Period
to 18 November 2017

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

Data Management
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 208 226 223
Rank change year-on-year +18 -3 -9
Permanent jobs citing Data Management 476 497 617
As % of all permanent IT jobs advertised in the South East 1.57% 1.41% 1.44%
As % of the Processes & Methodologies category 1.79% 1.62% 1.66%
Number of salaries quoted 376 388 431
South East median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -5.26%
10th Percentile £32,000 £27,000 £31,250
90th Percentile £79,375 £75,000 £72,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +2.94%

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 26574 30766 37248
As % of all permanent IT jobs advertised in the South East 87.44% 87.44% 86.93%
Number of salaries quoted 21881 25532 30764
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £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 18 November 2017.

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 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
Thames Valley +13 211 £50,000 -9.09% 9
Berkshire +12 131 £52,000 -9.57% 6
Surrey +65 127 £65,000 +40.54% 1
Hampshire -13 57 £52,500 0.00% 7
Buckinghamshire +29 48 £48,500 +28.48% 1
West Sussex +17 41 £65,000 +52.94% 2
Oxfordshire +2 36 £53,750 +19.44% 2
East Sussex -16 35 £40,000 -13.13%
Sussex - 6 £57,500 -
Kent +6 5 £72,500 +107.14% 1
Data Management
England

For the 6 months to 18 November 2017, 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.

1 113 (23.74%) SQL
2 96 (20.17%) Analytics
3 90 (18.91%) Master Data Management
4 84 (17.65%) Business Intelligence
5 83 (17.44%) SAP
6 79 (16.60%) Data Modelling
7 77 (16.18%) Microsoft
8 76 (15.97%) Agile Software Development
9 74 (15.55%) Project Management
10 73 (15.34%) Java
11 72 (15.13%) SQL Server
12 71 (14.92%) Oracle
12 71 (14.92%) ETL
13 70 (14.71%) Finance
14 66 (13.87%) Data Quality
15 65 (13.66%) Analytical Skills
16 64 (13.45%) Migration
17 63 (13.24%) Data Governance
18 54 (11.34%) Relational Database
19 53 (11.13%) CRM
20 49 (10.29%) Linux
20 49 (10.29%) Mentoring
21 48 (10.08%) Python
21 48 (10.08%) Data Warehouse
22 45 (9.45%) Degree
23 43 (9.03%) Retail
24 42 (8.82%) JavaScript
25 41 (8.61%) SQL Server Integration Services
25 41 (8.61%) Data Migration
26 40 (8.40%) Management Information System

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 24 (5.04%) SharePoint
2 13 (2.73%) Apache
3 9 (1.89%) ArcGIS
4 8 (1.68%) SAS
5 7 (1.47%) Apache Spark
5 7 (1.47%) CMS
6 6 (1.26%) GeoServer
6 6 (1.26%) SharePoint 2010
7 5 (1.05%) nginx
8 4 (0.84%) Apache Pig
8 4 (0.84%) IIS
8 4 (0.84%) JBoss
9 1 (0.21%) Elasticsearch
9 1 (0.21%) NetWeaver
9 1 (0.21%) Skype for Business
9 1 (0.21%) Tomcat
Applications
1 31 (6.51%) Microsoft Excel
2 14 (2.94%) Microsoft Office
2 14 (2.94%) Microsoft Project
3 9 (1.89%) Microsoft PowerPoint
4 1 (0.21%) AutoCAD
4 1 (0.21%) Spreadsheet
4 1 (0.21%) SPSS
Business Applications
1 19 (3.99%) SAP PLM
1 19 (3.99%) SAP VC
2 14 (2.94%) Dynamics CRM
3 13 (2.73%) BusinessWare
4 11 (2.31%) SAP MM
4 11 (2.31%) SAP SD
5 10 (2.10%) SAP CO
5 10 (2.10%) SAP FI
5 10 (2.10%) SAP FI/CO
5 10 (2.10%) SAP PM
6 8 (1.68%) FastStats
6 8 (1.68%) Maximo
6 8 (1.68%) Primavera
6 8 (1.68%) SAP EHS
6 8 (1.68%) SAP HR
6 8 (1.68%) SAP QM
7 5 (1.05%) Dynamics AX
7 5 (1.05%) Hyperion Planning
7 5 (1.05%) Oracle EBS
7 5 (1.05%) Salesforce.com CRM
Cloud Services
1 29 (6.09%) Amazon AWS
2 27 (5.67%) SaaS
3 15 (3.15%) Microsoft Azure
4 9 (1.89%) Dynamics 365
5 7 (1.47%) Cloud Computing
6 6 (1.26%) Adobe Analytics
7 5 (1.05%) Amazon EC2
7 5 (1.05%) Amazon ELB
7 5 (1.05%) Amazon S3
7 5 (1.05%) Route 53
8 4 (0.84%) Amazon EMR
8 4 (0.84%) Force.com
8 4 (0.84%) iPaaS
9 3 (0.63%) IaaS
10 2 (0.42%) Azure Machine Learning
10 2 (0.42%) Data Lake Analytics
10 2 (0.42%) GitHub
10 2 (0.42%) PaaS
10 2 (0.42%) Salesforce Service Cloud
Communications & Networking
1 10 (2.10%) Firewall
2 8 (1.68%) DNS
2 8 (1.68%) SAN
3 7 (1.47%) DHCP
3 7 (1.47%) VoIP
4 6 (1.26%) FTP
5 5 (1.05%) Skype
5 5 (1.05%) SNMP
5 5 (1.05%) SSL
5 5 (1.05%) VPN
6 4 (0.84%) Wireless
7 3 (0.63%) IP Telephony
7 3 (0.63%) SMS
8 2 (0.42%) Broadband
8 2 (0.42%) HTTP
8 2 (0.42%) Intelligent Network
8 2 (0.42%) Internet
8 2 (0.42%) NAS
8 2 (0.42%) WAN
9 1 (0.21%) Fibre Channel
Database & Business Intelligence
1 72 (15.13%) SQL Server
2 54 (11.34%) Relational Database
3 48 (10.08%) Data Warehouse
4 41 (8.61%) SQL Server Integration Services
5 40 (8.40%) Big Data
6 35 (7.35%) SQL Server Reporting Services
7 28 (5.88%) NoSQL
8 27 (5.67%) MySQL
9 24 (5.04%) BusinessObjects
10 22 (4.62%) GIS
11 21 (4.41%) Power BI
12 20 (4.20%) DataStage
12 20 (4.20%) SAP Data Services
13 18 (3.78%) SQL Server Analysis Services
14 16 (3.36%) QlikView
15 13 (2.73%) SAP BW
16 12 (2.52%) OLAP
17 11 (2.31%) BusinessObjects Business Intelligence
17 11 (2.31%) Data Mining
17 11 (2.31%) Geospatial Data
Development Applications
1 8 (1.68%) Jenkins
1 8 (1.68%) Maven
2 7 (1.47%) Talend Open Studio
3 6 (1.26%) JIRA
3 6 (1.26%) Selenium
3 6 (1.26%) Visual Studio
4 5 (1.05%) Ant
4 5 (1.05%) Sonatype Nexus
4 5 (1.05%) Toad
5 4 (0.84%) Cucumber
5 4 (0.84%) Oracle APEX
5 4 (0.84%) Oracle Forms
5 4 (0.84%) Subversion
5 4 (0.84%) WebDriver
6 3 (0.63%) Eclipse
6 3 (0.63%) Git (software)
6 3 (0.63%) HP UFT
6 3 (0.63%) IntelliJ
6 3 (0.63%) JMeter
6 3 (0.63%) NetBeans
General
1 70 (14.71%) Finance
2 43 (9.03%) Retail
3 34 (7.14%) Marketing
4 30 (6.30%) Telecoms
5 28 (5.88%) Legal
6 23 (4.83%) Manufacturing
7 20 (4.20%) Publishing
8 17 (3.57%) Pharmaceutical
9 15 (3.15%) Automotive
9 15 (3.15%) Banking
10 8 (1.68%) Electronics
11 6 (1.26%) Multimedia
12 5 (1.05%) Back Office
12 5 (1.05%) German Language
13 4 (0.84%) General Ledger
14 3 (0.63%) Retail Banking
15 1 (0.21%) Financial Institution
15 1 (0.21%) Games
15 1 (0.21%) Investment Banking
15 1 (0.21%) Law
Job Titles
1 88 (18.49%) Developer
2 67 (14.08%) Analyst
3 63 (13.24%) Architect
4 61 (12.82%) Consultant
5 46 (9.66%) Data Manager
6 39 (8.19%) Data Architect
7 24 (5.04%) Support Analyst
8 21 (4.41%) Software Engineer
9 20 (4.20%) Java Developer
9 20 (4.20%) SAP Data Manager
9 20 (4.20%) SAP Manager
10 19 (3.99%) Software Developer
11 16 (3.36%) Big Data Architect
11 16 (3.36%) Data Consultant
12 15 (3.15%) Business Intelligence Architect
12 15 (3.15%) Data Migration Lead
12 15 (3.15%) Data Migration Manager
12 15 (3.15%) Migration Manager
12 15 (3.15%) SAP Data Migration Lead
12 15 (3.15%) SAP Data Migration Manager
Libraries, Frameworks & Software Standards
1 32 (6.72%) .NET
2 25 (5.25%) XML
3 21 (4.41%) HTML
4 19 (3.99%) CSS
4 19 (3.99%) Web Services
5 16 (3.36%) LAMP
6 15 (3.15%) SOAP
7 12 (2.52%) Ajax
7 12 (2.52%) ASP.NET
8 11 (2.31%) AngularJS
9 10 (2.10%) HTML5
10 9 (1.89%) REST
11 8 (1.68%) BAPI
11 8 (1.68%) IDoc
11 8 (1.68%) jQuery
12 7 (1.47%) JSON
12 7 (1.47%) Node.js
12 7 (1.47%) OpenMP
12 7 (1.47%) Spring
13 6 (1.26%) RESTful
Miscellaneous
1 65 (13.66%) Analytical Skills
2 40 (8.40%) Management Information System
3 35 (7.35%) Computer Science
4 23 (4.83%) Enterprise Software
5 17 (3.57%) Algorithms
5 17 (3.57%) Life Science
6 15 (3.15%) Data Structures
7 13 (2.73%) Virtual Team
8 12 (2.52%) Mobile App
9 11 (2.31%) Client/Server
10 10 (2.10%) Driving Licence
11 9 (1.89%) PMI
12 7 (1.47%) Clustering
13 6 (1.26%) Data Centre
13 6 (1.26%) Social Media
14 5 (1.05%) Hybrid Cloud
15 4 (0.84%) Handset
15 4 (0.84%) NHS
16 3 (0.63%) N-Tier
16 3 (0.63%) Reinsurance
Operating Systems
1 49 (10.29%) Linux
2 23 (4.83%) Windows
3 14 (2.94%) AIX
3 14 (2.94%) Unix
3 14 (2.94%) Windows Server
4 9 (1.89%) Embedded Linux
4 9 (1.89%) VxWorks
5 7 (1.47%) Windows 10
6 5 (1.05%) Red Hat Enterprise Linux
7 4 (0.84%) Mac OS X
8 3 (0.63%) Android
9 1 (0.21%) Apple iOS
9 1 (0.21%) Solaris
9 1 (0.21%) Windows Server 2008
9 1 (0.21%) Windows Server 2012
Processes & Methodologies
1 96 (20.17%) Analytics
2 90 (18.91%) Master Data Management
3 84 (17.65%) Business Intelligence
4 79 (16.60%) Data Modelling
5 76 (15.97%) Agile Software Development
6 74 (15.55%) Project Management
7 71 (14.92%) ETL
8 64 (13.45%) Migration
9 63 (13.24%) Data Governance
10 53 (11.13%) CRM
11 49 (10.29%) Mentoring
12 41 (8.61%) Data Migration
13 39 (8.19%) Data Integration
13 39 (8.19%) Stakeholder Management
14 38 (7.98%) Data Architecture
15 34 (7.14%) Business Analysis
15 34 (7.14%) SDLC
15 34 (7.14%) Workflow
16 33 (6.93%) Change Management
17 32 (6.72%) Data Analytics
Programming Languages
1 113 (23.74%) SQL
2 73 (15.34%) Java
3 48 (10.08%) Python
4 42 (8.82%) JavaScript
5 38 (7.98%) C++
6 26 (5.46%) C
7 24 (5.04%) C#
8 18 (3.78%) PL/SQL
9 16 (3.36%) Shell Script
10 15 (3.15%) Bash Shell
10 15 (3.15%) PHP
11 11 (2.31%) R
11 11 (2.31%) T-SQL
12 10 (2.10%) Korn
13 9 (1.89%) Embedded C
13 9 (1.89%) Embedded C++
13 9 (1.89%) PowerShell
13 9 (1.89%) VBA
14 8 (1.68%) ABAP
15 7 (1.47%) ActionScript
Qualifications
1 45 (9.45%) Degree
2 13 (2.73%) Computer Science Degree
3 9 (1.89%) Microsoft Certification
3 9 (1.89%) PMI Certification
4 6 (1.26%) MCP
5 5 (1.05%) ISEB
6 4 (0.84%) SC Cleared
6 4 (0.84%) Security Cleared
7 3 (0.63%) IIBA
7 3 (0.63%) ISTQB
7 3 (0.63%) MCSE
8 2 (0.42%) HNC
8 2 (0.42%) ISTQB Foundation Certification
8 2 (0.42%) ITIL Certification
8 2 (0.42%) MCDBA
8 2 (0.42%) MCITP
9 1 (0.21%) CREST Certified
9 1 (0.21%) GCFA
9 1 (0.21%) Master's Degree
9 1 (0.21%) Numerate Degree
Quality Assurance & Compliance
1 66 (13.87%) Data Quality
2 26 (5.46%) QA
3 12 (2.52%) SLA
4 9 (1.89%) GDPR
4 9 (1.89%) MISRA
4 9 (1.89%) MISRA C
5 1 (0.21%) HL7
5 1 (0.21%) ISO/IEC 27001
5 1 (0.21%) Solvency II
System Software
1 14 (2.94%) Active Directory
2 7 (1.47%) Hyper-V
3 6 (1.26%) Virtual Machines
4 4 (0.84%) Apache Flume
4 4 (0.84%) Docker
4 4 (0.84%) HDFS
5 2 (0.42%) VMware Infrastructure
6 1 (0.21%) Firmware
6 1 (0.21%) Samba
Systems Management
1 8 (1.68%) Opscode Chef
2 6 (1.26%) Microsoft Clustering
3 5 (1.05%) Ansible
3 5 (1.05%) Puppet
4 4 (0.84%) Nagios
4 4 (0.84%) Oozie
5 3 (0.63%) HP Quality Center
6 1 (0.21%) Backup Exec
6 1 (0.21%) EMC NetWorker
6 1 (0.21%) FortiGate
6 1 (0.21%) NetBackup
6 1 (0.21%) Oracle RMAN
Vendors
1 83 (17.44%) SAP
2 77 (16.18%) Microsoft
3 71 (14.92%) Oracle
4 24 (5.04%) Salesforce.com
5 21 (4.41%) Informatica
6 16 (3.36%) Ab Initio
7 14 (2.94%) webMethods
8 13 (2.73%) Vitria
9 10 (2.10%) HP
9 10 (2.10%) Tableau
10 9 (1.89%) Adobe
11 8 (1.68%) Mapinfo
11 8 (1.68%) Sun
12 7 (1.47%) Cloudera
12 7 (1.47%) Hyperion
12 7 (1.47%) MuleSoft
12 7 (1.47%) Talend
13 6 (1.26%) 3PAR
13 6 (1.26%) MicroStrategy
13 6 (1.26%) Tealium