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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
UK
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 747 723 770
Rank change year-on-year -24 +47  
Permanent jobs citing Data Mapping 127 226 218
As % of all permanent IT jobs advertised in the UK 0.14% 0.23% 0.20%
As % of the Processes & Methodologies category 0.16% 0.26% 0.22%
Number of salaries quoted 94 187 178
Median salary £47,750 £50,000 £50,000
Median salary % change year-on-year -4.50% -  
90% offered a salary of more than £33,250 £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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79702 87753 97622
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.97% 88.01%
Number of salaries quoted 64312 73316 79772
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
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

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 22 June 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 22 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
England -24 125 £49,000 -10.90% 24
London 0 66 £67,500 +12.50% 11
West Midlands +28 21 £42,500 -2.29% 3
Warwickshire - 20 £42,500 - 2
South East +3 14 £43,750 -2.77% 3
Stratford-upon-Avon - 12 £42,500 -
City of London +16 9 £50,000 -16.66%
Yorkshire +5 8 £35,000 -17.64% 1
East of England -15 8 £36,250 -34.09% 4
Berkshire +25 7 £47,500 - 1
Hertfordshire 0 7 £36,250 -34.09% 1
Maidenhead +6 6 - - 1
West Yorkshire +14 5 £52,500 +23.52% 1
Leeds +7 5 £52,500 +23.52% 1
Leamington Spa - 5 £45,000 - 2
Milton Keynes - 5 £80,000 - 2
Buckinghamshire - 5 £80,000 - 2
North West -44 3 £47,500 +35.71% 2
Cheshire - 3 £47,500 -
Nottinghamshire - 3 £50,000 -
South Yorkshire - 3 £28,750 -
East Midlands - 3 £50,000 -
Nottingham - 3 £50,000 -
Letchworth - 3 - -
Hatfield -1 2 £47,500 -
Sheffield - 2 £25,000 -
Welwyn Garden City - 2 £32,500 -
Hampshire +27 1 £40,000 -
Surrey +20 1 £25,000 -44.44%
South West +9 1 - -

For the 6 months to 22 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 with a requirement for Data Mapping.

1 119 (47.41%) Finance
2 96 (38.25%) SQL
3 73 (29.08%) Agile Software Development
4 71 (28.29%) ETL
5 63 (25.10%) Stakeholder Management
6 59 (23.51%) Business Intelligence
7 53 (21.12%) Data Modelling
8 51 (20.32%) Analytics
9 49 (19.52%) SQL Server
10 48 (19.12%) Data Warehouse
10 48 (19.12%) Business Analysis
11 47 (18.73%) Analytical Skills
12 45 (17.93%) SQL Server Integration Services
13 43 (17.13%) SAP
14 38 (15.14%) Oracle
15 36 (14.34%) Microsoft
16 34 (13.55%) BusinessObjects
16 34 (13.55%) Relational Database
16 34 (13.55%) SDLC
17 32 (12.75%) Banking
18 30 (11.95%) Degree
19 29 (11.55%) Data Quality
20 28 (11.16%) Waterfall
21 27 (10.76%) Data Analysis
21 27 (10.76%) GAP Analysis
21 27 (10.76%) Project Management
21 27 (10.76%) XML
21 27 (10.76%) ERP
22 26 (10.36%) Java
22 26 (10.36%) TDD

Data Mapping
Co-occurring 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 19 (7.57%) SharePoint
2 15 (5.98%) CMS
3 11 (4.38%) 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 18 (7.17%) Microsoft Project
2 15 (5.98%) Microsoft Excel
3 4 (1.59%) Microsoft Office
3 4 (1.59%) Microsoft PowerPoint
3 4 (1.59%) MS Visio
Business Applications
1 14 (5.58%) SAP CO
1 14 (5.58%) SAP FI
1 14 (5.58%) SAP FI/CO
2 7 (2.79%) Dynamics GP
2 7 (2.79%) SAP ERP
3 5 (1.99%) Dynamics NAV
4 4 (1.59%) Oracle Retail
5 3 (1.20%) Oracle Payables
5 3 (1.20%) Oracle Receivables
5 3 (1.20%) Remedy ITSM
5 3 (1.20%) Temenos T24
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 (3.19%) Boomi
2 6 (2.39%) Adobe Analytics
3 5 (1.99%) SaaS
4 3 (1.20%) Cloud Computing
4 3 (1.20%) Force.com
5 2 (0.80%) Amazon AWS
5 2 (0.80%) Microsoft Azure
6 1 (0.40%) Amazon Glacier
6 1 (0.40%) Amazon S3
Communications & Networking
1 6 (2.39%) LDAP
2 4 (1.59%) FTP
3 2 (0.80%) HTTP
4 1 (0.40%) Wireless
Database & Business Intelligence
1 49 (19.52%) SQL Server
2 48 (19.12%) Data Warehouse
3 45 (17.93%) SQL Server Integration Services
4 34 (13.55%) BusinessObjects
4 34 (13.55%) Relational Database
5 19 (7.57%) SQL Server Reporting Services
6 13 (5.18%) Big Data
6 13 (5.18%) Hadoop
6 13 (5.18%) OLAP
6 13 (5.18%) SQL Server 2012
7 12 (4.78%) SQL Server Analysis Services
8 10 (3.98%) Data Mining
8 10 (3.98%) NoSQL
9 9 (3.59%) Apache Hive
9 9 (3.59%) Power BI
10 7 (2.79%) SQL Server 2016
11 6 (2.39%) Data Lake
11 6 (2.39%) Oracle OLAP
11 6 (2.39%) SQL Server 2008
12 5 (1.99%) SQL Server 2014
Development Applications
1 19 (7.57%) JIRA
2 11 (4.38%) Git (software)
2 11 (4.38%) Jenkins
2 11 (4.38%) Maven
3 10 (3.98%) Visual Studio
4 9 (3.59%) Team Foundation Server
5 8 (3.19%) Jasmine
5 8 (3.19%) Protractor
6 1 (0.40%) Eclipse
6 1 (0.40%) ERwin
6 1 (0.40%) XMLSpy
General
1 119 (47.41%) Finance
2 32 (12.75%) Banking
3 21 (8.37%) Financial Institution
3 21 (8.37%) Investment Banking
4 15 (5.98%) Marketing
4 15 (5.98%) Retail
5 14 (5.58%) Legal
6 9 (3.59%) Back Office
6 9 (3.59%) General Ledger
7 7 (2.79%) Publishing
8 6 (2.39%) Advertising
8 6 (2.39%) Games
8 6 (2.39%) German Language
8 6 (2.39%) Manufacturing
9 5 (1.99%) Dutch Language
9 5 (1.99%) French Language
9 5 (1.99%) Italian Language
9 5 (1.99%) Spanish Language
10 3 (1.20%) Front Office
10 3 (1.20%) Telecoms
Job Titles
1 117 (46.61%) Analyst
2 69 (27.49%) Business Analyst
3 46 (18.33%) Developer
4 45 (17.93%) Architect
5 23 (9.16%) Consultant
6 22 (8.76%) Systems Analyst
7 21 (8.37%) Senior Analyst
8 20 (7.97%) Data Analyst
8 20 (7.97%) Data Architect
9 19 (7.57%) Agile Business Analyst
10 18 (7.17%) Banking Analyst
10 18 (7.17%) Banking Business Analyst
10 18 (7.17%) Business Systems Analyst
10 18 (7.17%) Fixed Income Business Analyst
11 16 (6.37%) Data Business Analyst
12 15 (5.98%) Data Manager
12 15 (5.98%) SAP Consultant
13 14 (5.58%) Market Data Analyst
13 14 (5.58%) Market Data Business Analyst
14 13 (5.18%) Technical Analyst
Libraries, Frameworks & Software Standards
1 27 (10.76%) XML
2 19 (7.57%) REST
3 17 (6.77%) .NET
3 17 (6.77%) J2EE
4 14 (5.58%) SOAP
4 14 (5.58%) Spring
5 11 (4.38%) EDI
5 11 (4.38%) Hibernate
6 10 (3.98%) SAP PI
7 9 (3.59%) .NET Framework
8 8 (3.19%) AngularJS
8 8 (3.19%) ASP.NET
8 8 (3.19%) ASP.NET MVC
8 8 (3.19%) ASP.NET Web API
8 8 (3.19%) Entity Framework
8 8 (3.19%) IDoc
8 8 (3.19%) Middleware
8 8 (3.19%) Web Services
9 7 (2.79%) XML Schema
10 6 (2.39%) SAP ALE
Miscellaneous
1 47 (18.73%) Analytical Skills
2 18 (7.17%) Enterprise Software
2 18 (7.17%) Equities
2 18 (7.17%) Fixed Income
2 18 (7.17%) Hedge funds
3 15 (5.98%) Data Structures
4 13 (5.18%) Computer Science
4 13 (5.18%) User Experience
5 12 (4.78%) Management Information System
6 8 (3.19%) Foreign Exchange (FX)
7 7 (2.79%) Reference Data
8 6 (2.39%) Algorithms
9 5 (1.99%) Derivative
9 5 (1.99%) Fintech
10 3 (1.20%) Mobile App
10 3 (1.20%) Virtual Team
11 2 (0.80%) Pricing Data
12 1 (0.40%) Data Centre
12 1 (0.40%) FMCG
12 1 (0.40%) Reinsurance
Operating Systems
1 4 (1.59%) 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 73 (29.08%) Agile Software Development
2 71 (28.29%) ETL
3 63 (25.10%) Stakeholder Management
4 59 (23.51%) Business Intelligence
5 53 (21.12%) Data Modelling
6 51 (20.32%) Analytics
7 48 (19.12%) Business Analysis
8 34 (13.55%) SDLC
9 28 (11.16%) Waterfall
10 27 (10.76%) Data Analysis
10 27 (10.76%) ERP
10 27 (10.76%) GAP Analysis
10 27 (10.76%) Project Management
11 26 (10.36%) TDD
12 25 (9.96%) ETL Development
13 24 (9.56%) Asset Management
13 24 (9.56%) Data Integration
13 24 (9.56%) Migration
13 24 (9.56%) Workflow
14 23 (9.16%) Business Process Modelling
Programming Languages
1 96 (38.25%) SQL
2 26 (10.36%) Java
3 12 (4.78%) C#
4 10 (3.98%) T-SQL
5 8 (3.19%) JavaScript
6 7 (2.79%) ABAP
7 6 (2.39%) PL/SQL
8 5 (1.99%) C
9 4 (1.59%) R
10 3 (1.20%) VBA
10 3 (1.20%) XPath
10 3 (1.20%) XQuery
11 2 (0.80%) Data Analysis Expressions (DAX)
11 2 (0.80%) Shell Script
12 1 (0.40%) ActionScript
12 1 (0.40%) ActionScript 2.0
12 1 (0.40%) C++
Qualifications
1 30 (11.95%) Degree
2 13 (5.18%) ISEB
3 3 (1.20%) Numerate Degree
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 2 (0.80%) ITIL Certification
5 1 (0.40%) Computer Science Degree
5 1 (0.40%) SC Cleared
5 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 29 (11.55%) Data Quality
2 5 (1.99%) MiFID
2 5 (1.99%) QA
3 3 (1.20%) SLA
4 2 (0.80%) RosettaNet
5 1 (0.40%) PMO
System Software
1 6 (2.39%) Oracle RAC
Systems Management
1 6 (2.39%) MOM
2 1 (0.40%) Oozie
Vendors
1 43 (17.13%) SAP
2 38 (15.14%) Oracle
3 36 (14.34%) Microsoft
4 15 (5.98%) Remedy
5 12 (4.78%) Cognos
6 6 (2.39%) Adobe
6 6 (2.39%) Facebook
6 6 (2.39%) Google
6 6 (2.39%) Tableau
7 5 (1.99%) Salesforce.com
8 4 (1.59%) IBM
8 4 (1.59%) Sage
9 3 (1.20%) Cognizant
9 3 (1.20%) Siebel
9 3 (1.20%) Temenos
9 3 (1.20%) Teradata
10 2 (0.80%) ATG
10 2 (0.80%) Dell
10 2 (0.80%) IBM Sterling
11 1 (0.40%) Informatica
London
Virtusa
Salary: £55,000 - £70,000 per year
Posted: 2 days ago
Salford, Lancashire
Premier IT
Posted: 8 hours ago
Leamington Spa, Warwickshire
ninesharp
Salary: £40000 - £50000 per annum
Posted: 5 days ago
London
Austin Fraser
Salary: £35000 - £42000 per annum + NEG
Posted: 2 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £18000.00 - £22000.00 per annum
Posted: 8 days ago
London
Optima Connections
Salary: Unspecified £ Market Rate + Bonus + Benefits
Posted: 3 days ago
London
Harrington Boyd
Salary: £60000 - £85000 per annum
Posted: 2 days ago
London
Harvey Nash plc
Salary: £85000 - £100000 per annum
Posted: Yesterday
Ipswich, Suffolk
CodeSource Recruitment Limited
Salary: From £50,000 to £650,000 per annum £50,000 - £65,000 + Bonus & Excelle
Posted: 6 days ago
Suffolk
Martin & Conley
Salary: £50000 - £60000 per annum + Bonus target or overtime eligibility 10%
Posted: 6 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: Competitive with excellent benefits
Posted: 7 days ago
Solihull
Ei Group
Salary: Competitive
Posted: 10 days ago
Cardiff, South Glamorgan
Reed Technology
Salary: £25000 - £33000 per annum
Posted: 6 days ago
Leeds
Computer Futures
Salary: £60000 - £100000 per annum + competitive
Posted: 7 days ago
Milton Keynes
Mint
Posted: 21 days ago
London
Cognizant
Salary: Unspecified
Posted: 24 days ago
London
Cognizant Technology Solutions
Posted: 24 days ago
London
NCC Group
Posted: 13 days ago