Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South East
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 198 232 254
Rank change year-on-year +34 +22 -5
Permanent jobs citing Data Management 447 386 469
As % of all permanent IT jobs advertised in the South East 1.55% 1.34% 1.32%
As % of the Processes & Methodologies category 1.72% 1.50% 1.48%
Number of salaries quoted 328 297 367
South East median annual salary £45,000 £50,000 £50,000
Median salary % change year-on-year -10.00% - +11.11%
10th Percentile £27,500 £31,250 £27,000
90th Percentile £79,125 £76,000 £76,250
England median annual salary £55,000 £55,000 £53,500
% change year-on-year - +2.80% +7.00%

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 25,957 25,788 31,641
As % of all permanent IT jobs advertised in the South East 89.76% 89.46% 89.22%
Number of salaries quoted 21,400 21,254 26,346
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,000 £27,500
90th Percentile £71,250 £68,750 £68,750
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

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 21 October 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 21 October 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 +29 186 £64,000 +28.00% 39
Berkshire -2 96 £67,500 +29.81% 19
Hampshire +10 75 £40,500 -22.86% 8
Surrey -10 72 £40,000 -36.00% 17
Oxfordshire +25 64 £64,500 +22.86% 9
East Sussex +9 58 £42,500 +6.25% 5
West Sussex +17 36 £41,000 -18.00% 3
Buckinghamshire +15 26 £44,500 -1.11% 11
Kent +28 12 £35,250 -51.38% 1
Middlesex - 6 £42,500 - 3
Data Management
England

For the 6 months to 21 October 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.

1 159 (35.57%) Agile Software Development
2 134 (29.98%) SQL
3 128 (28.64%) Analytics
4 114 (25.50%) Degree
5 91 (20.36%) Microsoft
6 86 (19.24%) Data Modelling
7 80 (17.90%) Finance
8 76 (17.00%) .NET
9 71 (15.88%) ETL
10 70 (15.66%) JavaScript
11 66 (14.77%) Data Science
12 64 (14.32%) Data Integration
13 63 (14.09%) Web Services
14 61 (13.65%) Python
15 60 (13.42%) Problem-Solving
16 59 (13.20%) Manufacturing
17 58 (12.98%) Microsoft Excel
17 58 (12.98%) AngularJS
18 57 (12.75%) HTML
19 56 (12.53%) CSS
19 56 (12.53%) Data Governance
20 55 (12.30%) Business Intelligence
21 54 (12.08%) Project Management
21 54 (12.08%) Oracle
21 54 (12.08%) RESTful
21 54 (12.08%) HTML5
21 54 (12.08%) Node.js
22 53 (11.86%) Twitter Bootstrap
23 51 (11.41%) Visualisation
24 50 (11.19%) Data Quality

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 17 (3.80%) SAS
2 11 (2.46%) JBoss
3 10 (2.24%) Apache Spark
4 9 (2.01%) Apache
4 9 (2.01%) ArcGIS
5 7 (1.57%) Documentum
5 7 (1.57%) FileNet
6 5 (1.12%) IIS
7 4 (0.89%) SharePoint
8 3 (0.67%) Apache Pig
9 2 (0.45%) OpenStack
10 1 (0.22%) Adobe Experience Manager
10 1 (0.22%) CMS
10 1 (0.22%) nginx
10 1 (0.22%) Tomcat
10 1 (0.22%) Umbraco
Applications
1 58 (12.98%) Microsoft Excel
2 23 (5.15%) Microsoft Office
3 16 (3.58%) Microsoft PowerPoint
4 8 (1.79%) AutoCAD
5 6 (1.34%) MS Visio
6 5 (1.12%) Spreadsheet
7 2 (0.45%) Microsoft Project
8 1 (0.22%) Adobe Illustrator
8 1 (0.22%) Photoshop
8 1 (0.22%) Siemens NX
8 1 (0.22%) SPSS
8 1 (0.22%) Windchill
Business Applications
1 8 (1.79%) SAP BPC
1 8 (1.79%) SAP S/4HANA
2 7 (1.57%) Oracle Payables
2 7 (1.57%) Oracle Subledger Accounting
2 7 (1.57%) SAP Bank Analyzer
2 7 (1.57%) SAP FS
2 7 (1.57%) SAP MDM
3 4 (0.89%) SAP ERP
3 4 (0.89%) SAP MDG
4 2 (0.45%) Adobe Campaign
4 2 (0.45%) NetSuite
5 1 (0.22%) Cognos TM1
5 1 (0.22%) HFM
5 1 (0.22%) Hyperion Planning
5 1 (0.22%) Magento
5 1 (0.22%) SAP EHS
5 1 (0.22%) SAP HR
5 1 (0.22%) SAP PLM
5 1 (0.22%) SAP VC
5 1 (0.22%) Teamcenter
Cloud Services
1 44 (9.84%) Microsoft Azure
2 27 (6.04%) Amazon AWS
3 22 (4.92%) Google Analytics
4 6 (1.34%) AWS Lambda
4 6 (1.34%) Azure Data Factory
4 6 (1.34%) SaaS
4 6 (1.34%) Serverless
5 5 (1.12%) IaaS
5 5 (1.12%) Office 365
5 5 (1.12%) PaaS
6 4 (0.89%) Cloud Computing
7 2 (0.45%) Apigee
8 1 (0.22%) Adobe Creative Cloud
8 1 (0.22%) GitHub
8 1 (0.22%) Google Cloud Platform
8 1 (0.22%) SuccessFactors
8 1 (0.22%) Taleo
Communications & Networking
1 46 (10.29%) HTTP
2 6 (1.34%) SAN
3 5 (1.12%) Firewall
3 5 (1.12%) VoIP
4 4 (0.89%) DHCP
4 4 (0.89%) DNS
4 4 (0.89%) FTP
4 4 (0.89%) Intranet
4 4 (0.89%) TCP/IP
5 2 (0.45%) Internet
5 2 (0.45%) VSAN
6 1 (0.22%) Extranet
6 1 (0.22%) Kerberos
6 1 (0.22%) SSL
Database & Business Intelligence
1 49 (10.96%) Data Warehouse
1 49 (10.96%) SQL Server
2 35 (7.83%) Big Data
3 34 (7.61%) SAP BW
4 33 (7.38%) Hadoop
4 33 (7.38%) SQL Server Reporting Services
5 30 (6.71%) Relational Database
6 29 (6.49%) SQL Server Integration Services
7 24 (5.37%) Data Mining
7 24 (5.37%) SQL Server Analysis Services
8 22 (4.92%) Apache Hive
9 20 (4.47%) Spotfire
10 19 (4.25%) BusinessObjects
11 17 (3.80%) Power BI
12 15 (3.36%) NoSQL
13 13 (2.91%) SQL Server 2008
14 12 (2.68%) SQL Server 2005
15 11 (2.46%) GIS
15 11 (2.46%) SAP Data Services
16 8 (1.79%) MS Access
Development Applications
1 45 (10.07%) gulp
2 32 (7.16%) Git (software)
3 8 (1.79%) Team Foundation Server
4 7 (1.57%) TeamCity
5 6 (1.34%) Octopus Deploy
5 6 (1.34%) Visual Studio Team System
6 5 (1.12%) Visual Studio
7 4 (0.89%) ERwin
7 4 (0.89%) LSMW
7 4 (0.89%) Rational DOORS
8 2 (0.45%) Bitbucket
8 2 (0.45%) CMake
8 2 (0.45%) JIRA
8 2 (0.45%) Selenium
8 2 (0.45%) webpack
9 1 (0.22%) Bugzilla
9 1 (0.22%) Jenkins
9 1 (0.22%) Maven
9 1 (0.22%) Robot Framework
9 1 (0.22%) Sublime Text
General
1 80 (17.90%) Finance
2 59 (13.20%) Manufacturing
3 24 (5.37%) Marketing
4 21 (4.70%) Pharmaceutical
5 17 (3.80%) Retail
6 14 (3.13%) Telecoms
7 8 (1.79%) Legal
8 7 (1.57%) Banking
8 7 (1.57%) General Ledger
9 5 (1.12%) Publishing
10 4 (0.89%) Electronics
11 3 (0.67%) Advertising
11 3 (0.67%) Automotive
11 3 (0.67%) Avionics
11 3 (0.67%) German Language
12 2 (0.45%) Financial Institution
12 2 (0.45%) Law
13 1 (0.22%) Aerospace
13 1 (0.22%) Back Office
13 1 (0.22%) Local Government
Job Titles
1 104 (23.27%) Developer
2 74 (16.55%) Analyst
3 49 (10.96%) Architect
4 37 (8.28%) Data Engineer
5 32 (7.16%) Consultant
5 32 (7.16%) Data Architect
6 31 (6.94%) Full Stack Developer
7 25 (5.59%) Angular Developer
7 25 (5.59%) C# Developer
7 25 (5.59%) Data Analyst
8 23 (5.15%) Data Scientist
9 22 (4.92%) Data Manager
10 19 (4.25%) SQL Developer
11 18 (4.03%) .NET Developer
11 18 (4.03%) Solutions Architect
12 15 (3.36%) Business Analyst
12 15 (3.36%) Senior Data Engineer
13 14 (3.13%) JavaScript Developer
14 13 (2.91%) Administrator
14 13 (2.91%) Software Consultant
Libraries, Frameworks & Software Standards
1 76 (17.00%) .NET
2 63 (14.09%) Web Services
3 58 (12.98%) AngularJS
4 57 (12.75%) HTML
5 56 (12.53%) CSS
6 54 (12.08%) HTML5
6 54 (12.08%) Node.js
6 54 (12.08%) RESTful
7 53 (11.86%) Twitter Bootstrap
8 46 (10.29%) ASP.NET Web API
9 12 (2.68%) .NET Framework
10 10 (2.24%) Apache Camel
10 10 (2.24%) MDX
11 9 (2.01%) React
12 8 (1.79%) jQuery
12 8 (1.79%) Kafka
13 7 (1.57%) .NET Core
13 7 (1.57%) ASP.NET
13 7 (1.57%) SAP PI
14 6 (1.34%) Vue.js
Miscellaneous
1 49 (10.96%) User Experience
2 44 (9.84%) Analytical Skills
3 43 (9.62%) Computer Science
4 34 (7.61%) Management Information System
5 30 (6.71%) Algorithms
6 29 (6.49%) FMCG
7 27 (6.04%) Life Science
8 17 (3.80%) Greenfield Project
8 17 (3.80%) NHS
9 16 (3.58%) Data Structures
10 12 (2.68%) e-Learning
11 10 (2.24%) Driving Licence
11 10 (2.24%) Reference Data
12 8 (1.79%) Data Protection Act
13 6 (1.34%) Pricing Data
14 5 (1.12%) Blackberry
14 5 (1.12%) Self-Motivation
15 4 (0.89%) Hybrid Cloud
16 3 (0.67%) Virtual Team
17 2 (0.45%) Credit Risk
Operating Systems
1 25 (5.59%) Linux
2 22 (4.92%) Windows
3 7 (1.57%) Windows Server
4 5 (1.12%) Android
4 5 (1.12%) Windows 7
4 5 (1.12%) Windows Phone
5 2 (0.45%) Ubuntu
5 2 (0.45%) Unix
6 1 (0.22%) Debian
6 1 (0.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 159 (35.57%) Agile Software Development
2 128 (28.64%) Analytics
3 86 (19.24%) Data Modelling
4 71 (15.88%) ETL
5 66 (14.77%) Data Science
6 64 (14.32%) Data Integration
7 60 (13.42%) Problem-Solving
8 56 (12.53%) Data Governance
9 55 (12.30%) Business Intelligence
10 54 (12.08%) Project Management
11 51 (11.41%) Visualisation
12 48 (10.74%) Data Architecture
13 44 (9.84%) Data Analytics
14 41 (9.17%) Test Automation
15 40 (8.95%) Data Security
15 40 (8.95%) Enterprise Architecture
16 39 (8.72%) Data Analysis
17 38 (8.50%) Scrum
18 35 (7.83%) Data Engineering
18 35 (7.83%) ERP
Programming Languages
1 134 (29.98%) SQL
2 70 (15.66%) JavaScript
3 61 (13.65%) Python
4 44 (9.84%) Java
5 42 (9.40%) C#
6 33 (7.38%) C++
7 23 (5.15%) C
7 23 (5.15%) R
8 22 (4.92%) Delphi
8 22 (4.92%) T-SQL
9 14 (3.13%) PL/SQL
10 11 (2.46%) VBA
11 6 (1.34%) Bash Shell
12 5 (1.12%) PowerShell
12 5 (1.12%) VB.NET
13 3 (0.67%) Go
13 3 (0.67%) Scala
14 2 (0.45%) Perl
14 2 (0.45%) Ruby
14 2 (0.45%) VB
Qualifications
1 114 (25.50%) Degree
2 19 (4.25%) Computer Science Degree
3 12 (2.68%) Master's Degree
4 11 (2.46%) PhD
5 8 (1.79%) Security Cleared
6 7 (1.57%) SC Cleared
7 6 (1.34%) Microsoft Certification
8 5 (1.12%) MCSA
9 4 (0.89%) ISTQB
9 4 (0.89%) TOGAF Certification
10 3 (0.67%) HNC
10 3 (0.67%) HND
10 3 (0.67%) PMI Certification
10 3 (0.67%) PMP
11 2 (0.45%) APMP
11 2 (0.45%) Chartered Engineer
11 2 (0.45%) ISTQB Foundation Certification
11 2 (0.45%) PRINCE2 Certification
12 1 (0.22%) DBS Check
12 1 (0.22%) Numerate Degree
Quality Assurance & Compliance
1 50 (11.19%) Data Quality
2 24 (5.37%) QA
3 20 (4.47%) GDPR
4 8 (1.79%) SLA
5 7 (1.57%) IFRS
6 2 (0.45%) 21 CFR Part 11
6 2 (0.45%) GxP
6 2 (0.45%) ISO/IEC 27001
6 2 (0.45%) PA-DSS
6 2 (0.45%) PCI DSS
7 1 (0.22%) ISO 9001
System Software
1 10 (2.24%) Active Directory
2 8 (1.79%) VMware Infrastructure
3 7 (1.57%) Virtual Machines
4 6 (1.34%) Docker
5 4 (0.89%) Firmware
5 4 (0.89%) GPFS
5 4 (0.89%) Virtual Servers
5 4 (0.89%) VMware Server
5 4 (0.89%) VMware Workstation
6 2 (0.45%) Apache ZooKeeper
6 2 (0.45%) Ceph
7 1 (0.22%) Hyper-V
7 1 (0.22%) XenApp
Systems Management
1 4 (0.89%) Tivoli
1 4 (0.89%) Tivoli Storage Manager
2 2 (0.45%) Ambari
2 2 (0.45%) Ansible
2 2 (0.45%) Hadoop YARN
2 2 (0.45%) Opscode Chef
2 2 (0.45%) Puppet
3 1 (0.22%) Docker Swarm
3 1 (0.22%) Galera Cluster
3 1 (0.22%) HAProxy
3 1 (0.22%) HP Quality Center
3 1 (0.22%) Kubernetes
3 1 (0.22%) Systems Management Server (SMS)
Vendors
1 91 (20.36%) Microsoft
2 54 (12.08%) Oracle
3 48 (10.74%) SAP
4 28 (6.26%) Tableau
5 22 (4.92%) Google
6 20 (4.47%) Teradata
7 13 (2.91%) Ab Initio
8 10 (2.24%) Talend
9 9 (2.01%) ESRI
10 8 (1.79%) VMware
11 7 (1.57%) IBM
12 6 (1.34%) Salesforce.com
13 5 (1.12%) Alteryx
13 5 (1.12%) Apple
13 5 (1.12%) Citrix
13 5 (1.12%) Hortonworks
13 5 (1.12%) MobileIron
13 5 (1.12%) NetApp
13 5 (1.12%) ServiceNow
14 4 (0.89%) Informatica