Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Mapping
Central London > City of London
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 302 294 337
Rank change year-on-year -8 +43 +59
Permanent jobs citing Data Mapping 40 34 14
As % of all permanent IT jobs advertised in the City of London 0.36% 0.33% 0.12%
As % of the Processes & Methodologies category 0.39% 0.36% 0.13%
Number of salaries quoted 37 32 13
City of London median annual salary £65,000 £55,000 £47,500
Median salary % change year-on-year +18.18% +15.79% -22.45%
10th Percentile £43,250 £46,250 £27,500
90th Percentile £88,000 £94,875 £70,000
Central London median annual salary £65,000 £55,000 £47,500
% change year-on-year +18.18% +15.79% -20.83%

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 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 10,253 9,376 10,574
As % of all permanent IT jobs advertised in the City of London 91.61% 91.65% 90.53%
Number of salaries quoted 9,140 8,474 9,637
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,000 £35,000
90th Percentile £95,000 £93,750 £90,000
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -

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 14 November 2018.

Salary histogram for Data Mapping in the City of London

For the 6 months to 14 November 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 24 (60.00%) Agile Software Development
2 19 (47.50%) Business Analysis
3 18 (45.00%) Migration
4 17 (42.50%) Analytical Skills
5 16 (40.00%) ETL
6 15 (37.50%) MS Visio
6 15 (37.50%) Stakeholder Management
7 14 (35.00%) Project Management
7 14 (35.00%) Workshop Facilitation
8 13 (32.50%) Problem-Solving
8 13 (32.50%) Software Delivery
8 13 (32.50%) Finance
8 13 (32.50%) Retail
8 13 (32.50%) BPMN
9 12 (30.00%) SQL
10 11 (27.50%) C
10 11 (27.50%) Data Warehouse
11 10 (25.00%) Data Modelling
12 8 (20.00%) Scrum
12 8 (20.00%) Tableau
12 8 (20.00%) Information Governance
12 8 (20.00%) Master Data Management
13 7 (17.50%) Amazon AWS
13 7 (17.50%) Degree
13 7 (17.50%) Business Intelligence
13 7 (17.50%) Java
13 7 (17.50%) SDLC
13 7 (17.50%) Analytics
14 6 (15.00%) Amazon Redshift
14 6 (15.00%) Reinsurance

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 1 (2.50%) Apache Spark
1 1 (2.50%) Elasticsearch
1 1 (2.50%) SharePoint
Applications
1 15 (37.50%) MS Visio
2 6 (15.00%) Microsoft Excel
3 3 (7.50%) Microsoft Office
4 2 (5.00%) Microsoft PowerPoint
Business Applications
1 2 (5.00%) Salesforce.com CRM
Cloud Services
1 7 (17.50%) Amazon AWS
2 2 (5.00%) Salesforce Service Cloud
3 1 (2.50%) Amazon EMR
3 1 (2.50%) Dynamics 365
Database & Business Intelligence
1 11 (27.50%) Data Warehouse
2 6 (15.00%) Amazon Redshift
2 6 (15.00%) BusinessObjects
2 6 (15.00%) MySQL
2 6 (15.00%) QlikView
2 6 (15.00%) Yellowfin
3 5 (12.50%) Big Data
4 4 (10.00%) SQL Server
5 2 (5.00%) SQL Server Reporting Services
6 1 (2.50%) Apache Hive
6 1 (2.50%) Crystal Reports
6 1 (2.50%) Data Mart
6 1 (2.50%) Electronic Patient Records
6 1 (2.50%) Hadoop
6 1 (2.50%) Power BI
6 1 (2.50%) Relational Database
6 1 (2.50%) Spark SQL
6 1 (2.50%) SQL Server Analysis Services
6 1 (2.50%) SQL Server Integration Services
6 1 (2.50%) Triplestore
General
1 13 (32.50%) Finance
1 13 (32.50%) Retail
2 4 (10.00%) Banking
3 2 (5.00%) Advertising
3 2 (5.00%) Legal
3 2 (5.00%) Marketing
4 1 (2.50%) Investment Banking
4 1 (2.50%) Pharmaceutical
4 1 (2.50%) Publishing
Job Titles
1 23 (57.50%) Analyst
2 19 (47.50%) Business Analyst
3 13 (32.50%) Insurance Business Analyst
3 13 (32.50%) Retail Business Analyst
4 6 (15.00%) Business Developer
4 6 (15.00%) Business Intelligence Developer
4 6 (15.00%) C Developer
4 6 (15.00%) Consultant
4 6 (15.00%) Developer
5 4 (10.00%) Architect
6 3 (7.50%) Data Consultant
6 3 (7.50%) Data Governance Consultant
6 3 (7.50%) Governance Consultant
7 2 (5.00%) Finance Business Analyst
7 2 (5.00%) Financial Analyst
7 2 (5.00%) GDPR Business Analyst
7 2 (5.00%) Test Leader
7 2 (5.00%) Trainee
7 2 (5.00%) Trainee Consultant
7 2 (5.00%) Trainee IT Consultant
Libraries, Frameworks & Software Standards
1 6 (15.00%) NHibernate
2 1 (2.50%) JSON
2 1 (2.50%) XML
Miscellaneous
1 17 (42.50%) Analytical Skills
2 6 (15.00%) Fintech
2 6 (15.00%) Management Information System
2 6 (15.00%) Reinsurance
3 3 (7.50%) SWIFT
4 2 (5.00%) Computer Science
4 2 (5.00%) PMI
5 1 (2.50%) Data Structures
5 1 (2.50%) Life Science
Processes & Methodologies
1 24 (60.00%) Agile Software Development
2 19 (47.50%) Business Analysis
3 18 (45.00%) Migration
4 16 (40.00%) ETL
5 15 (37.50%) Stakeholder Management
6 14 (35.00%) Project Management
6 14 (35.00%) Workshop Facilitation
7 13 (32.50%) BPMN
7 13 (32.50%) Problem-Solving
7 13 (32.50%) Software Delivery
8 10 (25.00%) Data Modelling
9 8 (20.00%) Information Governance
9 8 (20.00%) Master Data Management
9 8 (20.00%) Scrum
10 7 (17.50%) Analytics
10 7 (17.50%) Business Intelligence
10 7 (17.50%) SDLC
11 6 (15.00%) Data Visualisation
11 6 (15.00%) Kanban
11 6 (15.00%) Visualisation
Programming Languages
1 12 (30.00%) SQL
2 11 (27.50%) C
3 7 (17.50%) Java
4 2 (5.00%) VBA
5 1 (2.50%) JavaScript
5 1 (2.50%) PL/SQL
5 1 (2.50%) Python
5 1 (2.50%) Scala
Qualifications
1 7 (17.50%) Degree
2 4 (10.00%) CBAP
3 2 (5.00%) PMI Certification
Quality Assurance & Compliance
1 5 (12.50%) Data Quality
2 2 (5.00%) GDPR
Vendors
1 8 (20.00%) Tableau
2 6 (15.00%) Talend
3 2 (5.00%) Microsoft
3 2 (5.00%) Salesforce.com