The following table provides summary statistics for permanent job vacancies advertised in England 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 737 709 763
Rank change year-on-year -28 +54  
Permanent jobs citing Data Mapping 130 197 190
As % of all permanent IT jobs advertised in England 0.15% 0.22% 0.18%
As % of the Processes & Methodologies category 0.17% 0.24% 0.21%
Number of salaries quoted 95 159 164
Median salary £50,000 £55,000 £51,750
Median salary % change year-on-year -9.09% +6.28%  
90% offered a salary of more than £35,400 £40,000 £32,500
10% offered a salary of more than £80,000 £67,500 £75,000
UK excluding London median salary £42,500 £46,000 £42,500
% change year-on-year -7.60% +8.23%  

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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75432 81132 91432
As % of all permanent IT job vacancies advertised in England 89.71% 88.99% 87.96%
Number of salaries quoted 61224 68664 75601
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Mapping
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Data Mapping
Salary Trend in England

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

Salary trend for Data Mapping in England

Data Mapping
Salary Histogram in England

The salary distribution of IT jobs citing Data Mapping in England over the 3 months to 26 June 2017.

Salary histogram for Data Mapping in England

Data Mapping
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the England region over the 3 months to 26 June 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
London +1 70 £67,500 +20.00% 10
West Midlands +25 22 £42,500 -2.29% 1
South East +25 15 £47,500 +5.55% 3
East of England -14 8 £40,000 -27.27% 3
Yorkshire -5 7 £35,000 -17.64% 1
North West -40 3 £47,500 +35.71% 3
East Midlands - 3 £50,000 -
South West -8 1 - -
North East - 1 £48,000 -
Data Mapping
UK

For the 6 months to 26 June 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 England region with a requirement for Data Mapping.

1 122 (49.00%) Finance
2 97 (38.96%) SQL
3 74 (29.72%) Agile Software Development
4 71 (28.51%) ETL
5 64 (25.70%) Stakeholder Management
6 58 (23.29%) Business Intelligence
7 53 (21.29%) Data Modelling
8 51 (20.48%) Analytics
9 50 (20.08%) SQL Server
9 50 (20.08%) Business Analysis
10 48 (19.28%) Data Warehouse
11 46 (18.47%) Analytical Skills
12 45 (18.07%) SQL Server Integration Services
13 41 (16.47%) SAP
14 38 (15.26%) Oracle
15 37 (14.86%) Microsoft
16 35 (14.06%) SDLC
17 34 (13.65%) Banking
18 33 (13.25%) BusinessObjects
19 32 (12.85%) Relational Database
20 30 (12.05%) Data Quality
21 29 (11.65%) Degree
21 29 (11.65%) Waterfall
21 29 (11.65%) XML
21 29 (11.65%) Data Analysis
22 27 (10.84%) TDD
22 27 (10.84%) Project Management
23 26 (10.44%) Java
23 26 (10.44%) ERP
23 26 (10.44%) Asset Management

Data Mapping
Co-occurring IT Skills in England 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 20 (8.03%) SharePoint
2 15 (6.02%) CMS
3 11 (4.42%) Oracle SOA Suite
4 3 (1.20%) Oracle Workflow
5 2 (0.80%) Apache
5 2 (0.80%) SAS
5 2 (0.80%) WebLogic
6 1 (0.40%) Confluence
Applications
1 19 (7.63%) Microsoft Project
2 15 (6.02%) Microsoft Excel
3 4 (1.61%) Microsoft Office
3 4 (1.61%) Microsoft PowerPoint
3 4 (1.61%) MS Visio
Business Applications
1 12 (4.82%) SAP CO
1 12 (4.82%) SAP FI
1 12 (4.82%) SAP FI/CO
2 7 (2.81%) Dynamics GP
2 7 (2.81%) SAP ERP
3 5 (2.01%) Dynamics NAV
4 4 (1.61%) Oracle Retail
4 4 (1.61%) Remedy ITSM
4 4 (1.61%) Temenos T24
5 3 (1.20%) Oracle Payables
5 3 (1.20%) Oracle Receivables
6 2 (0.80%) NetSuite
7 1 (0.40%) Dynamics AX
7 1 (0.40%) Oracle Applications
7 1 (0.40%) Sage X3
7 1 (0.40%) SAP MII
7 1 (0.40%) SAP Oil and Gas
7 1 (0.40%) SAP R/3
Cloud Services
1 8 (3.21%) Boomi
2 6 (2.41%) Adobe Analytics
3 5 (2.01%) SaaS
4 3 (1.20%) Cloud Computing
5 2 (0.80%) Force.com
6 1 (0.40%) Amazon AWS
6 1 (0.40%) Amazon Glacier
6 1 (0.40%) Amazon S3
6 1 (0.40%) IBM Blueworks
6 1 (0.40%) Microsoft Azure
Communications & Networking
1 6 (2.41%) LDAP
2 5 (2.01%) FTP
3 3 (1.20%) HTTP
4 1 (0.40%) Wireless
Database & Business Intelligence
1 50 (20.08%) SQL Server
2 48 (19.28%) Data Warehouse
3 45 (18.07%) SQL Server Integration Services
4 33 (13.25%) BusinessObjects
5 32 (12.85%) Relational Database
6 20 (8.03%) SQL Server Reporting Services
7 13 (5.22%) SQL Server 2012
7 13 (5.22%) SQL Server Analysis Services
8 12 (4.82%) OLAP
9 11 (4.42%) Big Data
9 11 (4.42%) Hadoop
10 10 (4.02%) Data Mining
10 10 (4.02%) Power BI
11 9 (3.61%) Apache Hive
12 8 (3.21%) NoSQL
13 7 (2.81%) SQL Server 2016
14 6 (2.41%) Data Lake
14 6 (2.41%) Oracle OLAP
14 6 (2.41%) SQL Server 2008
15 5 (2.01%) SQL Server 2014
Development Applications
1 20 (8.03%) JIRA
2 11 (4.42%) Git (software)
2 11 (4.42%) Jenkins
2 11 (4.42%) Maven
3 10 (4.02%) Visual Studio
4 9 (3.61%) Team Foundation Server
5 8 (3.21%) Jasmine
5 8 (3.21%) Protractor
6 1 (0.40%) Eclipse
6 1 (0.40%) ERwin
6 1 (0.40%) XMLSpy
General
1 122 (49.00%) Finance
2 34 (13.65%) Banking
3 23 (9.24%) Financial Institution
3 23 (9.24%) Investment Banking
4 14 (5.62%) Legal
4 14 (5.62%) Retail
5 13 (5.22%) Marketing
6 8 (3.21%) Back Office
6 8 (3.21%) General Ledger
7 7 (2.81%) Advertising
8 6 (2.41%) Games
8 6 (2.41%) German Language
8 6 (2.41%) Publishing
9 5 (2.01%) Dutch Language
9 5 (2.01%) French Language
9 5 (2.01%) Italian Language
9 5 (2.01%) Manufacturing
9 5 (2.01%) Spanish Language
10 3 (1.20%) Front Office
10 3 (1.20%) Telecoms
Job Titles
1 118 (47.39%) Analyst
2 72 (28.92%) Business Analyst
3 46 (18.47%) Developer
4 42 (16.87%) Architect
5 23 (9.24%) Consultant
6 22 (8.84%) Systems Analyst
7 21 (8.43%) Agile Business Analyst
8 20 (8.03%) Senior Analyst
9 19 (7.63%) Banking Analyst
9 19 (7.63%) Banking Business Analyst
9 19 (7.63%) Data Business Analyst
9 19 (7.63%) Fixed Income Business Analyst
10 18 (7.23%) Business Systems Analyst
10 18 (7.23%) Data Analyst
10 18 (7.23%) Data Architect
11 15 (6.02%) Data Manager
11 15 (6.02%) Market Data Analyst
11 15 (6.02%) Market Data Business Analyst
12 14 (5.62%) SAP Consultant
12 14 (5.62%) Technical Analyst
Libraries, Frameworks & Software Standards
1 29 (11.65%) XML
2 20 (8.03%) REST
3 18 (7.23%) .NET
4 17 (6.83%) J2EE
5 15 (6.02%) SOAP
6 14 (5.62%) Spring
7 11 (4.42%) Hibernate
7 11 (4.42%) SAP PI
8 10 (4.02%) EDI
9 9 (3.61%) .NET Framework
9 9 (3.61%) IDoc
10 8 (3.21%) AngularJS
10 8 (3.21%) ASP.NET
10 8 (3.21%) ASP.NET MVC
10 8 (3.21%) ASP.NET Web API
10 8 (3.21%) Entity Framework
10 8 (3.21%) Middleware
10 8 (3.21%) Web Services
10 8 (3.21%) XML Schema
11 6 (2.41%) SAP Fiori
Miscellaneous
1 46 (18.47%) Analytical Skills
2 19 (7.63%) Equities
2 19 (7.63%) Fixed Income
2 19 (7.63%) Hedge funds
3 18 (7.23%) Enterprise Software
4 15 (6.02%) Data Structures
5 14 (5.62%) Computer Science
6 13 (5.22%) User Experience
7 12 (4.82%) Management Information System
8 8 (3.21%) Reference Data
9 6 (2.41%) Algorithms
9 6 (2.41%) Foreign Exchange (FX)
10 5 (2.01%) Fintech
11 4 (1.61%) Derivative
12 3 (1.20%) Mobile App
13 2 (0.80%) Pricing Data
13 2 (0.80%) Virtual Team
14 1 (0.40%) Data Centre
14 1 (0.40%) Greenfield Project
14 1 (0.40%) Reinsurance
Operating Systems
1 5 (2.01%) Unix
2 3 (1.20%) Android
3 2 (0.80%) Linux
4 1 (0.40%) Mac OS
4 1 (0.40%) Windows
Processes & Methodologies
1 74 (29.72%) Agile Software Development
2 71 (28.51%) ETL
3 64 (25.70%) Stakeholder Management
4 58 (23.29%) Business Intelligence
5 53 (21.29%) Data Modelling
6 51 (20.48%) Analytics
7 50 (20.08%) Business Analysis
8 35 (14.06%) SDLC
9 29 (11.65%) Data Analysis
9 29 (11.65%) Waterfall
10 27 (10.84%) Project Management
10 27 (10.84%) TDD
11 26 (10.44%) Asset Management
11 26 (10.44%) ERP
12 25 (10.04%) ETL Development
12 25 (10.04%) GAP Analysis
12 25 (10.04%) Migration
13 24 (9.64%) Workflow
14 23 (9.24%) Business Process Modelling
14 23 (9.24%) Scrum
Programming Languages
1 97 (38.96%) SQL
2 26 (10.44%) Java
3 12 (4.82%) C#
4 10 (4.02%) T-SQL
5 8 (3.21%) JavaScript
6 7 (2.81%) ABAP
6 7 (2.81%) PL/SQL
7 5 (2.01%) C
8 4 (1.61%) R
8 4 (1.61%) XPath
8 4 (1.61%) XQuery
9 3 (1.20%) Shell Script
9 3 (1.20%) VBA
10 2 (0.80%) Data Analysis Expressions (DAX)
11 1 (0.40%) ActionScript
11 1 (0.40%) ActionScript 2.0
11 1 (0.40%) C++
Qualifications
1 29 (11.65%) Degree
2 14 (5.62%) ISEB
3 3 (1.20%) ITIL Certification
3 3 (1.20%) Six Sigma Black Belt
3 3 (1.20%) Six Sigma Green Belt
3 3 (1.20%) Six Sigma Yellow Belt
4 1 (0.40%) Computer Science Degree
4 1 (0.40%) Numerate Degree
4 1 (0.40%) SC Cleared
4 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 30 (12.05%) Data Quality
2 5 (2.01%) MiFID
2 5 (2.01%) QA
3 3 (1.20%) RosettaNet
3 3 (1.20%) SLA
4 1 (0.40%) GDPR
4 1 (0.40%) PMO
System Software
1 6 (2.41%) Oracle RAC
Systems Management
1 6 (2.41%) MOM
2 1 (0.40%) Oozie
Vendors
1 41 (16.47%) SAP
2 38 (15.26%) Oracle
3 37 (14.86%) Microsoft
4 16 (6.43%) Remedy
5 13 (5.22%) Cognos
6 6 (2.41%) Adobe
6 6 (2.41%) Facebook
6 6 (2.41%) Google
6 6 (2.41%) Tableau
7 5 (2.01%) IBM
8 4 (1.61%) Cognizant
8 4 (1.61%) Sage
8 4 (1.61%) Salesforce.com
8 4 (1.61%) Temenos
9 3 (1.20%) Teradata
10 2 (0.80%) ATG
10 2 (0.80%) Dell
10 2 (0.80%) IBM Sterling
10 2 (0.80%) Siebel
10 2 (0.80%) Trillium
Warrington, Cheshire
ReThink Recruitment
Salary: £200 - £275 per day
Posted: 14 hours ago
London
Nigel Frank International
Salary: £55000 - £65000 per annum
Posted: 22 hours ago
Manchester
Nigel Frank International
Salary: £50000 - £65000 per annum + company benefits
Posted: Yesterday
London
Optima Connections
Salary: Unspecified £ Market Rate + Bonus + Benefits
Posted: 19 hours ago
London
Harrington Boyd
Salary: £60000 - £85000 per annum
Posted: Yesterday
London
Virtusa
Salary: £55,000 - £70,000 per year
Posted: 6 days ago
Salford, Lancashire
Premier IT
Posted: 4 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £18000.00 - £22000.00 per annum
Posted: 13 days ago
London
Austin Fraser
Salary: £35000 - £42000 per annum + NEG
Posted: 6 days ago
Peterborough, Cambridgeshire
Talent Spa
Salary: £25k - 35k per year
Posted: 3 days ago
London
Harvey Nash plc
Salary: £85000 - £100000 per annum
Posted: 5 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: Competitive with excellent benefits
Posted: 11 days ago
Solihull
Ei Group
Salary: Competitive
Posted: 15 days ago
Milton Keynes
Mint
Posted: 26 days ago
Leeds
Computer Futures
Salary: £60000 - £100000 per annum + competitive
Posted: 12 days ago
London
NCC Group
Posted: 17 days ago