Period
to 22 April 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 179 166 147
Rank change year-on-year -13 -19 -9
Permanent jobs citing Data Warehouse 567 601 932
As % of all permanent IT jobs advertised in the South East 1.79% 2.00% 2.38%
As % of the Database & Business Intelligence category 5.80% 6.81% 7.43%
Number of salaries quoted 476 563 779
South East median annual salary £49,500 £50,000 £45,500
Median salary % change year-on-year -1.00% +9.89% -4.21%
10th Percentile £31,250 £32,500 £32,000
90th Percentile £67,500 £71,250 £73,750
England median annual salary £52,500 £52,500 £52,500

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 9,777 8,824 12,539
As % of all permanent IT jobs advertised in the South East 30.87% 29.41% 32.07%
Number of salaries quoted 8,410 7,649 10,965
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £28,227 £27,500 £27,500
90th Percentile £65,000 £65,000 £63,750
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 22 April 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 22 April 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 +14 251 £50,000 -6.54% 32
Surrey +1 113 £50,000 -7.41% 10
Berkshire -16 110 £50,000 -7.41% 18
Buckinghamshire +24 92 £52,000 +4.00% 8
Hampshire -19 90 £42,500 - 12
East Sussex +35 57 £62,500 +4.17% 4
Oxfordshire -6 49 £47,500 -5.00% 6
West Sussex -48 33 £54,500 -0.91% 3
Kent -12 18 £32,000 -24.71% 3
Middlesex +5 1 £75,000 +100.00%
Data Warehouse
England

For the 6 months to 22 April 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.

1 362 (63.84%) SQL
2 358 (63.14%) Business Intelligence
3 299 (52.73%) SQL Server
4 211 (37.21%) SQL Server Reporting Services
5 210 (37.04%) ETL
6 200 (35.27%) SQL Server Integration Services
7 165 (29.10%) SQL Server Analysis Services
8 158 (27.87%) T-SQL
9 153 (26.98%) Finance
10 152 (26.81%) Agile Software Development
11 132 (23.28%) Microsoft
12 127 (22.40%) Data Modelling
13 118 (20.81%) Analytics
14 112 (19.75%) Analytical Skills
15 100 (17.64%) Power BI
16 96 (16.93%) Tableau
16 96 (16.93%) Oracle
17 88 (15.52%) Microsoft Excel
18 86 (15.17%) Big Data
19 84 (14.81%) Degree
20 74 (13.05%) QlikView
20 74 (13.05%) Hadoop
21 69 (12.17%) Linux
22 68 (11.99%) Visualisation
22 68 (11.99%) Data Analysis
23 67 (11.82%) Problem-Solving
24 66 (11.64%) Migration
25 63 (11.11%) Performance Tuning
26 62 (10.93%) Java
26 62 (10.93%) 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 30 (5.29%) SAS
2 17 (3.00%) Apache Spark
3 15 (2.65%) Oracle SOA Suite
4 11 (1.94%) SharePoint
5 8 (1.41%) Apache Pig
5 8 (1.41%) Drupal
6 6 (1.06%) CMS
7 5 (0.88%) Apache
8 4 (0.71%) BizTalk Server
8 4 (0.71%) Jupyter
8 4 (0.71%) MS Project Server
8 4 (0.71%) WebLogic
9 3 (0.53%) Apache Solr
9 3 (0.53%) Elasticsearch
10 2 (0.35%) Apache Airflow
10 2 (0.35%) JBoss
10 2 (0.35%) MS Exchange
10 2 (0.35%) OpenStack
10 2 (0.35%) WebSphere
10 2 (0.35%) WebSphere Application Server
Applications
1 88 (15.52%) Microsoft Excel
2 27 (4.76%) Microsoft PowerPoint
3 18 (3.17%) Microsoft Office
4 9 (1.59%) MS Visio
5 8 (1.41%) Microsoft Project
6 2 (0.35%) Spreadsheet
Business Applications
1 6 (1.06%) Dynamics AX
1 6 (1.06%) Remedy ITSM
2 4 (0.71%) Oracle 11i
2 4 (0.71%) Oracle Assets
2 4 (0.71%) Oracle EBS
2 4 (0.71%) Oracle EBS R12
2 4 (0.71%) Oracle General Ledger
2 4 (0.71%) Oracle iProcurement
2 4 (0.71%) Oracle Payables
2 4 (0.71%) Oracle Receivables
3 3 (0.53%) SAP ERP
3 3 (0.53%) SAP S/4HANA
4 2 (0.35%) Dynamics CRM
4 2 (0.35%) Dynamics NAV
5 1 (0.18%) Cognos Business Intelligence
5 1 (0.18%) SAP ECC
Cloud Services
1 53 (9.35%) Microsoft Azure
2 48 (8.47%) Amazon AWS
3 11 (1.94%) Amazon CloudWatch
3 11 (1.94%) AWS CloudTrail
4 7 (1.23%) Cloud Computing
5 4 (0.71%) Amazon EMR
5 4 (0.71%) Amazon Kinesis
5 4 (0.71%) GitHub
5 4 (0.71%) PaaS
6 3 (0.53%) Azure Data Factory
6 3 (0.53%) SaaS
7 2 (0.35%) Amazon ElastiCache
7 2 (0.35%) Amazon S3
7 2 (0.35%) Amazon SQS
7 2 (0.35%) Azure Machine Learning
7 2 (0.35%) G Suite
7 2 (0.35%) Google Cloud Platform
7 2 (0.35%) Office 365
8 1 (0.18%) IaaS
Communications & Networking
1 24 (4.23%) Internet
2 21 (3.70%) DNS
3 19 (3.35%) DHCP
4 14 (2.47%) Firewall
5 13 (2.29%) TCP/IP
6 11 (1.94%) ICMP
6 11 (1.94%) LAN
6 11 (1.94%) OSPF
6 11 (1.94%) SNMP
6 11 (1.94%) VoIP
6 11 (1.94%) WAN
6 11 (1.94%) Wireless
7 7 (1.23%) SAN
8 5 (0.88%) Network Security
9 2 (0.35%) AMQP
9 2 (0.35%) Cisco ASA
9 2 (0.35%) NAS
9 2 (0.35%) SMS
9 2 (0.35%) VLAN
9 2 (0.35%) VPN
Database & Business Intelligence
1 299 (52.73%) SQL Server
2 211 (37.21%) SQL Server Reporting Services
3 200 (35.27%) SQL Server Integration Services
4 165 (29.10%) SQL Server Analysis Services
5 100 (17.64%) Power BI
6 86 (15.17%) Big Data
7 74 (13.05%) Hadoop
7 74 (13.05%) QlikView
8 62 (10.93%) BusinessObjects
9 61 (10.76%) Microsoft Analysis Services
10 57 (10.05%) Relational Database
11 52 (9.17%) SQL Server 2016
12 37 (6.53%) NoSQL
13 36 (6.35%) SQL Server 2014
14 34 (6.00%) Apache Hive
14 34 (6.00%) PostgreSQL
15 32 (5.64%) OLAP
15 32 (5.64%) Sqoop
16 28 (4.94%) Impala
16 28 (4.94%) RDBMS
Development Applications
1 45 (7.94%) Jenkins
2 43 (7.58%) Git (software)
3 41 (7.23%) TeamCity
4 17 (3.00%) JIRA
5 16 (2.82%) Subversion
6 13 (2.29%) JUnit
7 12 (2.12%) Team Foundation Server
8 11 (1.94%) Oracle Forms
8 11 (1.94%) Visual Studio
9 9 (1.59%) SQL Server Management Studio (SSMS)
10 8 (1.41%) ERwin
10 8 (1.41%) Toad
11 6 (1.06%) PowerBuilder
12 5 (0.88%) Oracle APEX
13 4 (0.71%) Ant
14 2 (0.35%) Bitbucket
14 2 (0.35%) Eclipse
14 2 (0.35%) JMeter
14 2 (0.35%) Mercurial
14 2 (0.35%) SpecFlow
General
1 153 (26.98%) Finance
2 41 (7.23%) Marketing
2 41 (7.23%) Retail
3 22 (3.88%) Advertising
4 12 (2.12%) Banking
5 9 (1.59%) Back Office
6 6 (1.06%) Billing
7 5 (0.88%) Electronics
7 5 (0.88%) Legal
7 5 (0.88%) Manufacturing
8 4 (0.71%) Local Government
8 4 (0.71%) Publishing
9 2 (0.35%) Dutch Language
9 2 (0.35%) French Language
9 2 (0.35%) German Language
9 2 (0.35%) Italian Language
9 2 (0.35%) Law
9 2 (0.35%) Telecoms
10 1 (0.18%) General Ledger
Job Titles
1 194 (34.22%) Developer
2 125 (22.05%) Analyst
3 102 (17.99%) SQL Developer
4 95 (16.75%) Business Intelligence Developer
5 79 (13.93%) Business Intelligence Analyst
6 65 (11.46%) SQL Server Developer
7 59 (10.41%) Architect
8 49 (8.64%) DBA
8 49 (8.64%) Senior Developer
9 47 (8.29%) SQL BI Developer
10 40 (7.05%) Data Architect
11 35 (6.17%) SQL Analyst
12 33 (5.82%) Data Warehouse Developer
12 33 (5.82%) SQL DBA
13 32 (5.64%) Data Engineer
14 31 (5.47%) SQL Server BI Developer
14 31 (5.47%) SSIS Developer
15 30 (5.29%) Data Analyst
15 30 (5.29%) SSRS Developer
15 30 (5.29%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 38 (6.70%) .NET
2 32 (5.64%) XML
3 27 (4.76%) Kafka
4 24 (4.23%) Keras
4 24 (4.23%) MLlib
4 24 (4.23%) TensorFlow
5 23 (4.06%) HTML
6 18 (3.17%) CSS
7 16 (2.82%) JSON
7 16 (2.82%) MDX
7 16 (2.82%) Web Services
8 15 (2.65%) Middleware
9 14 (2.47%) J2EE
10 13 (2.29%) AngularJS
10 13 (2.29%) Spring
11 12 (2.12%) Java EE
11 12 (2.12%) SOAP
12 10 (1.76%) XSLT
13 9 (1.59%) REST
14 8 (1.41%) Spring Boot
Miscellaneous
1 112 (19.75%) Analytical Skills
2 29 (5.11%) Greenfield Project
2 29 (5.11%) User Experience
3 28 (4.94%) Management Information System
4 24 (4.23%) Computer Science
5 20 (3.53%) Clustering
6 18 (3.17%) Enterprise Software
6 18 (3.17%) Fintech
6 18 (3.17%) Virtual Team
7 16 (2.82%) NHS
8 15 (2.65%) Data Structures
9 14 (2.47%) Mainframe
10 12 (2.12%) Replication
11 11 (1.94%) Self-Motivation
12 9 (1.59%) Data Centre
13 6 (1.06%) Algorithms
13 6 (1.06%) CMDB
13 6 (1.06%) e-Learning
13 6 (1.06%) Mobile App
13 6 (1.06%) Private Cloud
Operating Systems
1 69 (12.17%) Linux
2 40 (7.05%) Windows
3 24 (4.23%) Unix
4 15 (2.65%) Windows Server
5 8 (1.41%) Windows Server 2008
6 7 (1.23%) AIX
6 7 (1.23%) Windows 8
6 7 (1.23%) Windows XP
7 5 (0.88%) Windows Server 2012
7 5 (0.88%) zOS
8 4 (0.71%) Red Hat Enterprise Linux
9 3 (0.53%) CentOS
10 2 (0.35%) Mac OS X
11 1 (0.18%) Solaris
Processes & Methodologies
1 358 (63.14%) Business Intelligence
2 210 (37.04%) ETL
3 152 (26.81%) Agile Software Development
4 127 (22.40%) Data Modelling
5 118 (20.81%) Analytics
6 68 (11.99%) Data Analysis
6 68 (11.99%) Visualisation
7 67 (11.82%) Problem-Solving
8 66 (11.64%) Migration
9 63 (11.11%) Performance Tuning
10 49 (8.64%) Continuous Integration
11 46 (8.11%) Data Analytics
12 44 (7.76%) ITIL
12 44 (7.76%) Project Management
13 42 (7.41%) Kimball Methodology
14 41 (7.23%) Machine Learning
15 40 (7.05%) Scrum
16 38 (6.70%) CRM
17 37 (6.53%) Waterfall
18 34 (6.00%) Data Visualisation
Programming Languages
1 362 (63.84%) SQL
2 158 (27.87%) T-SQL
3 62 (10.93%) Java
4 60 (10.58%) Python
5 43 (7.58%) PL/SQL
6 42 (7.41%) Shell Script
7 36 (6.35%) JavaScript
8 33 (5.82%) C#
9 29 (5.11%) Scala
10 27 (4.76%) Go
11 24 (4.23%) PowerShell
12 14 (2.47%) R
13 13 (2.29%) C
13 13 (2.29%) PHP
14 12 (2.12%) VB.NET
15 9 (1.59%) Data Analysis Expressions (DAX)
16 6 (1.06%) Bash Shell
17 5 (0.88%) VB
18 4 (0.71%) WebLogic Scripting Tool
18 4 (0.71%) XPath
Qualifications
1 84 (14.81%) Degree
2 13 (2.29%) MCSE
2 13 (2.29%) Microsoft Certification
3 11 (1.94%) Computer Science Degree
4 9 (1.59%) ISTQB
4 9 (1.59%) Numerate Degree
5 8 (1.41%) MBA
6 6 (1.06%) Master's Degree
6 6 (1.06%) SC Cleared
6 6 (1.06%) Security Cleared
7 5 (0.88%) ISEB
7 5 (0.88%) ISTQB Foundation Certification
7 5 (0.88%) MCSA
8 4 (0.71%) PMI Certification
8 4 (0.71%) Postgraduate
8 4 (0.71%) PRINCE2 Certification
9 3 (0.53%) DBS Check
9 3 (0.53%) MCP
10 2 (0.35%) MCDBA
10 2 (0.35%) PhD
Quality Assurance & Compliance
1 36 (6.35%) Data Quality
2 35 (6.17%) QA
3 9 (1.59%) PMO
4 7 (1.23%) SLA
5 5 (0.88%) PCI DSS
6 3 (0.53%) ISO/IEC 27001
7 2 (0.35%) GDPR
8 1 (0.18%) COBIT
System Software
1 32 (5.64%) Apache Flume
2 20 (3.53%) Active Directory
3 17 (3.00%) HDFS
4 11 (1.94%) VMware Infrastructure
5 9 (1.59%) Hyper-V
6 5 (0.88%) Docker
7 2 (0.35%) VMware ESXi
8 1 (0.18%) GPFS
Systems Management
1 28 (4.94%) Hadoop YARN
2 6 (1.06%) Galera Cluster
2 6 (1.06%) HP SiteScope
2 6 (1.06%) Nagios
2 6 (1.06%) OpenView
2 6 (1.06%) Tivoli
3 5 (0.88%) Oozie
4 4 (0.71%) Systems Management Server (SMS)
5 3 (0.53%) Puppet
6 2 (0.35%) Ansible
6 2 (0.35%) Data Guard
6 2 (0.35%) Kubernetes
6 2 (0.35%) Terraform
6 2 (0.35%) Tivoli Storage Manager
7 1 (0.18%) Failover Clustering
7 1 (0.18%) HP Quality Center
7 1 (0.18%) Opscode Chef
Vendors
1 132 (23.28%) Microsoft
2 96 (16.93%) Oracle
2 96 (16.93%) Tableau
3 40 (7.05%) SAP
4 30 (5.29%) Cloudera
5 29 (5.11%) Cognos
6 27 (4.76%) Hortonworks
7 18 (3.17%) MicroStrategy
8 16 (2.82%) HP
8 16 (2.82%) IBM
9 15 (2.65%) Atlassian
9 15 (2.65%) Talend
10 14 (2.47%) Informatica
11 13 (2.29%) Teradata
12 11 (1.94%) VMware
13 10 (1.76%) Ab Initio
13 10 (1.76%) Capita
13 10 (1.76%) Perforce
14 7 (1.23%) RedGate
14 7 (1.23%) ServiceNow