Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South East
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 243 245 247
Rank change year-on-year +2 +2 +28
Permanent jobs citing Data Management 380 363 519
As % of all permanent IT jobs advertised in the South East 1.24% 1.21% 1.36%
As % of the Processes & Methodologies category 1.40% 1.38% 1.54%
Number of salaries quoted 320 296 422
South East median annual salary £47,500 £48,500 £45,000
Median salary % change year-on-year -2.06% +7.78% -3.23%
10th Percentile £28,175 £26,250 £26,250
90th Percentile £77,500 £73,750 £73,750
England median annual salary £55,000 £50,000 £51,250
% change year-on-year +10.00% -2.44% -2.38%

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 27,123 26,326 33,629
As % of all permanent IT jobs advertised in the South East 88.81% 87.99% 87.94%
Number of salaries quoted 22,462 21,783 28,308
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,000 £26,750
90th Percentile £70,000 £68,400 £68,750
England median annual salary £50,000 £50,000 £50,000

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 16 July 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 16 July 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 -3 145 £62,500 +28.87% 32
Hampshire +33 92 £44,500 -15.24% 12
Berkshire -11 81 £62,500 +25.00% 17
Surrey -37 46 £67,500 +22.73% 8
Oxfordshire +27 43 £64,000 +100.00% 6
East Sussex -26 39 £45,000 +50.00% 8
West Sussex +29 36 £40,000 -2.44% 2
Buckinghamshire -22 21 £55,000 +22.22% 9
Sussex -12 11 £80,000 +39.13%
Kent +19 7 £45,000 +16.13% 1
Middlesex - 3 £40,000 - 2
Data Management
England

For the 6 months to 16 July 2018, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Data Management.

1 111 (29.21%) SQL
2 106 (27.89%) Agile Software Development
3 101 (26.58%) Analytics
4 76 (20.00%) Finance
5 74 (19.47%) Problem-Solving
6 65 (17.11%) Data Governance
7 63 (16.58%) Analytical Skills
8 59 (15.53%) ETL
9 56 (14.74%) Data Quality
10 55 (14.47%) Business Intelligence
11 54 (14.21%) Data Modelling
11 54 (14.21%) JavaScript
12 53 (13.95%) Java
12 53 (13.95%) .NET
12 53 (13.95%) Web Services
13 49 (12.89%) SQL Server
13 49 (12.89%) Degree
14 47 (12.37%) Project Management
14 47 (12.37%) C#
15 46 (12.11%) Python
15 46 (12.11%) Big Data
16 43 (11.32%) Data Architecture
16 43 (11.32%) HTML
16 43 (11.32%) Migration
17 42 (11.05%) TDD
18 39 (10.26%) Retail
18 39 (10.26%) Manufacturing
18 39 (10.26%) Self-Motivation
19 38 (10.00%) Oracle
19 38 (10.00%) CSS

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 21 (5.53%) SAS
2 11 (2.89%) JBoss
3 8 (2.11%) BizTalk Server
4 7 (1.84%) Apache
4 7 (1.84%) Apache Spark
5 4 (1.05%) ArcGIS
5 4 (1.05%) IIS
5 4 (1.05%) MS Exchange
6 3 (0.79%) Apache Pig
7 2 (0.53%) CMS
7 2 (0.53%) Confluence
7 2 (0.53%) Elasticsearch
7 2 (0.53%) SharePoint
8 1 (0.26%) nginx
8 1 (0.26%) Umbraco
Applications
1 34 (8.95%) Microsoft Excel
2 7 (1.84%) Spreadsheet
3 6 (1.58%) Microsoft Office
4 3 (0.79%) AutoCAD
4 3 (0.79%) SPSS
5 1 (0.26%) Adobe Illustrator
5 1 (0.26%) Microsoft PowerPoint
5 1 (0.26%) MS Visio
5 1 (0.26%) Photoshop
Business Applications
1 17 (4.47%) BusinessWare
2 11 (2.89%) SAP EHS
2 11 (2.89%) SAP PLM
2 11 (2.89%) SAP VC
3 10 (2.63%) SAP S/4HANA
4 8 (2.11%) SAP MDG
5 6 (1.58%) Dynamics NAV
6 3 (0.79%) SAP ERP
7 2 (0.53%) Adobe Campaign
7 2 (0.53%) NetSuite
8 1 (0.26%) Dynamics CRM
8 1 (0.26%) Magento
8 1 (0.26%) SAP HR
Cloud Services
1 37 (9.74%) Amazon AWS
2 28 (7.37%) Microsoft Azure
3 11 (2.89%) AWS Lambda
3 11 (2.89%) Serverless
4 7 (1.84%) SaaS
5 6 (1.58%) IaaS
6 4 (1.05%) PaaS
7 3 (0.79%) Google Cloud Platform
8 2 (0.53%) Google Analytics
8 2 (0.53%) Office 365
9 1 (0.26%) Adobe Creative Cloud
9 1 (0.26%) Amazon EMR
9 1 (0.26%) Azure Data Factory
9 1 (0.26%) Cloud Computing
9 1 (0.26%) GitHub
9 1 (0.26%) SuccessFactors
9 1 (0.26%) Taleo
Communications & Networking
1 27 (7.11%) HTTP
2 10 (2.63%) SAN
3 6 (1.58%) Firewall
4 4 (1.05%) DHCP
4 4 (1.05%) DNS
4 4 (1.05%) NAS
4 4 (1.05%) TCP/IP
5 3 (0.79%) FTP
5 3 (0.79%) Internet
6 1 (0.26%) Extranet
6 1 (0.26%) Intranet
6 1 (0.26%) LAN
6 1 (0.26%) SMS
6 1 (0.26%) WAN
6 1 (0.26%) WLAN
Database & Business Intelligence
1 49 (12.89%) SQL Server
2 46 (12.11%) Big Data
3 34 (8.95%) Data Warehouse
4 20 (5.26%) Relational Database
5 17 (4.47%) BusinessObjects
6 16 (4.21%) SQL Server Integration Services
7 15 (3.95%) SQL Server Reporting Services
8 14 (3.68%) Power BI
8 14 (3.68%) SQL Server Analysis Services
9 13 (3.42%) Hadoop
10 12 (3.16%) NoSQL
11 11 (2.89%) MySQL
12 10 (2.63%) RDBMS
13 7 (1.84%) Enterprise Data Warehouse
14 6 (1.58%) Apache Cassandra
14 6 (1.58%) Crystal Reports
14 6 (1.58%) GIS
14 6 (1.58%) SQL Server 2008
15 5 (1.32%) Data Mining
15 5 (1.32%) InfluxDB
Development Applications
1 26 (6.84%) gulp
2 12 (3.16%) Jenkins
3 11 (2.89%) Team Foundation Server
4 8 (2.11%) Git (software)
4 8 (2.11%) ReSharper
4 8 (2.11%) SonarQube
5 7 (1.84%) LSMW
6 5 (1.32%) webpack
7 3 (0.79%) JIRA
7 3 (0.79%) Visual Studio
8 2 (0.53%) Bitbucket
8 2 (0.53%) ERwin
8 2 (0.53%) JUnit
8 2 (0.53%) Maven
8 2 (0.53%) TeamCity
9 1 (0.26%) Mockito
9 1 (0.26%) Octopus Deploy
9 1 (0.26%) SQL Server Management Studio (SSMS)
9 1 (0.26%) Sublime Text
9 1 (0.26%) Visual Studio Team System
General
1 76 (20.00%) Finance
2 39 (10.26%) Manufacturing
2 39 (10.26%) Retail
3 19 (5.00%) Marketing
4 14 (3.68%) Automotive
5 12 (3.16%) Banking
6 11 (2.89%) Aerospace
7 9 (2.37%) Advertising
7 9 (2.37%) Legal
8 6 (1.58%) Billing
9 3 (0.79%) Financial Institution
9 3 (0.79%) Law
10 2 (0.53%) Pharmaceutical
10 2 (0.53%) Telecoms
11 1 (0.26%) Back Office
11 1 (0.26%) Local Government
11 1 (0.26%) Military
Job Titles
1 122 (32.11%) Developer
2 81 (21.32%) Analyst
3 49 (12.89%) Architect
4 43 (11.32%) Data Architect
5 28 (7.37%) Data Analyst
6 24 (6.32%) Data Manager
7 21 (5.53%) Angular Developer
7 21 (5.53%) Full Stack Developer
8 20 (5.26%) Consultant
9 18 (4.74%) C# Developer
9 18 (4.74%) Data Engineer
9 18 (4.74%) Team Leader
10 17 (4.47%) Java Team Leader
10 17 (4.47%) Python Developer
11 16 (4.21%) Business Analyst
12 15 (3.95%) Analyst Developer
12 15 (3.95%) SQL Developer
12 15 (3.95%) Support Engineer
13 13 (3.42%) Java Developer
13 13 (3.42%) Support Analyst
Libraries, Frameworks & Software Standards
1 53 (13.95%) .NET
1 53 (13.95%) Web Services
2 43 (11.32%) HTML
3 38 (10.00%) CSS
4 36 (9.47%) RESTful
5 32 (8.42%) AngularJS
6 29 (7.63%) HTML5
6 29 (7.63%) Twitter Bootstrap
7 28 (7.37%) Node.js
8 27 (7.11%) ASP.NET Web API
9 15 (3.95%) .NET Framework
10 11 (2.89%) NumPy
10 11 (2.89%) Pandas
11 10 (2.63%) Apache Camel
12 8 (2.11%) D3.js
13 7 (1.84%) React
14 5 (1.32%) ASP.NET
14 5 (1.32%) Django
14 5 (1.32%) MDX
14 5 (1.32%) Redux
Miscellaneous
1 63 (16.58%) Analytical Skills
2 39 (10.26%) Self-Motivation
3 30 (7.89%) User Experience
4 27 (7.11%) Management Information System
5 24 (6.32%) Computer Science
6 18 (4.74%) Enterprise Software
7 9 (2.37%) NHS
8 7 (1.84%) Credit Risk
8 7 (1.84%) Greenfield Project
9 6 (1.58%) Algorithms
9 6 (1.58%) Data Protection Act
9 6 (1.58%) Pricing Data
10 5 (1.32%) Hybrid Cloud
11 4 (1.05%) Analytical Mindset
11 4 (1.05%) Data Structures
11 4 (1.05%) Driving Licence
12 3 (0.79%) Life Science
13 2 (0.53%) Cloud Native
13 2 (0.53%) Virtual Team
14 1 (0.26%) Fintech
Operating Systems
1 37 (9.74%) Linux
2 27 (7.11%) AIX
3 15 (3.95%) Windows
4 8 (2.11%) Unix
5 7 (1.84%) Windows Server
6 3 (0.79%) Ubuntu
6 3 (0.79%) Windows Server 2008
6 3 (0.79%) Windows Server 2012
7 1 (0.26%) Debian
Processes & Methodologies
1 106 (27.89%) Agile Software Development
2 101 (26.58%) Analytics
3 74 (19.47%) Problem-Solving
4 65 (17.11%) Data Governance
5 59 (15.53%) ETL
6 55 (14.47%) Business Intelligence
7 54 (14.21%) Data Modelling
8 47 (12.37%) Project Management
9 43 (11.32%) Data Architecture
9 43 (11.32%) Migration
10 42 (11.05%) TDD
11 36 (9.47%) Data Mapping
12 33 (8.68%) Data Integration
13 32 (8.42%) Data Analytics
13 32 (8.42%) Master Data Management
14 31 (8.16%) DevOps
14 31 (8.16%) Visualisation
15 29 (7.63%) Data Analysis
16 28 (7.37%) Change Management
16 28 (7.37%) Test Automation
Programming Languages
1 111 (29.21%) SQL
2 54 (14.21%) JavaScript
3 53 (13.95%) Java
4 47 (12.37%) C#
5 46 (12.11%) Python
6 15 (3.95%) ABAP
7 14 (3.68%) VB.NET
8 13 (3.42%) C
8 13 (3.42%) T-SQL
8 13 (3.42%) VBA
9 11 (2.89%) PL/SQL
10 10 (2.63%) PHP
11 8 (2.11%) R
12 7 (1.84%) Bash Shell
13 6 (1.58%) C++
14 3 (0.79%) Perl
14 3 (0.79%) Scala
14 3 (0.79%) VB
15 2 (0.53%) Delphi
16 1 (0.26%) MATLAB
Qualifications
1 49 (12.89%) Degree
2 11 (2.89%) Computer Science Degree
3 6 (1.58%) TOGAF Certification
4 5 (1.32%) CISM
4 5 (1.32%) CISSP
5 4 (1.05%) CISA
5 4 (1.05%) CRISC
5 4 (1.05%) Security Cleared
6 3 (0.79%) PMI Certification
6 3 (0.79%) PMP
7 2 (0.53%) MCSA
7 2 (0.53%) MCSE
7 2 (0.53%) Microsoft Certification
7 2 (0.53%) SC Cleared
8 1 (0.26%) BPSS Clearance
8 1 (0.26%) DBS Check
8 1 (0.26%) Master's Degree
8 1 (0.26%) Numerate Degree
Quality Assurance & Compliance
1 56 (14.74%) Data Quality
2 22 (5.79%) QA
3 15 (3.95%) GDPR
4 4 (1.05%) COBIT
4 4 (1.05%) SLA
5 2 (0.53%) GCP
5 2 (0.53%) ISO/IEC 27001
6 1 (0.26%) Disclosure Scotland
6 1 (0.26%) ISO 9001
6 1 (0.26%) PA-DSS
6 1 (0.26%) PCI DSS
6 1 (0.26%) PMO
System Software
1 13 (3.42%) VMware Infrastructure
2 8 (2.11%) Active Directory
3 6 (1.58%) Docker
4 5 (1.32%) Hyper-V
5 4 (1.05%) Virtual Machines
6 3 (0.79%) Firmware
6 3 (0.79%) GPFS
6 3 (0.79%) Virtual Servers
6 3 (0.79%) VMware Server
6 3 (0.79%) VMware Workstation
7 2 (0.53%) Apache ZooKeeper
7 2 (0.53%) Shibboleth
8 1 (0.26%) HDFS
Systems Management
1 12 (3.16%) Puppet
2 5 (1.32%) NetBackup
3 4 (1.05%) Backup Exec
3 4 (1.05%) Tivoli
4 3 (0.79%) Ansible
4 3 (0.79%) Opscode Chef
4 3 (0.79%) Tivoli Storage Manager
5 2 (0.53%) Ambari
5 2 (0.53%) Docker Swarm
5 2 (0.53%) Hadoop YARN
5 2 (0.53%) Kubernetes
5 2 (0.53%) Systems Management Server (SMS)
6 1 (0.26%) Control-M
6 1 (0.26%) Galera Cluster
6 1 (0.26%) HAProxy
6 1 (0.26%) Oozie
Vendors
1 38 (10.00%) Oracle
2 33 (8.68%) Microsoft
3 29 (7.63%) SAP
4 28 (7.37%) webMethods
5 27 (7.11%) Capita
6 18 (4.74%) Ab Initio
7 17 (4.47%) Vitria
8 16 (4.21%) VMware
9 15 (3.95%) Talend
10 9 (2.37%) Tableau
11 6 (1.58%) Google
11 6 (1.58%) hybris
11 6 (1.58%) IBM
11 6 (1.58%) Informatica
12 5 (1.32%) Cognizant
12 5 (1.32%) CommVault
12 5 (1.32%) Veeam
13 4 (1.05%) Dell
13 4 (1.05%) NetApp
13 4 (1.05%) Teradata