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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Mapping
UK
Rank 745 739 753
Rank change year-on-year -6 +14  
Permanent jobs citing Data Mapping 122 226 204
As % of all permanent IT jobs advertised in the UK 0.14% 0.22% 0.19%
As % of the Processes & Methodologies category 0.16% 0.25% 0.22%
Number of salaries quoted 79 172 141
Median salary £47,500 £55,000 £55,000
Median salary % change year-on-year -13.63% -  
90% offered a salary of more than £32,950 £38,500 £35,500
10% offered a salary of more than £85,000 £71,500 £72,500
UK excluding London median salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.64%  

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

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75633 91466 92413
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.55% 87.00%
Number of salaries quoted 62140 75689 74754
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year - +1.01%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Mapping
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Mapping as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Mapping in the UK

Data Mapping
Salary Trend

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

Salary trend for Data Mapping in the UK

Data Mapping
Salary Histogram

The salary distribution of IT jobs citing Data Mapping over the 3 months to 25 March 2017.

Salary histogram for Data Mapping in the UK

Data Mapping
Top 30 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 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +5 119 £47,500 -13.63% 14
London -6 33 £72,000 +20.00% 6
South East +76 30 £50,000 +5.26%
South West +22 13 £32,500 -7.14% 1
West Midlands +30 12 £42,500 -22.72% 2
East of England +18 12 £35,000 -12.50%
Surrey +31 8 £50,000 +11.11%
Warwickshire +28 8 £42,500 -22.72% 2
City of London +41 7 £42,500 -33.59%
Berkshire +31 7 £50,000 +2.56%
Buckinghamshire +22 7 £86,250 -12.65%
West Yorkshire +20 7 £45,000 -28.00% 1
Yorkshire +12 7 £45,000 -28.00% 1
Milton Keynes +10 7 £86,250 -12.65%
Gloucester - 7 £27,500 -
Gloucestershire - 7 £27,500 -
Hertfordshire +6 6 £47,500 +18.75%
Stratford-upon-Avon +4 6 £42,500 -22.72% 1
Leeds +9 5 £43,750 -30.00% 1
Bristol +6 5 £32,500 - 1
Maidenhead +7 4 £50,000 +5.26%
North West -14 4 £40,000 -11.11% 2
Staines - 4 - -
Scotland +27 3 £71,500 -
Hampshire +23 3 £65,000 -
Birmingham +11 3 - -
Redhill +6 3 £50,000 +5.26%
Letchworth - 3 - -
Suffolk - 3 £31,500 -
Edinburgh +1 2 £71,500 -

Data Mapping
Top 30 Related IT Skills

For the 6 months to 25 March 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 with a requirement for Data Mapping.

1 111 (41.11%) Finance
2 105 (38.89%) SQL
3 90 (33.33%) Agile Software Development
4 56 (20.74%) Business Intelligence
4 56 (20.74%) Stakeholder Management
5 55 (20.37%) Data Modelling
6 52 (19.26%) Data Warehouse
7 50 (18.52%) SQL Server
7 50 (18.52%) Analytical Skills
8 49 (18.15%) Relational Database
9 48 (17.78%) ETL
9 48 (17.78%) Data Analysis
10 47 (17.41%) Analytics
11 46 (17.04%) Business Analysis
12 45 (16.67%) SAP
13 43 (15.93%) Java
14 40 (14.81%) Oracle
15 37 (13.70%) Microsoft
15 37 (13.70%) Data Management
15 37 (13.70%) Degree
16 36 (13.33%) MS Excel
17 35 (12.96%) XML
18 32 (11.85%) Retail
19 31 (11.48%) GAP Analysis
19 31 (11.48%) Data Quality
20 30 (11.11%) Migration
21 29 (10.74%) Banking
22 28 (10.37%) Data Architecture
23 27 (10.00%) SDLC
23 27 (10.00%) Workflow

Data Mapping
Top Related 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 16 (5.93%) SharePoint
2 11 (4.07%) CMS
3 9 (3.33%) Oracle SOA Suite
4 4 (1.48%) Confluence
5 2 (0.74%) WebLogic
6 1 (0.37%) Apache
Applications
1 36 (13.33%) MS Excel
2 11 (4.07%) MS Project
3 6 (2.22%) MS PowerPoint
4 5 (1.85%) MS Visio
4 5 (1.85%) Spreadsheet
5 4 (1.48%) MS Office
Business Applications
1 16 (5.93%) SAP CO
1 16 (5.93%) SAP FI
1 16 (5.93%) SAP FI/CO
2 7 (2.59%) SAP ERP
3 5 (1.85%) Dynamics NAV
3 5 (1.85%) NetSuite
4 3 (1.11%) Dynamics GP
5 2 (0.74%) BASE24
5 2 (0.74%) Dynamics AX
5 2 (0.74%) Dynamics CRM
5 2 (0.74%) Oracle Retail
5 2 (0.74%) Payment Gateway
5 2 (0.74%) Remedy ITSM
5 2 (0.74%) SAP HCM
5 2 (0.74%) SAP HR
5 2 (0.74%) SAP Oil and Gas
5 2 (0.74%) SAP Payroll
5 2 (0.74%) SAP PM
5 2 (0.74%) SAP QM
6 1 (0.37%) BusinessWorks
Cloud Services
1 13 (4.81%) Boomi
2 4 (1.48%) SaaS
2 4 (1.48%) Taleo
3 2 (0.74%) Amazon CloudWatch
3 2 (0.74%) Force.com
3 2 (0.74%) Microsoft Azure
3 2 (0.74%) SuccessFactors
4 1 (0.37%) Amazon AWS
4 1 (0.37%) Cloud Computing
Communications & Networking
1 7 (2.59%) LDAP
2 2 (0.74%) ATM
3 1 (0.37%) Intranet
3 1 (0.37%) Wireless
Database & Business Intelligence
1 52 (19.26%) Data Warehouse
2 50 (18.52%) SQL Server
3 49 (18.15%) Relational Database
4 24 (8.89%) BusinessObjects
5 21 (7.78%) SQL Server 2012
5 21 (7.78%) SQL Server Integration Services
6 18 (6.67%) DB2
7 16 (5.93%) Big Data
8 14 (5.19%) MS Access
8 14 (5.19%) RDBMS
9 13 (4.81%) Hadoop
9 13 (4.81%) NoSQL
10 10 (3.70%) OLAP
11 9 (3.33%) Crystal Reports
12 8 (2.96%) MySQL
12 8 (2.96%) QlikView
12 8 (2.96%) SQL Server Reporting Services
12 8 (2.96%) SSDT
13 7 (2.59%) Data Mining
14 6 (2.22%) Apache Hive
Development Applications
1 16 (5.93%) Visual Studio
2 14 (5.19%) Git (software)
3 13 (4.81%) Jenkins
3 13 (4.81%) JIRA
3 13 (4.81%) Maven
4 11 (4.07%) Team Foundation Server
5 9 (3.33%) Jasmine
5 9 (3.33%) Protractor
6 8 (2.96%) Eclipse
6 8 (2.96%) ERwin
7 6 (2.22%) XMLSpy
8 2 (0.74%) IntelliJ
9 1 (0.37%) Atlassian Bamboo
General
1 111 (41.11%) Finance
2 32 (11.85%) Retail
3 29 (10.74%) Banking
4 20 (7.41%) Legal
5 14 (5.19%) Financial Institution
6 12 (4.44%) Investment Banking
7 11 (4.07%) Manufacturing
7 11 (4.07%) Publishing
8 8 (2.96%) Back Office
8 8 (2.96%) General Ledger
9 7 (2.59%) Front Office
9 7 (2.59%) Marketing
10 5 (1.85%) Corporate Banking
11 4 (1.48%) Advertising
11 4 (1.48%) Dutch Language
11 4 (1.48%) French Language
11 4 (1.48%) German Language
11 4 (1.48%) Italian Language
11 4 (1.48%) Spanish Language
11 4 (1.48%) Telecoms
Job Titles
1 136 (50.37%) Analyst
2 76 (28.15%) Business Analyst
3 47 (17.41%) Architect
4 40 (14.81%) Developer
5 33 (12.22%) Data Analyst
6 28 (10.37%) Consultant
6 28 (10.37%) Data Architect
7 20 (7.41%) Systems Analyst
7 20 (7.41%) Technical Analyst
8 18 (6.67%) Senior Analyst
9 17 (6.30%) SAP Consultant
10 14 (5.19%) Agile Business Analyst
10 14 (5.19%) Business Systems Analyst
11 13 (4.81%) Senior Business Analyst
12 12 (4.44%) Technical Architect
13 11 (4.07%) Data Warehouse Developer
13 11 (4.07%) Java Technical Architect
13 11 (4.07%) SAP CO Consultant
13 11 (4.07%) SAP FI Consultant
13 11 (4.07%) SAP FI/CO Consultant
Libraries, Frameworks & Software Standards
1 35 (12.96%) XML
2 20 (7.41%) J2EE
3 18 (6.67%) .NET
4 14 (5.19%) REST
4 14 (5.19%) Spring
4 14 (5.19%) Web Services
5 13 (4.81%) EDI
5 13 (4.81%) SOAP
6 12 (4.44%) AngularJS
7 11 (4.07%) Hibernate
8 10 (3.70%) .NET Framework
8 10 (3.70%) ASP.NET
8 10 (3.70%) ASP.NET MVC
8 10 (3.70%) SAP PI
9 9 (3.33%) ASP.NET Web API
9 9 (3.33%) Entity Framework
10 8 (2.96%) Middleware
10 8 (2.96%) XML Schema
11 7 (2.59%) SAP ALE
11 7 (2.59%) SAP Fiori
Miscellaneous
1 50 (18.52%) Analytical Skills
2 19 (7.04%) Enterprise Software
3 14 (5.19%) Reference Data
4 13 (4.81%) Foreign Exchange (FX)
5 11 (4.07%) Fixed Income
6 10 (3.70%) Equities
6 10 (3.70%) Hedge funds
7 9 (3.33%) Data Structures
7 9 (3.33%) Derivative
7 9 (3.33%) Management Information System
8 7 (2.59%) Reinsurance
9 4 (1.48%) Computer Science
9 4 (1.48%) Virtual Team
10 3 (1.11%) User Experience
11 2 (0.74%) APACS
11 2 (0.74%) Client/Server
11 2 (0.74%) Fintech
11 2 (0.74%) Pricing Data
11 2 (0.74%) Tandem
11 2 (0.74%) Taxonomies
Operating Systems
1 3 (1.11%) Linux
1 3 (1.11%) Unix
2 1 (0.37%) Android
2 1 (0.37%) Mac OS
Processes & Methodologies
1 90 (33.33%) Agile Software Development
2 56 (20.74%) Business Intelligence
2 56 (20.74%) Stakeholder Management
3 55 (20.37%) Data Modelling
4 48 (17.78%) Data Analysis
4 48 (17.78%) ETL
5 47 (17.41%) Analytics
6 46 (17.04%) Business Analysis
7 37 (13.70%) Data Management
8 31 (11.48%) GAP Analysis
9 30 (11.11%) Migration
10 28 (10.37%) Data Architecture
11 27 (10.00%) SDLC
11 27 (10.00%) Workflow
12 26 (9.63%) Integration Testing
13 25 (9.26%) Data Integration
14 23 (8.52%) ERP
14 23 (8.52%) Requirements Analysis
14 23 (8.52%) Scrum
15 22 (8.15%) System Testing
Programming Languages
1 105 (38.89%) SQL
2 43 (15.93%) Java
3 17 (6.30%) C#
4 9 (3.33%) JavaScript
5 7 (2.59%) ABAP
5 7 (2.59%) PL/SQL
5 7 (2.59%) T-SQL
6 5 (1.85%) C++
6 5 (1.85%) VBA
7 3 (1.11%) C
7 3 (1.11%) XQuery
8 2 (0.74%) COBOL
9 1 (0.37%) XPath
Qualifications
1 37 (13.70%) Degree
2 12 (4.44%) ISEB
3 3 (1.11%) SC Cleared
3 3 (1.11%) Security Cleared
4 2 (0.74%) Microsoft Certification
5 1 (0.37%) ACCA
5 1 (0.37%) CIMA
Quality Assurance & Compliance
1 31 (11.48%) Data Quality
2 5 (1.85%) QA
3 4 (1.48%) PMO
3 4 (1.48%) SLA
4 1 (0.37%) EMIR
4 1 (0.37%) MiFID
4 1 (0.37%) UCITS
System Software
1 7 (2.59%) Oracle RAC
Systems Management
1 8 (2.96%) MOM
2 1 (0.37%) Oozie
Vendors
1 45 (16.67%) SAP
2 40 (14.81%) Oracle
3 37 (13.70%) Microsoft
4 13 (4.81%) Remedy
5 11 (4.07%) IBM
6 8 (2.96%) Teradata
7 7 (2.59%) Informatica
7 7 (2.59%) Trillium
8 6 (2.22%) Dell
8 6 (2.22%) Tableau
9 5 (1.85%) Cognos
10 4 (1.48%) Sage
10 4 (1.48%) Siebel
11 2 (0.74%) Blue Martini
11 2 (0.74%) BMC
11 2 (0.74%) Demandware
11 2 (0.74%) HP
11 2 (0.74%) Salesforce.com
11 2 (0.74%) Sybase
11 2 (0.74%) TOWER Software
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