Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
Central London > City of London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 289 337 383
Rank change year-on-year +48 +46 +54
Permanent jobs citing Data Mapping 33 13 31
As % of all permanent IT jobs advertised in the City of London 0.32% 0.11% 0.18%
As % of the Processes & Methodologies category 0.36% 0.13% 0.20%
Number of salaries quoted 31 13 27
City of London median annual salary £55,000 £47,500 £60,000
Median salary % change year-on-year +15.79% -20.83% +20.00%
10th Percentile £46,250 £27,500 £35,000
90th Percentile £96,250 £70,000 £74,000
Central London median annual salary £55,000 £47,500 £58,750
% change year-on-year +15.79% -19.15% +20.51%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9247 10392 15168
As % of all permanent IT jobs advertised in the City of London 90.08% 89.44% 89.12%
Number of salaries quoted 8347 9474 13149
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £93,750 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Mapping
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Mapping in the City of London

Data Mapping
Salary Trend in the City of London

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

Salary trend for Data Mapping in the City of London

Data Mapping
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Mapping in the City of London over the 6 months to 21 November 2017.

Salary histogram for Data Mapping in the City of London

For the 6 months to 21 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 City of London region with a requirement for Data Mapping.

1 17 (51.52%) Finance
1 17 (51.52%) Data Management
1 17 (51.52%) Analytics
2 14 (42.42%) Business Intelligence
3 13 (39.39%) Data Quality
4 12 (36.36%) ETL
5 10 (30.30%) SQL
5 10 (30.30%) SQL Server
6 9 (27.27%) Master Data Management
7 8 (24.24%) Data Governance
7 8 (24.24%) Data Migration
7 8 (24.24%) Data Cleansing
7 8 (24.24%) Migration
7 8 (24.24%) Legal
8 7 (21.21%) Quality Management
8 7 (21.21%) GAP Analysis
8 7 (21.21%) Data Security
8 7 (21.21%) Data Warehouse
8 7 (21.21%) Mathematics
8 7 (21.21%) QlikView
9 6 (18.18%) Business Analysis
9 6 (18.18%) Data Architecture
9 6 (18.18%) Data Modelling
9 6 (18.18%) CRM
9 6 (18.18%) Salesforce.com
9 6 (18.18%) Back Office
9 6 (18.18%) SQL Server Reporting Services
10 5 (15.15%) Data Analysis
10 5 (15.15%) Microsoft
10 5 (15.15%) SAP

Data Mapping
Co-occurring IT Skills in the City of 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 3 (9.09%) Apache Spark
2 1 (3.03%) SAS
Applications
1 5 (15.15%) Microsoft Excel
2 3 (9.09%) Microsoft Office
3 1 (3.03%) MS Visio
Business Applications
1 3 (9.09%) SAP CO
1 3 (9.09%) SAP FI
1 3 (9.09%) SAP FI/CO
2 2 (6.06%) SAP MM
2 2 (6.06%) SAP SD
Cloud Services
1 3 (9.09%) Google Cloud Platform
2 1 (3.03%) Force.com
Database & Business Intelligence
1 10 (30.30%) SQL Server
2 7 (21.21%) Data Warehouse
2 7 (21.21%) QlikView
3 6 (18.18%) SQL Server Reporting Services
4 3 (9.09%) Apache Hive
4 3 (9.09%) Big Data
4 3 (9.09%) BigQuery
4 3 (9.09%) Data Lake
4 3 (9.09%) Hadoop
5 2 (6.06%) SQL Server Analysis Services
5 2 (6.06%) SQL Server Integration Services
6 1 (3.03%) DataStage
6 1 (3.03%) OLAP
6 1 (3.03%) Oracle BI EE
6 1 (3.03%) Oracle Discoverer
6 1 (3.03%) Oracle OLAP
6 1 (3.03%) PowerCenter
6 1 (3.03%) SAS Enterprise Guide
6 1 (3.03%) Snowflake Schema
Development Applications
1 1 (3.03%) ERwin
1 1 (3.03%) Toad
General
1 17 (51.52%) Finance
2 8 (24.24%) Legal
3 6 (18.18%) Back Office
4 4 (12.12%) Banking
5 2 (6.06%) Billing
5 2 (6.06%) Law
6 1 (3.03%) Advertising
6 1 (3.03%) General Ledger
Job Titles
1 18 (54.55%) Analyst
2 10 (30.30%) Business Analyst
3 8 (24.24%) Data Manager
4 7 (21.21%) Service Manager
5 5 (15.15%) Data Analyst
5 5 (15.15%) Data Business Analyst
5 5 (15.15%) Data Migration Analyst
5 5 (15.15%) Data Migration Business Analyst
5 5 (15.15%) Financial Analyst
5 5 (15.15%) Migration Analyst
5 5 (15.15%) SQL Analyst
6 4 (12.12%) Architect
6 4 (12.12%) Business Intelligence Manager
6 4 (12.12%) Functional Analyst
6 4 (12.12%) Report Analyst
7 3 (9.09%) Big Data Architect
7 3 (9.09%) Cloud Architect
7 3 (9.09%) Data Architect
7 3 (9.09%) SQL Reporting Analyst
7 3 (9.09%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (3.03%) Visualforce
Miscellaneous
1 4 (12.12%) SWIFT
2 3 (9.09%) Analytical Skills
2 3 (9.09%) Reference Data
3 1 (3.03%) Market Risk
3 1 (3.03%) Virtual Team
Processes & Methodologies
1 17 (51.52%) Analytics
1 17 (51.52%) Data Management
2 14 (42.42%) Business Intelligence
3 12 (36.36%) ETL
4 9 (27.27%) Master Data Management
5 8 (24.24%) Data Cleansing
5 8 (24.24%) Data Governance
5 8 (24.24%) Data Migration
5 8 (24.24%) Migration
6 7 (21.21%) Data Security
6 7 (21.21%) GAP Analysis
6 7 (21.21%) Mathematics
6 7 (21.21%) Quality Management
7 6 (18.18%) Business Analysis
7 6 (18.18%) CRM
7 6 (18.18%) Data Architecture
7 6 (18.18%) Data Modelling
8 5 (15.15%) Data Analytics
8 5 (15.15%) ERP
8 5 (15.15%) Visualisation
Programming Languages
1 10 (30.30%) SQL
2 1 (3.03%) C
2 1 (3.03%) Java
2 1 (3.03%) PL/SQL
2 1 (3.03%) SAS Macro
2 1 (3.03%) T-SQL
Qualifications
1 2 (6.06%) Degree
Quality Assurance & Compliance
1 13 (39.39%) Data Quality
2 5 (15.15%) PMO
3 1 (3.03%) QA
System Software
1 3 (9.09%) HDFS
Vendors
1 6 (18.18%) Salesforce.com
2 5 (15.15%) Microsoft
2 5 (15.15%) SAP
3 3 (9.09%) Google
4 2 (6.06%) Cognos
4 2 (6.06%) Oracle
4 2 (6.06%) Tableau
5 1 (3.03%) Informatica
5 1 (3.03%) Siebel