Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
UK
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 880 924 907
Rank change year-on-year +44 -17 +4
Permanent jobs citing Data Mapping 327 303 396
As % of all permanent IT jobs advertised in the UK 0.18% 0.16% 0.18%
As % of the Processes & Methodologies category 0.20% 0.18% 0.20%
Number of salaries quoted 244 223 320
UK median annual salary £56,250 £55,000 £52,500
Median salary % change year-on-year +2.27% +4.76% +15.83%
10th Percentile £30,375 £37,593 £31,750
90th Percentile £80,000 £75,000 £81,250
UK excluding London median annual salary £45,000 £47,500 £40,500
% change year-on-year -5.26% +17.28% -5.81%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161983 169953 194669
As % of all permanent IT jobs advertised in the UK 89.91% 89.37% 88.77%
Number of salaries quoted 127876 141202 160286
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Data Mapping
Job Vacancy Trend

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

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 6 months to 17 November 2017.

Salary histogram for Data Mapping in the UK

Data Mapping
Top 14 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 6 months to 17 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
England +75 307 £57,500 - 20
London +103 196 £60,000 -7.69% 7
UK excluding London -19 124 £45,000 -5.26% 14
South East -6 40 £57,500 +21.05% 6
North of England -10 21 £40,000 -11.11% 2
East of England +2 19 £41,500 -29.96% 3
Midlands +38 18 £45,000 +5.88% 1
West Midlands +6 15 £45,000 +5.88% 1
South West +19 13 £26,500 -45.64% 1
North West -18 11 £40,000 -30.43% 1
Yorkshire +29 10 £30,500 -32.22% 1
Scotland -4 8 £42,000 +2.21%
Wales +23 5 £47,500 -5.00% 1
East Midlands +36 3 £47,500 -

For the 6 months to 17 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 with a requirement for Data Mapping.

1 152 (46.48%) Finance
2 144 (44.04%) SQL
3 96 (29.36%) ETL
4 76 (23.24%) SQL Server
4 76 (23.24%) Agile Software Development
5 71 (21.71%) Data Modelling
6 70 (21.41%) Stakeholder Management
7 69 (21.10%) Business Intelligence
8 68 (20.80%) Banking
9 66 (20.18%) Data Management
10 65 (19.88%) Business Analysis
11 64 (19.57%) Analytics
12 61 (18.65%) Migration
12 61 (18.65%) Microsoft
13 60 (18.35%) Data Warehouse
14 50 (15.29%) SAP
15 49 (14.98%) Data Analysis
16 47 (14.37%) Analytical Skills
16 47 (14.37%) Data Migration
17 45 (13.76%) SQL Server Integration Services
17 45 (13.76%) Project Management
18 42 (12.84%) Degree
19 41 (12.54%) Data Quality
20 37 (11.31%) SDLC
21 36 (11.01%) Asset Management
22 35 (10.70%) SQL Server Reporting Services
23 34 (10.40%) Microsoft Excel
23 34 (10.40%) Waterfall
24 33 (10.09%) Java
24 33 (10.09%) GAP Analysis

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 (5.81%) SharePoint
2 10 (3.06%) Apache Spark
3 3 (0.92%) CMS
3 3 (0.92%) Oracle SOA Suite
4 2 (0.61%) Confluence
4 2 (0.61%) Oracle Workflow
5 1 (0.31%) SAS
5 1 (0.31%) WebSphere
Applications
1 34 (10.40%) Microsoft Excel
2 17 (5.20%) Microsoft Project
3 6 (1.83%) Microsoft Office
4 5 (1.53%) MS Visio
5 3 (0.92%) Spreadsheet
6 2 (0.61%) Adobe Creative Suite
6 2 (0.61%) Adobe Illustrator
6 2 (0.61%) Photoshop
7 1 (0.31%) Microsoft PowerPoint
7 1 (0.31%) Revit
Business Applications
1 14 (4.28%) SAP CO
1 14 (4.28%) SAP FI
1 14 (4.28%) SAP FI/CO
2 13 (3.98%) BusinessWare
3 12 (3.67%) Remedy ITSM
4 10 (3.06%) Temenos T24
5 6 (1.83%) SAP SD
6 4 (1.22%) Dynamics GP
6 4 (1.22%) SAP HR
6 4 (1.22%) SAP MM
6 4 (1.22%) SAP SRM
7 3 (0.92%) Oracle Retail
8 2 (0.61%) Oracle Payables
8 2 (0.61%) Oracle Receivables
9 1 (0.31%) Dynamics AX
9 1 (0.31%) Salesforce.com CRM
Cloud Services
1 11 (3.36%) SuccessFactors
2 8 (2.45%) Google Cloud Platform
3 6 (1.83%) Adobe Analytics
4 3 (0.92%) Amazon AWS
4 3 (0.92%) Office 365
5 2 (0.61%) Cloud Computing
5 2 (0.61%) Dynamics 365
5 2 (0.61%) GitHub
5 2 (0.61%) Microsoft Azure
6 1 (0.31%) Amazon EC2
6 1 (0.31%) Amazon EMR
6 1 (0.31%) Amazon Glacier
6 1 (0.31%) Amazon S3
6 1 (0.31%) Force.com
6 1 (0.31%) IBM Blueworks
6 1 (0.31%) SaaS
Communications & Networking
1 14 (4.28%) FTP
1 14 (4.28%) HTTP
2 5 (1.53%) SSL
3 2 (0.61%) Internet
3 2 (0.61%) SMS
Database & Business Intelligence
1 76 (23.24%) SQL Server
2 60 (18.35%) Data Warehouse
3 45 (13.76%) SQL Server Integration Services
4 35 (10.70%) SQL Server Reporting Services
5 27 (8.26%) Power BI
5 27 (8.26%) SQL Server Analysis Services
6 17 (5.20%) BusinessObjects
7 16 (4.89%) Hadoop
8 12 (3.67%) Apache Hive
8 12 (3.67%) Big Data
8 12 (3.67%) Relational Database
9 10 (3.06%) QlikView
10 7 (2.14%) Crystal Reports
10 7 (2.14%) Oracle Database
10 7 (2.14%) Oracle Database 11g
10 7 (2.14%) SQL Server 2012
11 6 (1.83%) Data Mining
11 6 (1.83%) NoSQL
11 6 (1.83%) OLAP
11 6 (1.83%) Qlik Sense
Development Applications
1 21 (6.42%) JIRA
2 9 (2.75%) Visual Studio
3 8 (2.45%) ERwin
4 5 (1.53%) Team Foundation Server
5 4 (1.22%) Git (software)
5 4 (1.22%) Jasmine
5 4 (1.22%) Jenkins
5 4 (1.22%) Maven
5 4 (1.22%) Protractor
6 2 (0.61%) Dreamweaver
6 2 (0.61%) Eclipse
6 2 (0.61%) XMLSpy
7 1 (0.31%) Talend Open Studio
7 1 (0.31%) Toad
General
1 152 (46.48%) Finance
2 68 (20.80%) Banking
3 29 (8.87%) Investment Banking
4 27 (8.26%) Advertising
4 27 (8.26%) Financial Institution
5 25 (7.65%) Retail
6 22 (6.73%) Marketing
7 15 (4.59%) Legal
8 13 (3.98%) Back Office
9 12 (3.67%) Telecoms
10 11 (3.36%) Front Office
11 10 (3.06%) General Ledger
11 10 (3.06%) Private Banking
12 8 (2.45%) Billing
13 6 (1.83%) Games
14 4 (1.22%) Dutch Language
14 4 (1.22%) French Language
14 4 (1.22%) German Language
14 4 (1.22%) Italian Language
14 4 (1.22%) Spanish Language
Job Titles
1 169 (51.68%) Analyst
2 88 (26.91%) Business Analyst
3 45 (13.76%) Developer
4 43 (13.15%) Consultant
5 42 (12.84%) Data Business Analyst
6 36 (11.01%) Data Analyst
7 34 (10.40%) Architect
8 33 (10.09%) Banking Analyst
8 33 (10.09%) Banking Business Analyst
9 29 (8.87%) Financial Analyst
10 26 (7.95%) SAP Consultant
11 22 (6.73%) Agile Business Analyst
12 21 (6.42%) Data Architect
12 21 (6.42%) Digital Analyst
13 20 (6.12%) Data Manager
14 19 (5.81%) Finance Business Analyst
14 19 (5.81%) Lead Business Analyst
14 19 (5.81%) Technical Analyst
15 17 (5.20%) Market Data Analyst
15 17 (5.20%) Market Data Business Analyst
Libraries, Frameworks & Software Standards
1 22 (6.73%) XML
2 17 (5.20%) REST
3 16 (4.89%) SOAP
4 15 (4.59%) JSON
5 12 (3.67%) cXML
5 12 (3.67%) EDIFACT
5 12 (3.67%) IDoc
5 12 (3.67%) JDBC
5 12 (3.67%) SAP PI
5 12 (3.67%) XSLT
6 11 (3.36%) .NET
7 9 (2.75%) Web Services
8 8 (2.45%) Middleware
9 5 (1.53%) .NET Framework
9 5 (1.53%) MDX
9 5 (1.53%) XML Schema
10 4 (1.22%) AngularJS
10 4 (1.22%) ASP.NET MVC
10 4 (1.22%) ASP.NET Web API
10 4 (1.22%) Entity Framework
Miscellaneous
1 47 (14.37%) Analytical Skills
2 19 (5.81%) Computer Science
2 19 (5.81%) Equities
3 17 (5.20%) Fixed Income
3 17 (5.20%) Hedge funds
4 14 (4.28%) Data Structures
5 11 (3.36%) Reference Data
5 11 (3.36%) User Experience
6 8 (2.45%) Algorithms
7 7 (2.14%) Mobile App
8 6 (1.83%) Virtual Team
9 5 (1.53%) Management Information System
10 4 (1.22%) SWIFT
11 3 (0.92%) Fintech
12 2 (0.61%) Enterprise Software
12 2 (0.61%) Market Risk
12 2 (0.61%) Minimum Viable Product
12 2 (0.61%) Robotics
13 1 (0.31%) Credit Risk
13 1 (0.31%) Data Protection Act
Operating Systems
1 14 (4.28%) AIX
1 14 (4.28%) Unix
2 4 (1.22%) Linux
2 4 (1.22%) Windows
3 1 (0.31%) Android
Processes & Methodologies
1 96 (29.36%) ETL
2 76 (23.24%) Agile Software Development
3 71 (21.71%) Data Modelling
4 70 (21.41%) Stakeholder Management
5 69 (21.10%) Business Intelligence
6 66 (20.18%) Data Management
7 65 (19.88%) Business Analysis
8 64 (19.57%) Analytics
9 61 (18.65%) Migration
10 49 (14.98%) Data Analysis
11 47 (14.37%) Data Migration
12 45 (13.76%) Project Management
13 37 (11.31%) SDLC
14 36 (11.01%) Asset Management
15 34 (10.40%) Waterfall
16 33 (10.09%) GAP Analysis
17 31 (9.48%) System Testing
18 30 (9.17%) Legacy Data Mapping
19 28 (8.56%) ERP
20 27 (8.26%) Mathematics
Programming Languages
1 144 (44.04%) SQL
2 33 (10.09%) Java
3 32 (9.79%) T-SQL
4 22 (6.73%) PL/SQL
5 12 (3.67%) Shell Script
5 12 (3.67%) XQuery
6 11 (3.36%) XPath
7 9 (2.75%) JavaScript
8 7 (2.14%) C#
9 6 (1.83%) C
10 3 (0.92%) Data Analysis Expressions (DAX)
11 2 (0.61%) Perl
11 2 (0.61%) R
12 1 (0.31%) Apex Code
12 1 (0.31%) Bash Shell
12 1 (0.31%) PowerShell
12 1 (0.31%) SAS Macro
Qualifications
1 42 (12.84%) Degree
2 7 (2.14%) ITIL Certification
2 7 (2.14%) Numerate Degree
3 4 (1.22%) ISEB
4 3 (0.92%) Computer Science Degree
5 1 (0.31%) Master's Degree
5 1 (0.31%) Six Sigma Black Belt
5 1 (0.31%) Six Sigma Green Belt
5 1 (0.31%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 41 (12.54%) Data Quality
2 13 (3.98%) QA
3 12 (3.67%) RosettaNet
4 8 (2.45%) GDPR
5 7 (2.14%) PMO
6 2 (0.61%) MiFID
7 1 (0.31%) ISO/IEC 27001
7 1 (0.31%) PCI DSS
System Software
1 5 (1.53%) HDFS
Systems Management
1 1 (0.31%) Nagios
1 1 (0.31%) SCOM
1 1 (0.31%) Systems Management Server (SMS)
Vendors
1 61 (18.65%) Microsoft
2 50 (15.29%) SAP
3 32 (9.79%) Oracle
4 30 (9.17%) Cognos
5 14 (4.28%) Google
5 14 (4.28%) Remedy
5 14 (4.28%) webMethods
6 13 (3.98%) Ab Initio
6 13 (3.98%) Salesforce.com
6 13 (3.98%) Vitria
7 10 (3.06%) Cognizant
7 10 (3.06%) Tableau
7 10 (3.06%) Temenos
8 9 (2.75%) IBM
9 8 (2.45%) Adobe
10 6 (1.83%) Facebook
11 5 (1.53%) Informatica
12 3 (0.92%) ATG
12 3 (0.92%) Teradata
12 3 (0.92%) Trillium