Period
to 19 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 19 June 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 170 164 169
Rank change year-on-year -6 +5 -37
Permanent jobs citing Data Warehouse 574 589 770
As % of all permanent IT jobs advertised in the South East 1.91% 2.01% 2.06%
As % of the Database & Business Intelligence category 6.45% 6.76% 6.57%
Number of salaries quoted 474 531 674
South East median annual salary £50,000 £50,000 £50,000
10th Percentile £35,000 £32,500 £32,500
90th Percentile £70,875 £71,250 £75,000
England median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +2.94%

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 8,900 8,719 11,718
As % of all permanent IT jobs advertised in the South East 29.59% 29.78% 31.42%
Number of salaries quoted 7,606 7,509 10,393
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £27,500 £27,500
90th Percentile £67,500 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Data Warehouse
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Salary Trend in the South East

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

Salary trend for Data Warehouse in the South East

Data Warehouse
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 19 June 2018.

Salary histogram for Data Warehouse in the South East

Data Warehouse
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 Warehouse within the South East region over the 6 months to 19 June 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 +11 248 £49,500 -10.00% 35
Berkshire +35 146 £49,000 -10.91% 18
Surrey +5 139 £52,500 +5.00% 13
Hampshire -17 71 £47,500 +5.56% 14
East Sussex +26 64 £67,500 +50.00% 2
Buckinghamshire -16 63 £52,500 -4.55% 3
Oxfordshire 0 39 £47,500 -5.00% 14
West Sussex -46 38 £60,000 +9.09% 9
Kent -13 9 £50,000 +17.65% 1
Middlesex +17 1 £62,500 +66.67% 1
Data Warehouse
England

For the 6 months to 19 June 2018, IT jobs citing Data Warehouse 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 Warehouse.

1 359 (62.54%) SQL
2 325 (56.62%) Business Intelligence
3 274 (47.74%) SQL Server
4 219 (38.15%) ETL
5 218 (37.98%) Agile Software Development
6 209 (36.41%) SQL Server Reporting Services
7 204 (35.54%) SQL Server Integration Services
8 179 (31.18%) SQL Server Analysis Services
9 173 (30.14%) Finance
10 150 (26.13%) T-SQL
11 143 (24.91%) Microsoft
12 130 (22.65%) Analytics
13 126 (21.95%) Oracle
14 124 (21.60%) Data Modelling
15 107 (18.64%) Power BI
16 103 (17.94%) Analytical Skills
17 88 (15.33%) Performance Tuning
18 86 (14.98%) Big Data
19 83 (14.46%) Migration
20 81 (14.11%) Linux
21 78 (13.59%) Degree
22 76 (13.24%) Java
23 75 (13.07%) Hadoop
24 73 (12.72%) Tableau
25 72 (12.54%) Problem-Solving
26 70 (12.20%) Visualisation
26 70 (12.20%) Data Analysis
27 66 (11.50%) Python
28 65 (11.32%) Continuous Integration
29 64 (11.15%) BusinessObjects

Data Warehouse
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 42 (7.32%) SAS
2 17 (2.96%) Apache Spark
3 15 (2.61%) Oracle SOA Suite
4 11 (1.92%) SharePoint
5 8 (1.39%) BizTalk Server
6 6 (1.05%) Apache
6 6 (1.05%) Drupal
7 5 (0.87%) CMS
7 5 (0.87%) OpenStack
7 5 (0.87%) Oracle Application Server
8 4 (0.70%) Apache Pig
8 4 (0.70%) Apache Solr
8 4 (0.70%) Jupyter
8 4 (0.70%) WebLogic
9 3 (0.52%) Elasticsearch
9 3 (0.52%) JBoss
10 2 (0.35%) MS Exchange
10 2 (0.35%) SugarCRM
10 2 (0.35%) WebSphere
10 2 (0.35%) WebSphere Application Server
Applications
1 53 (9.23%) Microsoft Excel
2 9 (1.57%) MS Visio
3 7 (1.22%) Microsoft PowerPoint
4 4 (0.70%) Spreadsheet
5 2 (0.35%) Microsoft Office
6 1 (0.17%) Adobe Illustrator
6 1 (0.17%) Photoshop
Business Applications
1 7 (1.22%) SAP S/4HANA
2 6 (1.05%) Remedy ITSM
3 5 (0.87%) Dynamics CRM
3 5 (0.87%) SAP ERP
4 4 (0.70%) Dynamics NAV
4 4 (0.70%) Oracle 11i
4 4 (0.70%) Oracle Assets
4 4 (0.70%) Oracle EBS
4 4 (0.70%) Oracle EBS R12
4 4 (0.70%) Oracle General Ledger
4 4 (0.70%) Oracle iProcurement
4 4 (0.70%) Oracle Payables
4 4 (0.70%) Oracle Receivables
4 4 (0.70%) SAP CO
4 4 (0.70%) SAP FI
4 4 (0.70%) SAP FI/CO
5 3 (0.52%) Dynamics AX
6 2 (0.35%) NetSuite
7 1 (0.17%) Cognos Business Intelligence
7 1 (0.17%) Salesforce.com CRM
Cloud Services
1 52 (9.06%) Amazon AWS
2 47 (8.19%) Microsoft Azure
3 13 (2.26%) Amazon Kinesis
4 11 (1.92%) Amazon CloudWatch
4 11 (1.92%) AWS CloudTrail
5 9 (1.57%) Amazon S3
6 8 (1.39%) Cloud Computing
7 7 (1.22%) PaaS
8 6 (1.05%) Azure Data Factory
9 5 (0.87%) Amazon ElastiCache
9 5 (0.87%) Amazon SQS
9 5 (0.87%) GitHub
10 4 (0.70%) Amazon EMR
10 4 (0.70%) Office 365
10 4 (0.70%) SaaS
11 3 (0.52%) Azure Machine Learning
12 2 (0.35%) Dynamics 365
12 2 (0.35%) G Suite
12 2 (0.35%) Google Cloud Platform
13 1 (0.17%) Cortana Intelligence Suite
Communications & Networking
1 22 (3.83%) Internet
2 21 (3.66%) DNS
3 19 (3.31%) DHCP
4 13 (2.26%) Firewall
4 13 (2.26%) TCP/IP
5 12 (2.09%) SAN
6 11 (1.92%) ICMP
6 11 (1.92%) LAN
6 11 (1.92%) OSPF
6 11 (1.92%) SNMP
6 11 (1.92%) VoIP
6 11 (1.92%) WAN
6 11 (1.92%) Wireless
7 5 (0.87%) AMQP
7 5 (0.87%) Network Security
7 5 (0.87%) SMS
8 2 (0.35%) Cisco ASA
8 2 (0.35%) IPsec
8 2 (0.35%) LTE
8 2 (0.35%) NAS
Database & Business Intelligence
1 274 (47.74%) SQL Server
2 209 (36.41%) SQL Server Reporting Services
3 204 (35.54%) SQL Server Integration Services
4 179 (31.18%) SQL Server Analysis Services
5 107 (18.64%) Power BI
6 86 (14.98%) Big Data
7 75 (13.07%) Hadoop
8 64 (11.15%) BusinessObjects
9 60 (10.45%) QlikView
10 58 (10.10%) Relational Database
11 55 (9.58%) Microsoft Analysis Services
12 47 (8.19%) OLAP
13 46 (8.01%) Apache Hive
14 45 (7.84%) Sqoop
15 41 (7.14%) SQL Server 2016
16 39 (6.79%) Impala
16 39 (6.79%) PostgreSQL
16 39 (6.79%) SQL Server 2012
17 34 (5.92%) NoSQL
18 30 (5.23%) SQL Server 2014
Development Applications
1 60 (10.45%) Jenkins
2 55 (9.58%) Git (software)
3 53 (9.23%) TeamCity
4 20 (3.48%) JUnit
5 16 (2.79%) Subversion
5 16 (2.79%) Visual Studio
6 14 (2.44%) SQL Server Management Studio (SSMS)
6 14 (2.44%) Toad
7 13 (2.26%) JIRA
8 11 (1.92%) Team Foundation Server
9 10 (1.74%) ERwin
10 9 (1.57%) SpecFlow
11 7 (1.22%) Oracle Forms
11 7 (1.22%) PowerBuilder
12 5 (0.87%) Cucumber
12 5 (0.87%) Gatling
12 5 (0.87%) JMeter
12 5 (0.87%) SoapUI
13 4 (0.70%) Selenium
13 4 (0.70%) WebDriver
General
1 173 (30.14%) Finance
2 43 (7.49%) Marketing
3 34 (5.92%) Retail
4 30 (5.23%) Advertising
4 30 (5.23%) Banking
5 10 (1.74%) Manufacturing
6 8 (1.39%) Electronics
7 6 (1.05%) Back Office
7 6 (1.05%) Billing
7 6 (1.05%) Publishing
8 5 (0.87%) Legal
8 5 (0.87%) Telecoms
9 4 (0.70%) Pharmaceutical
10 2 (0.35%) Dutch Language
10 2 (0.35%) French Language
10 2 (0.35%) German Language
10 2 (0.35%) Italian Language
10 2 (0.35%) Law
10 2 (0.35%) Local Government
11 1 (0.17%) General Ledger
Job Titles
1 209 (36.41%) Developer
2 100 (17.42%) Analyst
3 95 (16.55%) SQL Developer
4 91 (15.85%) Business Intelligence Developer
5 63 (10.98%) Architect
6 55 (9.58%) DBA
7 53 (9.23%) Business Intelligence Analyst
8 51 (8.89%) Senior Developer
9 49 (8.54%) SQL Server Developer
10 48 (8.36%) Data Engineer
11 46 (8.01%) Data Warehouse Developer
12 38 (6.62%) Big Data Engineer
12 38 (6.62%) Hadoop Engineer
13 37 (6.45%) Data Architect
14 33 (5.75%) SQL BI Developer
15 32 (5.57%) SQL DBA
16 30 (5.23%) Senior Analyst
16 30 (5.23%) SQL Server Data Warehouse Developer
17 28 (4.88%) Data Analyst
18 27 (4.70%) SSRS Developer
Libraries, Frameworks & Software Standards
1 52 (9.06%) .NET
2 42 (7.32%) Kafka
3 36 (6.27%) Keras
3 36 (6.27%) MLlib
3 36 (6.27%) TensorFlow
4 35 (6.10%) XML
5 34 (5.92%) Web Services
6 20 (3.48%) HTML
6 20 (3.48%) JSON
7 17 (2.96%) REST
8 16 (2.79%) AngularJS
8 16 (2.79%) Middleware
9 15 (2.61%) CSS
9 15 (2.61%) J2EE
10 13 (2.26%) Spring
11 12 (2.09%) SOAP
12 10 (1.74%) Java EE
13 9 (1.57%) ASP.NET
13 9 (1.57%) LAMP
13 9 (1.57%) MDX
Miscellaneous
1 103 (17.94%) Analytical Skills
2 39 (6.79%) Greenfield Project
3 35 (6.10%) User Experience
4 25 (4.36%) Clustering
4 25 (4.36%) Computer Science
5 20 (3.48%) Management Information System
6 18 (3.14%) Enterprise Software
7 16 (2.79%) Data Structures
7 16 (2.79%) Fintech
7 16 (2.79%) Replication
8 15 (2.61%) NHS
9 12 (2.09%) Self-Motivation
10 10 (1.74%) Mainframe
11 8 (1.39%) Virtual Team
12 7 (1.22%) Reinsurance
13 6 (1.05%) CMDB
13 6 (1.05%) Data Centre
13 6 (1.05%) Private Cloud
14 5 (0.87%) Algorithms
14 5 (0.87%) Driving Licence
Operating Systems
1 81 (14.11%) Linux
2 39 (6.79%) Windows
3 31 (5.40%) Unix
4 14 (2.44%) Windows Server
5 8 (1.39%) Windows Server 2008
6 7 (1.22%) AIX
6 7 (1.22%) Windows 8
6 7 (1.22%) Windows XP
7 5 (0.87%) Windows Server 2012
7 5 (0.87%) zOS
8 3 (0.52%) CentOS
8 3 (0.52%) Red Hat Enterprise Linux
9 2 (0.35%) Mac OS X
10 1 (0.17%) Apple iOS
Processes & Methodologies
1 325 (56.62%) Business Intelligence
2 219 (38.15%) ETL
3 218 (37.98%) Agile Software Development
4 130 (22.65%) Analytics
5 124 (21.60%) Data Modelling
6 88 (15.33%) Performance Tuning
7 83 (14.46%) Migration
8 72 (12.54%) Problem-Solving
9 70 (12.20%) Data Analysis
9 70 (12.20%) Visualisation
10 65 (11.32%) Continuous Integration
11 59 (10.28%) Kimball Methodology
12 57 (9.93%) Machine Learning
13 51 (8.89%) ITIL
13 51 (8.89%) Scrum
14 47 (8.19%) Data Analytics
15 45 (7.84%) Data Integration
16 44 (7.67%) Data Migration
16 44 (7.67%) MapReduce
17 43 (7.49%) Waterfall
Programming Languages
1 359 (62.54%) SQL
2 150 (26.13%) T-SQL
3 76 (13.24%) Java
4 66 (11.50%) Python
5 61 (10.63%) PL/SQL
6 50 (8.71%) C#
7 48 (8.36%) Shell Script
8 40 (6.97%) JavaScript
8 40 (6.97%) Scala
9 39 (6.79%) Go
10 28 (4.88%) PowerShell
11 12 (2.09%) PHP
11 12 (2.09%) R
11 12 (2.09%) VB.NET
12 11 (1.92%) C
13 10 (1.74%) Data Analysis Expressions (DAX)
14 7 (1.22%) VB
15 6 (1.05%) Bash Shell
16 5 (0.87%) Java 8
17 4 (0.70%) WebLogic Scripting Tool
Qualifications
1 78 (13.59%) Degree
2 13 (2.26%) MCSE
2 13 (2.26%) Microsoft Certification
3 11 (1.92%) Computer Science Degree
4 9 (1.57%) ISTQB
4 9 (1.57%) Master's Degree
4 9 (1.57%) Numerate Degree
5 7 (1.22%) SC Cleared
5 7 (1.22%) Security Cleared
6 5 (0.87%) ISEB
6 5 (0.87%) ISTQB Foundation Certification
7 4 (0.70%) MCP
7 4 (0.70%) MCSA
7 4 (0.70%) Postgraduate
7 4 (0.70%) PRINCE2 Certification
8 3 (0.52%) DBS Check
9 2 (0.35%) MBA
9 2 (0.35%) MCTS
9 2 (0.35%) OCP
9 2 (0.35%) Oracle Certification
Quality Assurance & Compliance
1 45 (7.84%) Data Quality
2 41 (7.14%) QA
3 10 (1.74%) PMO
4 7 (1.22%) SLA
5 3 (0.52%) GDPR
6 2 (0.35%) ISO/IEC 27001
7 1 (0.17%) COBIT
7 1 (0.17%) PCI DSS
System Software
1 43 (7.49%) Apache Flume
2 21 (3.66%) HDFS
3 18 (3.14%) Active Directory
4 10 (1.74%) VMware Infrastructure
5 9 (1.57%) Hyper-V
6 6 (1.05%) Docker
7 2 (0.35%) VMware ESXi
Systems Management
1 41 (7.14%) Hadoop YARN
2 9 (1.57%) Galera Cluster
3 7 (1.22%) Data Guard
4 6 (1.05%) HP SiteScope
4 6 (1.05%) Nagios
4 6 (1.05%) OpenView
4 6 (1.05%) Tivoli
5 5 (0.87%) Ansible
5 5 (0.87%) Oozie
5 5 (0.87%) Systems Management Server (SMS)
5 5 (0.87%) Terraform
6 3 (0.52%) Failover Clustering
6 3 (0.52%) Puppet
7 2 (0.35%) Kubernetes
7 2 (0.35%) Tivoli Storage Manager
8 1 (0.17%) HP Quality Center
8 1 (0.17%) Opscode Chef
Vendors
1 143 (24.91%) Microsoft
2 126 (21.95%) Oracle
3 73 (12.72%) Tableau
4 53 (9.23%) SAP
5 40 (6.97%) Cloudera
5 40 (6.97%) Hortonworks
6 28 (4.88%) Talend
7 20 (3.48%) IBM
8 19 (3.31%) Informatica
9 16 (2.79%) HP
10 13 (2.26%) Cognos
11 12 (2.09%) MicroStrategy
12 11 (1.92%) Ab Initio
12 11 (1.92%) Atlassian
13 10 (1.74%) Perforce
13 10 (1.74%) VMware
14 9 (1.57%) RedGate
15 8 (1.39%) Capita
16 7 (1.22%) ServiceNow
16 7 (1.22%) Teradata