Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 855 902 922
Rank change year-on-year +47 +20 -32
Permanent jobs citing Data Mapping 305 287 359
As % of all permanent IT jobs advertised in England 0.18% 0.16% 0.17%
As % of the Processes & Methodologies category 0.20% 0.18% 0.20%
Number of salaries quoted 227 212 289
England median annual salary £57,500 £57,500 £52,500
Median salary % change year-on-year - +9.52% +16.67%
10th Percentile £33,100 £38,750 £31,750
90th Percentile £80,000 £75,000 £80,250
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +16.67%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 150826 160156 182795
As % of all permanent IT jobs advertised in England 89.93% 89.37% 88.72%
Number of salaries quoted 119888 134356 152138
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Data Mapping
Job Vacancy Trend in England

Job postings citing Data Mapping as a percentage of all IT jobs advertised in England.

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 6 months to 18 November 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 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +87 194 £60,000 -7.69% 7
South East -10 40 £57,500 +21.05% 6
North of England -4 21 £40,000 -11.11% 2
East of England +6 19 £41,500 -29.96% 3
Midlands +18 18 £45,000 +5.88% 1
West Midlands +7 15 £45,000 +5.88% 1
South West 0 13 £26,500 -45.64% 1
North West -34 11 £40,000 -30.43% 1
Yorkshire +37 10 £30,500 -32.22% 1
East Midlands +42 3 £47,500 -
Data Mapping
UK

For the 6 months to 18 November 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.

1 145 (47.54%) Finance
2 138 (45.25%) SQL
3 90 (29.51%) ETL
4 73 (23.93%) SQL Server
5 69 (22.62%) Agile Software Development
6 68 (22.30%) Business Intelligence
7 65 (21.31%) Data Modelling
7 65 (21.31%) Data Management
8 64 (20.98%) Banking
8 64 (20.98%) Stakeholder Management
8 64 (20.98%) Analytics
9 62 (20.33%) Business Analysis
10 60 (19.67%) Migration
10 60 (19.67%) Microsoft
11 58 (19.02%) Data Warehouse
12 47 (15.41%) SAP
13 46 (15.08%) Data Migration
14 45 (14.75%) Analytical Skills
15 44 (14.43%) SQL Server Integration Services
15 44 (14.43%) Data Analysis
16 42 (13.77%) Project Management
17 39 (12.79%) Data Quality
18 36 (11.80%) Asset Management
19 35 (11.48%) SQL Server Reporting Services
19 35 (11.48%) SDLC
19 35 (11.48%) Degree
20 34 (11.15%) Microsoft Excel
21 32 (10.49%) Java
22 31 (10.16%) Oracle
23 30 (9.84%) T-SQL

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 19 (6.23%) SharePoint
2 6 (1.97%) Apache Spark
3 3 (0.98%) CMS
3 3 (0.98%) Oracle SOA Suite
4 1 (0.33%) Confluence
4 1 (0.33%) Oracle Workflow
4 1 (0.33%) SAS
4 1 (0.33%) WebSphere
Applications
1 34 (11.15%) Microsoft Excel
2 17 (5.57%) Microsoft Project
3 5 (1.64%) Microsoft Office
3 5 (1.64%) MS Visio
4 3 (0.98%) Spreadsheet
5 2 (0.66%) Adobe Creative Suite
5 2 (0.66%) Adobe Illustrator
5 2 (0.66%) Photoshop
6 1 (0.33%) Microsoft PowerPoint
6 1 (0.33%) Revit
Business Applications
1 14 (4.59%) SAP CO
1 14 (4.59%) SAP FI
1 14 (4.59%) SAP FI/CO
2 13 (4.26%) BusinessWare
3 11 (3.61%) Remedy ITSM
4 10 (3.28%) Temenos T24
5 6 (1.97%) SAP SD
6 4 (1.31%) Dynamics GP
6 4 (1.31%) SAP HR
6 4 (1.31%) SAP MM
6 4 (1.31%) SAP SRM
7 3 (0.98%) Oracle Retail
8 1 (0.33%) Dynamics AX
8 1 (0.33%) Oracle Payables
8 1 (0.33%) Oracle Receivables
Cloud Services
1 6 (1.97%) Adobe Analytics
1 6 (1.97%) SuccessFactors
2 5 (1.64%) Google Cloud Platform
3 3 (0.98%) Office 365
4 2 (0.66%) Amazon AWS
4 2 (0.66%) Dynamics 365
4 2 (0.66%) GitHub
4 2 (0.66%) Microsoft Azure
5 1 (0.33%) Amazon EC2
5 1 (0.33%) Amazon EMR
5 1 (0.33%) Amazon Glacier
5 1 (0.33%) Amazon S3
5 1 (0.33%) Cloud Computing
5 1 (0.33%) Force.com
5 1 (0.33%) IBM Blueworks
5 1 (0.33%) SaaS
Communications & Networking
1 14 (4.59%) FTP
1 14 (4.59%) HTTP
2 5 (1.64%) SSL
3 2 (0.66%) Internet
3 2 (0.66%) SMS
Database & Business Intelligence
1 73 (23.93%) SQL Server
2 58 (19.02%) Data Warehouse
3 44 (14.43%) SQL Server Integration Services
4 35 (11.48%) SQL Server Reporting Services
5 27 (8.85%) Power BI
5 27 (8.85%) SQL Server Analysis Services
6 17 (5.57%) BusinessObjects
7 12 (3.93%) Hadoop
8 11 (3.61%) Apache Hive
9 10 (3.28%) QlikView
9 10 (3.28%) Relational Database
10 8 (2.62%) Big Data
11 7 (2.30%) Crystal Reports
11 7 (2.30%) Oracle Database
11 7 (2.30%) Oracle Database 11g
12 6 (1.97%) Data Lake
12 6 (1.97%) Data Mining
12 6 (1.97%) NoSQL
12 6 (1.97%) OLAP
12 6 (1.97%) Oracle OLAP
Development Applications
1 20 (6.56%) JIRA
2 9 (2.95%) Visual Studio
3 8 (2.62%) ERwin
4 5 (1.64%) Team Foundation Server
5 4 (1.31%) Git (software)
5 4 (1.31%) Jasmine
5 4 (1.31%) Jenkins
5 4 (1.31%) Maven
5 4 (1.31%) Protractor
6 2 (0.66%) Dreamweaver
6 2 (0.66%) Eclipse
6 2 (0.66%) XMLSpy
7 1 (0.33%) Talend Open Studio
7 1 (0.33%) Toad
General
1 145 (47.54%) Finance
2 64 (20.98%) Banking
3 29 (9.51%) Investment Banking
4 27 (8.85%) Advertising
4 27 (8.85%) Financial Institution
5 23 (7.54%) Retail
6 21 (6.89%) Marketing
7 15 (4.92%) Legal
8 13 (4.26%) Back Office
9 12 (3.93%) Telecoms
10 11 (3.61%) Front Office
11 10 (3.28%) General Ledger
11 10 (3.28%) Private Banking
12 8 (2.62%) Billing
13 6 (1.97%) Games
14 4 (1.31%) Dutch Language
14 4 (1.31%) French Language
14 4 (1.31%) German Language
14 4 (1.31%) Italian Language
14 4 (1.31%) Spanish Language
Job Titles
1 162 (53.11%) Analyst
2 87 (28.52%) Business Analyst
3 44 (14.43%) Developer
4 42 (13.77%) Data Business Analyst
5 36 (11.80%) Consultant
6 34 (11.15%) Architect
7 33 (10.82%) Banking Analyst
7 33 (10.82%) Banking Business Analyst
8 30 (9.84%) Data Analyst
9 29 (9.51%) Financial Analyst
10 23 (7.54%) SAP Consultant
11 22 (7.21%) Agile Business Analyst
12 21 (6.89%) Data Architect
12 21 (6.89%) Digital Analyst
13 20 (6.56%) Data Manager
14 19 (6.23%) Finance Business Analyst
14 19 (6.23%) Lead Business Analyst
14 19 (6.23%) Technical Analyst
15 17 (5.57%) Fixed Income Business Analyst
15 17 (5.57%) Market Data Business Analyst
Libraries, Frameworks & Software Standards
1 21 (6.89%) XML
2 17 (5.57%) REST
3 16 (5.25%) SOAP
4 15 (4.92%) JSON
5 12 (3.93%) cXML
5 12 (3.93%) EDIFACT
5 12 (3.93%) IDoc
5 12 (3.93%) JDBC
5 12 (3.93%) SAP PI
5 12 (3.93%) XSLT
6 10 (3.28%) .NET
7 8 (2.62%) Middleware
7 8 (2.62%) Web Services
8 5 (1.64%) .NET Framework
8 5 (1.64%) MDX
8 5 (1.64%) XML Schema
9 4 (1.31%) ASP.NET
9 4 (1.31%) ASP.NET MVC
9 4 (1.31%) Entity Framework
9 4 (1.31%) OLE
Miscellaneous
1 45 (14.75%) Analytical Skills
2 19 (6.23%) Equities
3 17 (5.57%) Fixed Income
3 17 (5.57%) Hedge funds
4 16 (5.25%) Computer Science
5 13 (4.26%) Data Structures
6 11 (3.61%) User Experience
7 8 (2.62%) Algorithms
7 8 (2.62%) Reference Data
8 7 (2.30%) Mobile App
9 6 (1.97%) Virtual Team
10 5 (1.64%) Management Information System
11 4 (1.31%) SWIFT
12 2 (0.66%) Enterprise Software
12 2 (0.66%) Fintech
12 2 (0.66%) Market Risk
12 2 (0.66%) Minimum Viable Product
12 2 (0.66%) Robotics
13 1 (0.33%) Data Protection Act
13 1 (0.33%) Public Cloud
Operating Systems
1 14 (4.59%) AIX
2 13 (4.26%) Unix
3 3 (0.98%) Windows
4 1 (0.33%) Android
Processes & Methodologies
1 90 (29.51%) ETL
2 69 (22.62%) Agile Software Development
3 68 (22.30%) Business Intelligence
4 65 (21.31%) Data Management
4 65 (21.31%) Data Modelling
5 64 (20.98%) Analytics
5 64 (20.98%) Stakeholder Management
6 62 (20.33%) Business Analysis
7 60 (19.67%) Migration
8 46 (15.08%) Data Migration
9 44 (14.43%) Data Analysis
10 42 (13.77%) Project Management
11 36 (11.80%) Asset Management
12 35 (11.48%) SDLC
13 28 (9.18%) ERP
13 28 (9.18%) GAP Analysis
13 28 (9.18%) Waterfall
14 26 (8.52%) Mathematics
14 26 (8.52%) System Testing
15 25 (8.20%) Legacy Data Mapping
Programming Languages
1 138 (45.25%) SQL
2 32 (10.49%) Java
3 30 (9.84%) T-SQL
4 22 (7.21%) PL/SQL
5 12 (3.93%) Shell Script
5 12 (3.93%) XQuery
6 11 (3.61%) XPath
7 7 (2.30%) JavaScript
8 6 (1.97%) C
8 6 (1.97%) C#
9 3 (0.98%) Data Analysis Expressions (DAX)
10 2 (0.66%) R
11 1 (0.33%) Apex Code
11 1 (0.33%) Perl
11 1 (0.33%) SAS Macro
Qualifications
1 35 (11.48%) Degree
2 7 (2.30%) ITIL Certification
3 6 (1.97%) Numerate Degree
4 3 (0.98%) ISEB
5 2 (0.66%) Computer Science Degree
6 1 (0.33%) Master's Degree
6 1 (0.33%) Six Sigma Black Belt
6 1 (0.33%) Six Sigma Green Belt
6 1 (0.33%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 39 (12.79%) Data Quality
2 12 (3.93%) QA
2 12 (3.93%) RosettaNet
3 8 (2.62%) GDPR
4 6 (1.97%) PMO
5 1 (0.33%) ISO/IEC 27001
5 1 (0.33%) MiFID
5 1 (0.33%) PCI DSS
System Software
1 5 (1.64%) HDFS
Vendors
1 60 (19.67%) Microsoft
2 47 (15.41%) SAP
3 31 (10.16%) Oracle
4 29 (9.51%) Cognos
5 14 (4.59%) webMethods
6 13 (4.26%) Ab Initio
6 13 (4.26%) Remedy
6 13 (4.26%) Vitria
7 12 (3.93%) Salesforce.com
8 11 (3.61%) Google
9 10 (3.28%) Cognizant
9 10 (3.28%) Tableau
9 10 (3.28%) Temenos
10 9 (2.95%) IBM
11 8 (2.62%) Adobe
12 6 (1.97%) Facebook
13 5 (1.64%) Informatica
14 3 (0.98%) ATG
14 3 (0.98%) IBM Sterling
14 3 (0.98%) Teradata