The table below looks at the statistics for Data Mapping skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Mapping over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Mapping
Rank 750 806 761
Rank change year-on-year
+56 -45
Permanent jobs citing Data Mapping 164 176 233
As % of all permanent IT jobs located in the UK 0.17% 0.16% 0.20%
As % of the Processes & Methodologies category 0.19% 0.18% 0.23%
Number of salaries quoted 112 143 187
Median salary £57,500 £47,500 £45,000
Median salary % change year-on-year
+21.05% +5.55%
90% offered a salary of more than £42,500 £32,500 £35,000
10% offered a salary of more than £67,500 £77,500 £70,000
UK excluding London median salary £47,500 £44,750 £43,000
% change year-on-year
+6.14% +4.06%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
85989 96019 100080
As % of all permanent IT jobs located in the UK 88.01% 87.50% 85.37%
Number of salaries quoted 71918 78944 79934
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,991
10% offered a salary of more than £78,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Mapping
Jobs Demand Trend

The demand trend of job ads citing Data Mapping as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Mapping Jobs Demand Trend 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 within the UK.

Data Mapping Salary Trend in the UK

Data Mapping
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Mapping over the 3 months to 25 August 2016 within the UK.

Data Mapping Salary Histogram 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 August 2016. 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
(Click see detailed
statistics and trends)
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 +33 157 £57,500 +15.00% 19
London +54 56 £65,000 +4.00% 6
South East +35 38 £45,500 +1.11% 6
North West +28 22 £57,500 +4.54% 2
Surrey +47 21 £45,000 -10.00% 3
West Midlands +4 19 £42,500 +26.86% 3
East of England +28 17 £60,000 +81.81%
Manchester +10 17 £62,500 +13.63% 1
Birmingham -3 15 £46,750 +122.61% 1
Farnborough +10 10 - -
Hampshire +8 10 - - 1
Reigate - 8 £45,000 - 1
City of London +53 7 £65,000 +15.55% 1
Cambridgeshire +14 6 £60,000 -31.42%
Cheshire +35 5 £57,500 +4.54%
Scotland +10 5 £40,000 -5.88% 1
Glasgow +6 5 £40,000 -5.88%
Warwickshire +11 4 £42,500 +26.86%
Essex +9 4 £33,000 -
Berkshire +7 4 £47,500 +5.55%
Hertfordshire +9 3 £58,500 +85.71%
Colchester -5 3 £33,000 -
Stratford-upon-Avon - 3 £42,500 -
Leeds +28 2 £52,500 +15.38% 1
Yorkshire +25 2 £52,500 +15.38% 1
West Yorkshire +20 2 £52,500 +15.38% 1
Knutsford +19 2 £55,000 -
Oxfordshire - 2 £50,000 -
Redhill - 2 £42,500 -
Harrow - 2 £57,500 -

Data Mapping
Top 30 Related IT Skills

For the 6 months to 25 August 2016, 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.

1 190 (48.59%) SQL
2 163 (41.69%) Finance
3 132 (33.76%) Data Analysis
4 116 (29.67%) Data Modelling
5 105 (26.85%) Agile Software Development
6 96 (24.55%) ETL
6 96 (24.55%) Business Intelligence
7 88 (22.51%) Migration
8 87 (22.25%) Retail
9 84 (21.48%) Oracle
9 84 (21.48%) Analytical Skills
10 83 (21.23%) SQL Server
11 76 (19.44%) Business Analysis
12 72 (18.41%) Data Warehouse
13 60 (15.35%) MS Excel
14 59 (15.09%) Microsoft
14 59 (15.09%) SQL Server Integration Services
14 59 (15.09%) Data Quality
15 56 (14.32%) Management Information System
16 55 (14.07%) SDLC
17 53 (13.55%) Stakeholder Management
18 52 (13.30%) Continuous Improvement
19 51 (13.04%) SAP
20 50 (12.79%) Publishing
21 48 (12.28%) System Testing
22 47 (12.02%) Data Management
23 45 (11.51%) Degree
23 45 (11.51%) Analytics
23 45 (11.51%) Data Migration
24 44 (11.25%) Project Management

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 10 (2.56%) JBoss
2 7 (1.79%) CMS
3 6 (1.53%) Confluence
4 4 (1.02%) JCAPS
5 2 (0.51%) Apache
5 2 (0.51%) Apache Spark
5 2 (0.51%) NetWeaver
5 2 (0.51%) SAS
5 2 (0.51%) SharePoint
6 1 (0.26%) Apache Pig
6 1 (0.26%) GlassFish
6 1 (0.26%) Oracle Service Bus
6 1 (0.26%) Oracle SOA Suite
6 1 (0.26%) Tomcat
6 1 (0.26%) WebSphere
Applications
1 60 (15.35%) MS Excel
2 29 (7.42%) MS Visio
3 19 (4.86%) MS PowerPoint
4 8 (2.05%) MS Office
5 3 (0.77%) MS Project
6 1 (0.26%) Spreadsheet
Business Applications
1 35 (8.95%) SAP CO
1 35 (8.95%) SAP FI
1 35 (8.95%) SAP FI/CO
2 10 (2.56%) Oracle EBS
3 8 (2.05%) Dynamics AX
4 7 (1.79%) Cognos TM1
5 6 (1.53%) Oracle Retail
6 5 (1.28%) Algo Collateral
7 4 (1.02%) Lorenzo
7 4 (1.02%) Remedy ITSM
8 3 (0.77%) PeopleSoft HCM
9 2 (0.51%) Dynamics CRM
9 2 (0.51%) Salesforce.com CRM
9 2 (0.51%) SAP BPC
9 2 (0.51%) SAP Business ByDesign
10 1 (0.26%) Dynamics GP
10 1 (0.26%) Dynamics NAV
10 1 (0.26%) Hyperion Enterprise
10 1 (0.26%) Markit EDM
10 1 (0.26%) SAP SRM
Cloud Services
1 26 (6.65%) SaaS
2 13 (3.32%) Taleo
3 1 (0.26%) Boomi
3 1 (0.26%) Office 365
Communications & Networking
1 5 (1.28%) HTTP
2 4 (1.02%) FTP
2 4 (1.02%) HTTPS
2 4 (1.02%) SSL
Database & Business Intelligence
1 83 (21.23%) SQL Server
2 72 (18.41%) Data Warehouse
3 59 (15.09%) SQL Server Integration Services
4 25 (6.39%) BusinessObjects
4 25 (6.39%) SQL Server Reporting Services
5 24 (6.14%) Big Data
6 23 (5.88%) SQL Server 2012
7 21 (5.37%) MySQL
8 18 (4.60%) Relational Database
9 17 (4.35%) SQL Server 2008
10 15 (3.84%) SQL Server 2014
10 15 (3.84%) SQL Server Analysis Services
11 12 (3.07%) Enterprise Data Warehouse
11 12 (3.07%) Qlik Sense
12 11 (2.81%) MS Access
12 11 (2.81%) SSDT
13 10 (2.56%) BusinessObjects Web Intelligence
13 10 (2.56%) BusinessObjects XI
13 10 (2.56%) Data Mining
13 10 (2.56%) PerformancePoint
Development Applications
1 22 (5.63%) JIRA
2 15 (3.84%) Talend Open Studio
3 13 (3.32%) Jenkins
4 9 (2.30%) SQL Server Management Studio (SSMS)
5 7 (1.79%) Maven
6 6 (1.53%) IntelliJ
6 6 (1.53%) Selenium
6 6 (1.53%) TeamCity
7 5 (1.28%) ERwin
8 4 (1.02%) Rational Rhapsody
9 3 (0.77%) Team Foundation Server
9 3 (0.77%) Toad
10 1 (0.26%) ANTLR
10 1 (0.26%) CruiseControl
10 1 (0.26%) Eclipse
10 1 (0.26%) Hudson
10 1 (0.26%) LSMW
10 1 (0.26%) Oracle APEX
10 1 (0.26%) Visual Studio
10 1 (0.26%) XMLSpy
General
1 163 (41.69%) Finance
2 87 (22.25%) Retail
3 50 (12.79%) Publishing
4 42 (10.74%) Banking
4 42 (10.74%) Manufacturing
5 35 (8.95%) General Ledger
6 23 (5.88%) Investment Banking
7 19 (4.86%) Marketing
8 14 (3.58%) Back Office
9 11 (2.81%) Online Betting
10 10 (2.56%) Front Office
11 8 (2.05%) Advertising
11 8 (2.05%) Retail Banking
12 7 (1.79%) Billing
12 7 (1.79%) French Language
12 7 (1.79%) Law
13 6 (1.53%) Telecoms
14 4 (1.02%) Automotive
15 1 (0.26%) Corporate Banking
15 1 (0.26%) Legal
Job Titles
1 180 (46.04%) Analyst
2 95 (24.30%) Business Analyst
3 80 (20.46%) Consultant
4 72 (18.41%) Developer
5 47 (12.02%) Architect
5 47 (12.02%) Data Analyst
6 37 (9.46%) SAP Consultant
7 34 (8.70%) SAP CO Consultant
7 34 (8.70%) SAP FI Consultant
7 34 (8.70%) SAP FI/CO Consultant
8 32 (8.18%) SAP Financial Consultant
9 31 (7.93%) SQL Analyst
10 25 (6.39%) Solutions Architect
11 24 (6.14%) Financial Analyst
12 22 (5.63%) Oracle Analyst
13 21 (5.37%) Data Architect
13 21 (5.37%) Systems Analyst
14 20 (5.12%) Finance Business Analyst
15 19 (4.86%) Banking Analyst
16 17 (4.35%) Technical Architect
Libraries, Frameworks & Software Standards
1 38 (9.72%) XML
2 32 (8.18%) Web Services
3 15 (3.84%) JSON
4 12 (3.07%) .NET
5 10 (2.56%) MDX
5 10 (2.56%) XSLT
6 8 (2.05%) SAP PI
7 7 (1.79%) Apache Camel
7 7 (1.79%) EDIFACT
7 7 (1.79%) REST
7 7 (1.79%) RESTful
7 7 (1.79%) SOAP
8 6 (1.53%) ASP.NET
8 6 (1.53%) Esper
8 6 (1.53%) Java SE
8 6 (1.53%) Spring
9 4 (1.02%) ASP.NET MVC
9 4 (1.02%) CSS
9 4 (1.02%) cXML
9 4 (1.02%) JDBC
Miscellaneous
1 84 (21.48%) Analytical Skills
2 56 (14.32%) Management Information System
3 18 (4.60%) Data Integration
4 16 (4.09%) Enterprise Software
5 13 (3.32%) Data Centre
6 12 (3.07%) Reference Data
6 12 (3.07%) User Experience
7 11 (2.81%) Equities
7 11 (2.81%) Mobile Payment
8 9 (2.30%) Semantic Web
9 7 (1.79%) Credit Risk
9 7 (1.79%) iPad
9 7 (1.79%) SWIFT
10 6 (1.53%) Computer Science
10 6 (1.53%) Data Extraction
10 6 (1.53%) Fixed Income
10 6 (1.53%) Foreign Exchange (FX)
10 6 (1.53%) Telematics
11 5 (1.28%) NHS
11 5 (1.28%) Virtual Team
Operating Systems
1 8 (2.05%) Unix
2 4 (1.02%) Linux
Processes & Methodologies
1 132 (33.76%) Data Analysis
2 116 (29.67%) Data Modelling
3 105 (26.85%) Agile Software Development
4 96 (24.55%) Business Intelligence
4 96 (24.55%) ETL
5 88 (22.51%) Migration
6 76 (19.44%) Business Analysis
7 55 (14.07%) SDLC
8 53 (13.55%) Stakeholder Management
9 52 (13.30%) Continuous Improvement
10 48 (12.28%) System Testing
11 47 (12.02%) Data Management
12 45 (11.51%) Analytics
12 45 (11.51%) Data Migration
13 44 (11.25%) Project Management
14 42 (10.74%) GAP Analysis
15 36 (9.21%) Scrum
16 35 (8.95%) Integration Testing
16 35 (8.95%) Legacy Data Mapping
16 35 (8.95%) User Acceptance Testing
Programming Languages
1 190 (48.59%) SQL
2 42 (10.74%) Java
3 28 (7.16%) PL/SQL
4 21 (5.37%) C#
5 15 (3.84%) T-SQL
6 11 (2.81%) VBA
7 9 (2.30%) Perl
8 7 (1.79%) Python
8 7 (1.79%) Shell Script
8 7 (1.79%) VB
8 7 (1.79%) XPath
8 7 (1.79%) XQuery
9 3 (0.77%) VB.NET
10 2 (0.51%) AWK
10 2 (0.51%) Korn
10 2 (0.51%) Ruby
10 2 (0.51%) SAS Macro
10 2 (0.51%) Scala
10 2 (0.51%) VB6
10 2 (0.51%) VBScript
Qualifications
1 45 (11.51%) Degree
2 8 (2.05%) ISEB
3 5 (1.28%) Security Cleared
4 2 (0.51%) HND
4 2 (0.51%) Microsoft Certification
4 2 (0.51%) PRINCE2 Certification
5 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 59 (15.09%) Data Quality
2 20 (5.12%) QA
3 6 (1.53%) Basel II
3 6 (1.53%) Basel III
3 6 (1.53%) CRD IV
3 6 (1.53%) HL7
4 1 (0.26%) Actionable Recommendations
4 1 (0.26%) EMIR
4 1 (0.26%) FATCA
4 1 (0.26%) MiFID
4 1 (0.26%) RosettaNet
4 1 (0.26%) SLA
4 1 (0.26%) Solvency II
System Software
1 1 (0.26%) HDFS
1 1 (0.26%) Oracle RAC
1 1 (0.26%) VMware Infrastructure
1 1 (0.26%) vSphere
1 1 (0.26%) Xen
Systems Management
1 2 (0.51%) Oozie
2 1 (0.26%) CA Single Sign-On
2 1 (0.26%) Cobbler
2 1 (0.26%) Opscode Chef
2 1 (0.26%) Puppet
2 1 (0.26%) WebSphere Cast Iron
2 1 (0.26%) Xymon
Vendors
1 84 (21.48%) Oracle
2 59 (15.09%) Microsoft
3 51 (13.04%) SAP
4 22 (5.63%) Informatica
5 15 (3.84%) IBM
5 15 (3.84%) Talend
6 9 (2.30%) Cognos
6 9 (2.30%) Teradata
7 8 (2.05%) GoldenSource
7 8 (2.05%) Tableau
8 7 (1.79%) PeopleSoft
9 5 (1.28%) Ab Initio
9 5 (1.28%) ATG
9 5 (1.28%) IBM Sterling
9 5 (1.28%) JD Edwards
9 5 (1.28%) Netezza
10 4 (1.02%) Cognizant
10 4 (1.02%) Remedy
11 3 (0.77%) JDA
11 3 (0.77%) Salesforce.com
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