Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 17 January 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South East
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 199 259 208
Rank change year-on-year +60 -51 +6
Permanent jobs citing Data Management 483 390 655
As % of all permanent IT jobs advertised in the South East 1.57% 1.22% 1.63%
As % of the Processes & Methodologies category 1.80% 1.39% 1.87%
Number of salaries quoted 373 291 463
South East median annual salary £57,500 £52,000 £47,500
Median salary % change year-on-year +10.58% +9.47% -
10th Percentile £32,000 £27,500 £31,250
90th Percentile £80,000 £77,500 £71,250
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +2.44%

Data Management 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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,897 28,015 35,097
As % of all permanent IT jobs advertised in the South East 87.43% 87.48% 87.20%
Number of salaries quoted 22,146 22,971 29,444
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Management
Job Vacancy Trend in the South East

Job postings citing Data Management as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Management in the South East

Data Management
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management in the South East.

Salary trend for Data Management in the South East

Data Management
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Management in the South East over the 6 months to 17 January 2018.

Salary histogram for Data Management in the South East

Data Management
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the South East region over the 6 months to 17 January 2018. 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
Thames Valley +52 213 £57,500 +4.55% 35
Berkshire +59 148 £65,000 +18.18% 17
Surrey +20 100 £65,000 +30.00% 5
Hampshire +12 77 £50,000 -28.57% 13
West Sussex +28 54 £57,500 +18.56% 8
Oxfordshire -2 40 £55,000 - 10
East Sussex -30 31 £50,000 +3.09% 3
Buckinghamshire +8 29 £57,500 +27.78% 8
Kent +22 6 £60,000 +20.00% 3
Sussex - 4 £32,500 -
Middlesex +9 1 £40,000 +6.67% 1
Data Management
England

For the 6 months to 17 January 2018, IT jobs citing Data Management 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 South East region with a requirement for Data Management.

1 100 (20.70%) ETL
2 99 (20.50%) SQL
3 97 (20.08%) Project Management
4 92 (19.05%) Master Data Management
5 91 (18.84%) Finance
6 87 (18.01%) Java
7 84 (17.39%) Analytics
8 79 (16.36%) Oracle
9 78 (16.15%) Business Intelligence
10 74 (15.32%) Agile Software Development
11 69 (14.29%) SQL Server
11 69 (14.29%) SAP
12 67 (13.87%) Microsoft
12 67 (13.87%) Data Modelling
13 64 (13.25%) Data Quality
14 61 (12.63%) Data Governance
15 54 (11.18%) JavaScript
16 49 (10.14%) Migration
17 48 (9.94%) C#
17 48 (9.94%) Analytical Skills
18 45 (9.32%) Retail
18 45 (9.32%) Data Integration
18 45 (9.32%) Linux
19 44 (9.11%) Data Migration
20 42 (8.70%) Data Mapping
21 41 (8.49%) Degree
21 41 (8.49%) AIX
21 41 (8.49%) webMethods
21 41 (8.49%) Relational Database
22 40 (8.28%) Data Warehouse

Data Management
Co-occurring IT Skills in the South East 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 22 (4.55%) SharePoint
2 16 (3.31%) CMS
3 13 (2.69%) Apache
4 12 (2.48%) SAS
5 8 (1.66%) BizTalk Server
6 7 (1.45%) Apache Spark
7 5 (1.04%) nginx
8 4 (0.83%) Apache Pig
9 2 (0.41%) Elasticsearch
9 2 (0.41%) JBoss
9 2 (0.41%) SharePoint 2010
10 1 (0.21%) Adobe Experience Manager
10 1 (0.21%) ArcGIS
10 1 (0.21%) Confluence
10 1 (0.21%) IIS
10 1 (0.21%) NetWeaver
10 1 (0.21%) Skype for Business
Applications
1 30 (6.21%) Microsoft Excel
2 17 (3.52%) Microsoft Office
3 14 (2.90%) Microsoft Project
4 11 (2.28%) Microsoft PowerPoint
5 1 (0.21%) Abaqus
5 1 (0.21%) AutoCAD
5 1 (0.21%) CATIA
5 1 (0.21%) Siemens NX
5 1 (0.21%) SPSS
Business Applications
1 22 (4.55%) BusinessWare
2 12 (2.48%) SAP PLM
3 11 (2.28%) SAP MM
3 11 (2.28%) SAP VC
4 10 (2.07%) SAP SD
5 8 (1.66%) SAP CO
5 8 (1.66%) SAP FI
5 8 (1.66%) SAP FI/CO
5 8 (1.66%) SAP PM
6 6 (1.24%) Dynamics NAV
6 6 (1.24%) Maximo
6 6 (1.24%) Primavera
6 6 (1.24%) SAP EHS
6 6 (1.24%) SAP HR
6 6 (1.24%) SAP QM
7 5 (1.04%) Hyperion Planning
7 5 (1.04%) Oracle EBS
7 5 (1.04%) Salesforce.com CRM
8 4 (0.83%) Oracle Payables
8 4 (0.83%) Oracle Procure-to-Pay
Cloud Services
1 28 (5.80%) Amazon AWS
2 22 (4.55%) Microsoft Azure
3 17 (3.52%) SaaS
4 5 (1.04%) Amazon EC2
4 5 (1.04%) Amazon ELB
4 5 (1.04%) Amazon S3
4 5 (1.04%) Cloud Computing
4 5 (1.04%) Route 53
5 4 (0.83%) Amazon EMR
5 4 (0.83%) Force.com
5 4 (0.83%) IaaS
6 2 (0.41%) Azure Machine Learning
6 2 (0.41%) Data Lake Analytics
6 2 (0.41%) GitHub
6 2 (0.41%) Google Cloud Platform
6 2 (0.41%) PaaS
6 2 (0.41%) Salesforce Service Cloud
7 1 (0.21%) Dynamics 365
7 1 (0.21%) Google Analytics
7 1 (0.21%) Office 365
Communications & Networking
1 18 (3.73%) SAN
1 18 (3.73%) VoIP
2 9 (1.86%) Firewall
3 7 (1.45%) Skype
4 6 (1.24%) FTP
5 5 (1.04%) SNMP
5 5 (1.04%) SSL
5 5 (1.04%) VPN
6 4 (0.83%) HTTP
6 4 (0.83%) Wireless
7 2 (0.41%) Fibre Channel
7 2 (0.41%) Intelligent Network
7 2 (0.41%) iSCSI
7 2 (0.41%) NAS
7 2 (0.41%) WAN
8 1 (0.21%) GoToMeeting
8 1 (0.21%) IP Telephony
8 1 (0.21%) SIGTRAN
8 1 (0.21%) SMS
8 1 (0.21%) Wireshark
Database & Business Intelligence
1 69 (14.29%) SQL Server
2 41 (8.49%) Relational Database
3 40 (8.28%) Data Warehouse
4 35 (7.25%) Big Data
5 25 (5.18%) BusinessObjects
5 25 (5.18%) NoSQL
6 24 (4.97%) Power BI
6 24 (4.97%) SQL Server Reporting Services
7 23 (4.76%) MySQL
8 22 (4.55%) DataStage
8 22 (4.55%) SAP Data Services
9 20 (4.14%) SQL Server Integration Services
10 19 (3.93%) QlikView
11 13 (2.69%) DB2
12 12 (2.48%) Hadoop
12 12 (2.48%) SAP BW
13 11 (2.28%) OLAP
14 10 (2.07%) BusinessObjects Business Intelligence
14 10 (2.07%) GIS
15 9 (1.86%) RDBMS
Development Applications
1 16 (3.31%) Jenkins
2 8 (1.66%) Maven
2 8 (1.66%) ReSharper
2 8 (1.66%) SonarQube
2 8 (1.66%) Team Foundation Server
3 7 (1.45%) Selenium
4 5 (1.04%) Ant
4 5 (1.04%) Cucumber
4 5 (1.04%) Sonatype Nexus
4 5 (1.04%) Toad
4 5 (1.04%) WebDriver
5 4 (0.83%) JIRA
5 4 (0.83%) Oracle APEX
5 4 (0.83%) Oracle Forms
6 3 (0.62%) Eclipse
6 3 (0.62%) Git (software)
6 3 (0.62%) HP UFT
6 3 (0.62%) IntelliJ
6 3 (0.62%) Subversion
6 3 (0.62%) Visual Studio
General
1 91 (18.84%) Finance
2 45 (9.32%) Retail
3 24 (4.97%) Legal
3 24 (4.97%) Marketing
4 21 (4.35%) Manufacturing
5 20 (4.14%) Banking
5 20 (4.14%) Telecoms
6 10 (2.07%) Pharmaceutical
7 6 (1.24%) Advertising
7 6 (1.24%) Retail Banking
8 5 (1.04%) Financial Institution
8 5 (1.04%) German Language
9 4 (0.83%) General Ledger
9 4 (0.83%) Publishing
10 3 (0.62%) Automotive
11 2 (0.41%) Electronics
12 1 (0.21%) Back Office
12 1 (0.21%) Games
12 1 (0.21%) Law
12 1 (0.21%) Military
Job Titles
1 112 (23.19%) Developer
2 75 (15.53%) Analyst
3 65 (13.46%) Architect
4 52 (10.77%) Consultant
5 47 (9.73%) Data Manager
6 38 (7.87%) Data Architect
7 29 (6.00%) Java Developer
7 29 (6.00%) Software Engineer
8 25 (5.18%) Support Analyst
9 22 (4.55%) Data Consultant
9 22 (4.55%) SAP Data Manager
9 22 (4.55%) SAP Manager
10 20 (4.14%) Data Migration Lead
10 20 (4.14%) Data Migration Manager
10 20 (4.14%) Migration Manager
10 20 (4.14%) SAP Data Migration Lead
10 20 (4.14%) SAP Data Migration Manager
11 19 (3.93%) Java Team Leader
11 19 (3.93%) Lead Java Developer
11 19 (3.93%) Team Leader
Libraries, Frameworks & Software Standards
1 35 (7.25%) .NET
2 27 (5.59%) HTML
3 23 (4.76%) CSS
4 17 (3.52%) ASP.NET
5 16 (3.31%) LAMP
6 13 (2.69%) HTML5
6 13 (2.69%) XML
7 12 (2.48%) Ajax
8 11 (2.28%) Web Services
8 11 (2.28%) WPF
9 10 (2.07%) .NET Framework
9 10 (2.07%) Node.js
10 9 (1.86%) AngularJS
10 9 (1.86%) SOAP
11 7 (1.45%) jQuery
11 7 (1.45%) RESTful
12 6 (1.24%) BAPI
12 6 (1.24%) IDoc
12 6 (1.24%) JSON
12 6 (1.24%) Visualforce
Miscellaneous
1 48 (9.94%) Analytical Skills
2 36 (7.45%) Enterprise Software
3 32 (6.63%) Management Information System
4 30 (6.21%) Computer Science
5 17 (3.52%) Clustering
6 16 (3.31%) Algorithms
7 13 (2.69%) PMI
8 12 (2.48%) Virtual Team
9 11 (2.28%) Client/Server
9 11 (2.28%) Data Structures
10 10 (2.07%) Driving Licence
10 10 (2.07%) Life Science
10 10 (2.07%) Mobile App
11 7 (1.45%) Reinsurance
12 6 (1.24%) Data Centre
13 5 (1.04%) Social Media
13 5 (1.04%) User Experience
14 4 (0.83%) NHS
15 3 (0.62%) N-Tier
15 3 (0.62%) Reference Data
Operating Systems
1 45 (9.32%) Linux
2 41 (8.49%) AIX
3 26 (5.38%) Windows
4 14 (2.90%) Unix
5 10 (2.07%) Embedded Linux
5 10 (2.07%) VxWorks
6 8 (1.66%) Windows Server
7 5 (1.04%) Red Hat Enterprise Linux
8 4 (0.83%) Mac OS X
9 2 (0.41%) Android
9 2 (0.41%) Windows Server 2008
9 2 (0.41%) Windows Server 2012
10 1 (0.21%) Solaris
10 1 (0.21%) Windows 10
Processes & Methodologies
1 100 (20.70%) ETL
2 97 (20.08%) Project Management
3 92 (19.05%) Master Data Management
4 84 (17.39%) Analytics
5 78 (16.15%) Business Intelligence
6 74 (15.32%) Agile Software Development
7 67 (13.87%) Data Modelling
8 61 (12.63%) Data Governance
9 49 (10.14%) Migration
10 45 (9.32%) Data Integration
11 44 (9.11%) Data Migration
12 42 (8.70%) Data Mapping
13 39 (8.07%) Data Architecture
14 36 (7.45%) Software Engineering
15 35 (7.25%) Stakeholder Management
16 34 (7.04%) CRM
17 33 (6.83%) Risk Management
18 32 (6.63%) Business Development
18 32 (6.63%) Information Management
19 31 (6.42%) Business Analysis
Programming Languages
1 99 (20.50%) SQL
2 87 (18.01%) Java
3 54 (11.18%) JavaScript
4 48 (9.94%) C#
5 33 (6.83%) C
5 33 (6.83%) C++
5 33 (6.83%) Python
6 21 (4.35%) PHP
7 15 (3.11%) PL/SQL
7 15 (3.11%) Shell Script
8 13 (2.69%) Bash Shell
8 13 (2.69%) VBA
9 10 (2.07%) Embedded C
9 10 (2.07%) Embedded C++
9 10 (2.07%) R
9 10 (2.07%) VB.NET
10 8 (1.66%) Korn
10 8 (1.66%) PowerShell
11 7 (1.45%) ActionScript
12 6 (1.24%) VB
Qualifications
1 41 (8.49%) Degree
2 13 (2.69%) Computer Science Degree
2 13 (2.69%) Microsoft Certification
2 13 (2.69%) PMI Certification
3 11 (2.28%) MCSE
4 9 (1.86%) CCNA
4 9 (1.86%) Cisco Certification
5 5 (1.04%) ISEB
6 4 (0.83%) SC Cleared
6 4 (0.83%) Security Cleared
7 3 (0.62%) IIBA
7 3 (0.62%) ISTQB
8 2 (0.41%) HNC
8 2 (0.41%) ISTQB Foundation Certification
8 2 (0.41%) ITIL Certification
8 2 (0.41%) MCDBA
8 2 (0.41%) MCITP
8 2 (0.41%) MCP
9 1 (0.21%) GCFA
9 1 (0.21%) PMP
Quality Assurance & Compliance
1 64 (13.25%) Data Quality
2 23 (4.76%) QA
3 10 (2.07%) ISO/IEC 27001
3 10 (2.07%) MISRA
3 10 (2.07%) MISRA C
4 7 (1.45%) GDPR
5 5 (1.04%) SLA
6 2 (0.41%) GCP
6 2 (0.41%) ISO/IEC 20000
6 2 (0.41%) PMO
7 1 (0.21%) ISO 13485
7 1 (0.21%) ISO 9001
System Software
1 18 (3.73%) Hyper-V
2 17 (3.52%) Active Directory
3 16 (3.31%) Virtual Machines
4 4 (0.83%) Apache Flume
4 4 (0.83%) Docker
4 4 (0.83%) HDFS
4 4 (0.83%) VMware Infrastructure
5 2 (0.41%) Firmware
Systems Management
1 16 (3.31%) Microsoft Clustering
2 13 (2.69%) Puppet
3 8 (1.66%) Opscode Chef
4 5 (1.04%) Ansible
5 4 (0.83%) Nagios
5 4 (0.83%) Oozie
6 3 (0.62%) HP Quality Center
7 2 (0.41%) NetBackup
8 1 (0.21%) Backup Exec
8 1 (0.21%) EMC NetWorker
8 1 (0.21%) Oracle RMAN
8 1 (0.21%) Tivoli
Vendors
1 79 (16.36%) Oracle
2 69 (14.29%) SAP
3 67 (13.87%) Microsoft
4 41 (8.49%) webMethods
5 26 (5.38%) Ab Initio
6 23 (4.76%) Informatica
7 22 (4.55%) Vitria
8 21 (4.35%) Salesforce.com
9 20 (4.14%) HP
10 16 (3.31%) 3PAR
11 13 (2.69%) Tableau
12 12 (2.48%) Cognos
12 12 (2.48%) Teradata
13 11 (2.28%) Google
14 9 (1.86%) hybris
15 8 (1.66%) Sophos
16 7 (1.45%) Cloudera
16 7 (1.45%) Hyperion
16 7 (1.45%) Netezza
16 7 (1.45%) Sun