55 (28.35%) Stakeholder Management
2 49 (25.26%) Business Analysis
3 42 (21.65%) Data Management
4 41 (21.13%) ETL
5 40 (20.62%) Analytics
6 35 (18.04%) Business Intelligence
7 33 (17.01%) Migration
8 32 (16.49%) Data Modelling
9 30 (15.46%) Asset Management
10 29 (14.95%) Data Migration
11 27 (13.92%) GAP Analysis
12 26 (13.40%) ERP
13 25 (12.89%) Data Analysis
13 25 (12.89%) Data Flow Diagram
13 25 (12.89%) Legacy Data Mapping
13 25 (12.89%) SDLC
13 25 (12.89%) System Testing
13 25 (12.89%) Waterfall
14 20 (10.31%) Project Management
Programming Languages
1 87 (44.85%) SQL
2 17 (8.76%) T-SQL
3 16 (8.25%) PL/SQL
4 9 (4.64%) Java
5 6 (3.09%) C
5 6 (3.09%) Shell Script
5 6 (3.09%) XPath
5 6 (3.09%) XQuery
6 2 (1.03%) Data Analysis Expressions (DAX)
7 1 (0.52%) Apex Code
7 1 (0.52%) C#
7 1 (0.52%) JavaScript
7 1 (0.52%) Perl
7 1 (0.52%) SAS Macro
Qualifications
1 22 (11.34%) Degree
2 6 (3.09%) ITIL Certification
3 2 (1.03%) Computer Science Degree
4 1 (0.52%) Master's Degree
4 1 (0.52%) Numerate Degree
Quality Assurance & Compliance
1 27 (13.92%) Data Quality
2 10 (5.15%) QA
3 7 (3.61%) GDPR
4 6 (3.09%) PMO
4 6 (3.09%) RosettaNet
5 1 (0.52%) ISO/IEC 27001
5 1 (0.52%) MiFID
5 1 (0.52%) PCI DSS
System Software
1 5 (2.58%) HDFS
Vendors
1 32 (16.49%) SAP
2 24 (12.37%) Microsoft
3 18 (9.28%) Oracle
4 14 (7.22%) Cognos
5 12 (6.19%) Salesforce.com
6 10 (5.15%) Cognizant
6 10 (5.15%) Temenos
7 8 (4.12%) Remedy
8 5 (2.58%) Google
8 5 (2.58%) Informatica
9 4 (2.06%) Tableau
10 3 (1.55%) ATG
10 3 (1.55%) IBM
10 3 (1.55%) IBM Sterling
10 3 (1.55%) Teradata
11 2 (1.03%) Adobe
11 2 (1.03%) Pega
11 2 (1.03%) Salesforce Marketing Cloud
11 2 (1.03%) Trillium
12 1 (0.52%) Talend