Period
to 18 February 2018

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 18 February 2018 with a comparison to the same period in the previous 2 years.

Data Mapping
Central London > City of London
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 297 311 363
Rank change year-on-year +14 +52 +59
Permanent jobs citing Data Mapping 42 20 17
As % of all permanent IT jobs advertised in the City of London 0.40% 0.19% 0.12%
As % of the Processes & Methodologies category 0.44% 0.21% 0.14%
Number of salaries quoted 39 17 17
City of London median annual salary £65,000 £42,500 £46,000
Median salary % change year-on-year +52.94% -7.61% -8.91%
10th Percentile £46,250 £30,000 £31,250
90th Percentile £100,000 £70,000 £68,750
Central London median annual salary £57,500 £42,500 £51,250
% change year-on-year +35.29% -17.07% +1.49%

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 9,654 9,350 12,532
As % of all permanent IT jobs advertised in the City of London 91.09% 89.57% 89.69%
Number of salaries quoted 8,589 8,512 11,054
City of London median annual salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.35% +4.55%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,604 £57,500
% change year-on-year +4.16% +0.18% +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 18 February 2018.

Salary histogram for Data Mapping in the City of London

For the 6 months to 18 February 2018, 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 across the City of London region with a requirement for Data Mapping.

1 22 (52.38%) Finance
2 21 (50.00%) Data Management
3 18 (42.86%) ETL
4 14 (33.33%) Analytics
4 14 (33.33%) Master Data Management
5 13 (30.95%) Data Quality
5 13 (30.95%) Business Analysis
5 13 (30.95%) Legal
6 12 (28.57%) SQL
7 11 (26.19%) SQL Server
7 11 (26.19%) Data Modelling
7 11 (26.19%) Business Intelligence
8 10 (23.81%) Back Office
8 10 (23.81%) Analytical Skills
9 9 (21.43%) SDLC
10 8 (19.05%) Migration
10 8 (19.05%) Data Warehouse
10 8 (19.05%) Information Management
10 8 (19.05%) Data Migration
11 7 (16.67%) Data Governance
11 7 (16.67%) Agile Software Development
11 7 (16.67%) PMO
12 6 (14.29%) Microsoft Excel
12 6 (14.29%) Microsoft
12 6 (14.29%) Waterfall
12 6 (14.29%) Information Governance
12 6 (14.29%) Data Cleansing
12 6 (14.29%) Data Architecture
12 6 (14.29%) SQL Server Reporting Services
12 6 (14.29%) Use Case

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 (7.14%) Apache Spark
2 1 (2.38%) SAS
Applications
1 6 (14.29%) Microsoft Excel
2 3 (7.14%) Microsoft Office
3 2 (4.76%) MS Visio
Cloud Services
1 3 (7.14%) Google Cloud Platform
Database & Business Intelligence
1 11 (26.19%) SQL Server
2 8 (19.05%) Data Warehouse
3 6 (14.29%) SQL Server Reporting Services
4 5 (11.90%) QlikView
5 3 (7.14%) Apache Hive
5 3 (7.14%) Big Data
5 3 (7.14%) BigQuery
5 3 (7.14%) Data Lake
5 3 (7.14%) Hadoop
6 2 (4.76%) SQL Server Analysis Services
6 2 (4.76%) SQL Server Integration Services
7 1 (2.38%) BusinessObjects
7 1 (2.38%) DataStage
7 1 (2.38%) OLAP
7 1 (2.38%) Oracle BI EE
7 1 (2.38%) Oracle Discoverer
7 1 (2.38%) Oracle OLAP
7 1 (2.38%) PowerCenter
7 1 (2.38%) SAS Enterprise Guide
7 1 (2.38%) Snowflake Schema
Development Applications
1 1 (2.38%) ERwin
1 1 (2.38%) Toad
General
1 22 (52.38%) Finance
2 13 (30.95%) Legal
3 10 (23.81%) Back Office
4 5 (11.90%) Banking
5 3 (7.14%) Advertising
6 2 (4.76%) Law
7 1 (2.38%) Front Office
7 1 (2.38%) Publishing
7 1 (2.38%) Retail
Job Titles
1 21 (50.00%) Analyst
2 15 (35.71%) Business Analyst
3 8 (19.05%) Architect
3 8 (19.05%) Data Architect
4 7 (16.67%) Data Manager
5 6 (14.29%) Data Analyst
6 5 (11.90%) Data Business Analyst
6 5 (11.90%) Data Migration Analyst
6 5 (11.90%) Data Migration Business Analyst
6 5 (11.90%) Financial Analyst
6 5 (11.90%) Migration Analyst
6 5 (11.90%) Project Manager
6 5 (11.90%) SQL Analyst
7 4 (9.52%) Report Analyst
7 4 (9.52%) Senior Architect
7 4 (9.52%) Senior Data Architect
7 4 (9.52%) Service Manager
8 3 (7.14%) Data Governance Manager
8 3 (7.14%) Quality Manager
8 3 (7.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (11.90%) FIX Protocol
Miscellaneous
1 10 (23.81%) Analytical Skills
2 5 (11.90%) Management Information System
3 4 (9.52%) SWIFT
4 2 (4.76%) Computer Science
4 2 (4.76%) PMI
5 1 (2.38%) Market Risk
5 1 (2.38%) Reference Data
5 1 (2.38%) Reinsurance
Processes & Methodologies
1 21 (50.00%) Data Management
2 18 (42.86%) ETL
3 14 (33.33%) Analytics
3 14 (33.33%) Master Data Management
4 13 (30.95%) Business Analysis
5 11 (26.19%) Business Intelligence
5 11 (26.19%) Data Modelling
6 9 (21.43%) SDLC
7 8 (19.05%) Data Migration
7 8 (19.05%) Information Management
7 8 (19.05%) Migration
8 7 (16.67%) Agile Software Development
8 7 (16.67%) Data Governance
9 6 (14.29%) Data Architecture
9 6 (14.29%) Data Cleansing
9 6 (14.29%) Information Governance
9 6 (14.29%) Use Case
9 6 (14.29%) Waterfall
10 5 (11.90%) Data Analysis
10 5 (11.90%) Electronic Trading
Programming Languages
1 12 (28.57%) SQL
2 2 (4.76%) C
3 1 (2.38%) PL/SQL
3 1 (2.38%) SAS Macro
3 1 (2.38%) T-SQL
3 1 (2.38%) VBA
Qualifications
1 4 (9.52%) Degree
1 4 (9.52%) ISEB
2 2 (4.76%) IIBA
2 2 (4.76%) PMI Certification
3 1 (2.38%) CBAP
Quality Assurance & Compliance
1 13 (30.95%) Data Quality
2 7 (16.67%) PMO
3 5 (11.90%) MiFID
4 3 (7.14%) GDPR
System Software
1 3 (7.14%) HDFS
Vendors
1 6 (14.29%) Microsoft
2 5 (11.90%) Salesforce.com
3 3 (7.14%) Google
4 2 (4.76%) Cognos
4 2 (4.76%) Tableau
5 1 (2.38%) Informatica
5 1 (2.38%) Oracle