Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 179 151 110
Rank change year-on-year -28 -41 +41
Permanent jobs citing Data Warehouse 578 675 1,216
As % of all permanent IT jobs advertised in the South East 1.85% 2.15% 2.96%
As % of the Database & Business Intelligence category 5.88% 7.47% 9.01%
Number of salaries quoted 512 632 1,023
South East median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% -5.00%
10th Percentile £31,250 £32,500 £32,500
90th Percentile £66,725 £71,475 £71,250
England median annual salary £52,000 £53,500 £50,000
% change year-on-year -2.80% +7.00% -4.76%

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 9,829 9,036 13,493
As % of all permanent IT jobs advertised in the South East 31.43% 28.85% 32.82%
Number of salaries quoted 8,486 7,833 11,671
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £28,250 £27,500
90th Percentile £65,000 £66,250 £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 25 February 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 25 February 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 -6 235 £52,500 +5.00% 27
Surrey -7 118 £50,000 -13.04% 19
Hampshire +16 109 £40,000 -11.11% 12
Berkshire -5 100 £52,500 +5.00% 12
Buckinghamshire +33 97 £52,500 +10.53% 13
East Sussex +20 55 £55,000 -21.43% 6
Oxfordshire -51 38 £46,250 -7.50% 2
West Sussex -66 34 £57,500 +4.55% 2
Kent +2 25 £42,500 -15.00% 1
Middlesex +8 1 £75,000 +100.00%
Data Warehouse
England

For the 6 months to 25 February 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.

1 377 (65.22%) Business Intelligence
2 376 (65.05%) SQL
3 298 (51.56%) SQL Server
4 227 (39.27%) ETL
5 217 (37.54%) SQL Server Integration Services
6 197 (34.08%) SQL Server Reporting Services
7 175 (30.28%) SQL Server Analysis Services
8 158 (27.34%) T-SQL
9 147 (25.43%) Data Modelling
10 143 (24.74%) Agile Software Development
11 142 (24.57%) Microsoft
12 141 (24.39%) Finance
13 125 (21.63%) Oracle
14 121 (20.93%) Analytics
15 113 (19.55%) Analytical Skills
16 107 (18.51%) Tableau
16 107 (18.51%) Power BI
17 87 (15.05%) Microsoft Excel
17 87 (15.05%) BusinessObjects
17 87 (15.05%) Big Data
18 81 (14.01%) QlikView
19 77 (13.32%) Visualisation
20 72 (12.46%) Degree
21 69 (11.94%) Hadoop
22 65 (11.25%) Linux
23 62 (10.73%) Microsoft Analysis Services
23 62 (10.73%) Performance Tuning
24 59 (10.21%) Relational Database
25 53 (9.17%) Data Analysis
25 53 (9.17%) Microsoft Azure

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 28 (4.84%) SAS
2 15 (2.60%) Apache Pig
2 15 (2.60%) Apache Spark
3 14 (2.42%) Oracle SOA Suite
4 10 (1.73%) Drupal
4 10 (1.73%) SharePoint
5 7 (1.21%) MS Project Server
6 6 (1.04%) CMS
7 5 (0.87%) Confluence
8 4 (0.69%) BizTalk Server
8 4 (0.69%) WebLogic
9 3 (0.52%) Apache
9 3 (0.52%) Apache Solr
9 3 (0.52%) Elasticsearch
9 3 (0.52%) Jupyter
10 2 (0.35%) JBoss
10 2 (0.35%) MS Exchange
10 2 (0.35%) WebSphere
10 2 (0.35%) WebSphere Application Server
11 1 (0.17%) IIS
Applications
1 87 (15.05%) Microsoft Excel
2 37 (6.40%) Microsoft PowerPoint
3 26 (4.50%) Microsoft Office
4 14 (2.42%) MS Visio
5 11 (1.90%) Microsoft Project
6 1 (0.17%) S-PLUS
Business Applications
1 6 (1.04%) Remedy ITSM
2 4 (0.69%) Dynamics AX
2 4 (0.69%) Oracle 11i
2 4 (0.69%) Oracle Assets
2 4 (0.69%) Oracle EBS
2 4 (0.69%) Oracle EBS R12
2 4 (0.69%) Oracle General Ledger
2 4 (0.69%) Oracle iProcurement
2 4 (0.69%) Oracle Payables
2 4 (0.69%) Oracle Receivables
3 2 (0.35%) SAP ERP
4 1 (0.17%) Dynamics CRM
4 1 (0.17%) Oracle Financials
4 1 (0.17%) SAP ECC
Cloud Services
1 53 (9.17%) Amazon AWS
1 53 (9.17%) Microsoft Azure
2 10 (1.73%) Amazon CloudWatch
2 10 (1.73%) AWS CloudTrail
3 9 (1.56%) GitHub
4 5 (0.87%) Amazon EMR
5 3 (0.52%) Cloud Computing
5 3 (0.52%) SaaS
6 2 (0.35%) Amazon Kinesis
6 2 (0.35%) Azure Data Factory
6 2 (0.35%) Azure Machine Learning
7 1 (0.17%) IaaS
7 1 (0.17%) PaaS
Communications & Networking
1 26 (4.50%) Internet
2 16 (2.77%) Firewall
3 15 (2.60%) DNS
4 13 (2.25%) DHCP
5 12 (2.08%) TCP/IP
6 10 (1.73%) ICMP
6 10 (1.73%) LAN
6 10 (1.73%) OSPF
6 10 (1.73%) SNMP
6 10 (1.73%) VoIP
6 10 (1.73%) WAN
6 10 (1.73%) Wireless
7 7 (1.21%) SAN
8 4 (0.69%) Network Security
9 2 (0.35%) Cisco ASA
9 2 (0.35%) IPsec
9 2 (0.35%) NAS
9 2 (0.35%) VLAN
9 2 (0.35%) VPN
10 1 (0.17%) Kerberos
Database & Business Intelligence
1 298 (51.56%) SQL Server
2 217 (37.54%) SQL Server Integration Services
3 197 (34.08%) SQL Server Reporting Services
4 175 (30.28%) SQL Server Analysis Services
5 107 (18.51%) Power BI
6 87 (15.05%) Big Data
6 87 (15.05%) BusinessObjects
7 81 (14.01%) QlikView
8 69 (11.94%) Hadoop
9 62 (10.73%) Microsoft Analysis Services
10 59 (10.21%) Relational Database
11 49 (8.48%) SQL Server 2016
12 41 (7.09%) NoSQL
13 40 (6.92%) SQL Server 2014
14 35 (6.06%) Oracle Database
15 30 (5.19%) SQL Server 2008
16 29 (5.02%) Star Schema
17 26 (4.50%) OLAP
17 26 (4.50%) SQL Server 2012
18 25 (4.33%) Apache Hive
Development Applications
1 31 (5.36%) Git (software)
2 29 (5.02%) JIRA
3 28 (4.84%) Jenkins
3 28 (4.84%) TeamCity
4 18 (3.11%) Subversion
5 14 (2.42%) Oracle Forms
5 14 (2.42%) SQL Server Management Studio (SSMS)
5 14 (2.42%) Team Foundation Server
6 11 (1.90%) Toad
6 11 (1.90%) Visual Studio
7 10 (1.73%) PowerBuilder
8 7 (1.21%) ERwin
8 7 (1.21%) JUnit
9 6 (1.04%) Bitbucket
9 6 (1.04%) Oracle APEX
10 4 (0.69%) Ant
11 2 (0.35%) Eclipse
12 1 (0.17%) Mercurial
General
1 141 (24.39%) Finance
2 33 (5.71%) Marketing
2 33 (5.71%) Retail
3 17 (2.94%) Advertising
4 10 (1.73%) Back Office
5 5 (0.87%) Local Government
6 4 (0.69%) Legal
7 3 (0.52%) Banking
8 2 (0.35%) Aerospace
8 2 (0.35%) Law
8 2 (0.35%) Telecoms
9 1 (0.17%) Automotive
9 1 (0.17%) Manufacturing
Job Titles
1 224 (38.75%) Developer
2 132 (22.84%) Analyst
3 115 (19.90%) SQL Developer
4 104 (17.99%) Business Intelligence Developer
5 80 (13.84%) Business Intelligence Analyst
6 65 (11.25%) SQL Server Developer
7 54 (9.34%) DBA
7 54 (9.34%) SQL BI Developer
8 50 (8.65%) Architect
9 45 (7.79%) Senior Developer
10 44 (7.61%) Data Warehouse Developer
11 40 (6.92%) SQL Analyst
12 38 (6.57%) SSIS Developer
13 37 (6.40%) SQL DBA
14 35 (6.06%) Data Architect
15 33 (5.71%) T-SQL Developer
16 32 (5.54%) SQL Server BI Developer
17 31 (5.36%) Administrator
18 30 (5.19%) SSRS Developer
19 29 (5.02%) Data Analyst
Libraries, Frameworks & Software Standards
1 35 (6.06%) XML
2 33 (5.71%) .NET
3 20 (3.46%) HTML
3 20 (3.46%) MDX
3 20 (3.46%) Middleware
4 17 (2.94%) JSON
5 16 (2.77%) Web Services
6 15 (2.60%) CSS
6 15 (2.60%) Kafka
7 14 (2.42%) J2EE
7 14 (2.42%) Java EE
7 14 (2.42%) Spring
8 13 (2.25%) AngularJS
8 13 (2.25%) Oracle GoldenGate
9 12 (2.08%) Keras
9 12 (2.08%) MLlib
9 12 (2.08%) TensorFlow
10 11 (1.90%) SOAP
11 10 (1.73%) Spring Boot
11 10 (1.73%) XSLT
Miscellaneous
1 113 (19.55%) Analytical Skills
2 32 (5.54%) Management Information System
3 29 (5.02%) Computer Science
4 27 (4.67%) Clustering
5 25 (4.33%) Greenfield Project
6 22 (3.81%) Virtual Team
7 20 (3.46%) Data Structures
7 20 (3.46%) Fintech
7 20 (3.46%) User Experience
8 17 (2.94%) Enterprise Software
8 17 (2.94%) Mainframe
8 17 (2.94%) Replication
9 12 (2.08%) Data Centre
10 9 (1.56%) NHS
11 7 (1.21%) N-Tier
12 6 (1.04%) CMDB
12 6 (1.04%) e-Learning
12 6 (1.04%) Mobile App
12 6 (1.04%) Private Cloud
12 6 (1.04%) Reinsurance
Operating Systems
1 65 (11.25%) Linux
2 47 (8.13%) Windows
3 32 (5.54%) Unix
4 27 (4.67%) Windows Server
5 14 (2.42%) AIX
6 7 (1.21%) Red Hat Enterprise Linux
7 5 (0.87%) zOS
8 4 (0.69%) Solaris
9 3 (0.52%) CentOS
9 3 (0.52%) Windows 8
9 3 (0.52%) Windows Server 2008
9 3 (0.52%) Windows XP
10 2 (0.35%) Windows Server 2012
11 1 (0.17%) Oracle Linux
Processes & Methodologies
1 377 (65.22%) Business Intelligence
2 227 (39.27%) ETL
3 147 (25.43%) Data Modelling
4 143 (24.74%) Agile Software Development
5 121 (20.93%) Analytics
6 77 (13.32%) Visualisation
7 62 (10.73%) Performance Tuning
8 53 (9.17%) Data Analysis
9 52 (9.00%) Migration
9 52 (9.00%) Project Management
10 47 (8.13%) Data Analytics
11 43 (7.44%) Continuous Integration
12 41 (7.09%) CRM
13 39 (6.75%) ITIL
13 39 (6.75%) Kimball Methodology
14 37 (6.40%) High Availability
15 36 (6.23%) Scrum
16 35 (6.06%) Data Governance
17 33 (5.71%) Data Management
18 31 (5.36%) Data Visualisation
Programming Languages
1 376 (65.05%) SQL
2 158 (27.34%) T-SQL
3 48 (8.30%) PL/SQL
4 47 (8.13%) Java
5 45 (7.79%) Python
6 39 (6.75%) Shell Script
7 31 (5.36%) JavaScript
8 30 (5.19%) C#
9 16 (2.77%) PowerShell
9 16 (2.77%) Scala
10 15 (2.60%) Go
10 15 (2.60%) PHP
11 11 (1.90%) VB.NET
12 10 (1.73%) C
12 10 (1.73%) R
13 7 (1.21%) Data Analysis Expressions (DAX)
14 4 (0.69%) Bash Shell
14 4 (0.69%) VB
14 4 (0.69%) VBA
14 4 (0.69%) XPath
Qualifications
1 72 (12.46%) Degree
2 15 (2.60%) Computer Science Degree
3 9 (1.56%) MBA
4 6 (1.04%) ISTQB
4 6 (1.04%) Master's Degree
5 5 (0.87%) MCSE
5 5 (0.87%) Microsoft Certification
5 5 (0.87%) Numerate Degree
5 5 (0.87%) SC Cleared
5 5 (0.87%) Security Cleared
6 4 (0.69%) MCSA
6 4 (0.69%) PMI Certification
6 4 (0.69%) PRINCE2 Certification
7 3 (0.52%) Postgraduate
8 2 (0.35%) ISEB
8 2 (0.35%) ISTQB Foundation Certification
9 1 (0.17%) DBS Check
9 1 (0.17%) MCDBA
9 1 (0.17%) MCP
9 1 (0.17%) PMP
Quality Assurance & Compliance
1 50 (8.65%) Data Quality
2 25 (4.33%) QA
3 11 (1.90%) PCI DSS
4 10 (1.73%) PMO
5 5 (0.87%) ISO/IEC 27001
5 5 (0.87%) SLA
6 1 (0.17%) GDPR
System Software
1 24 (4.15%) Apache Flume
2 16 (2.77%) HDFS
3 15 (2.60%) Active Directory
4 9 (1.56%) VMware Infrastructure
5 5 (0.87%) Hyper-V
6 4 (0.69%) GPFS
6 4 (0.69%) Oracle RAC
7 3 (0.52%) Docker
8 2 (0.35%) VMware ESXi
Systems Management
1 15 (2.60%) Hadoop YARN
2 10 (1.73%) Nagios
3 8 (1.38%) Oozie
4 6 (1.04%) HP SiteScope
4 6 (1.04%) OpenView
4 6 (1.04%) Tivoli
5 4 (0.69%) Galera Cluster
5 4 (0.69%) Systems Management Server (SMS)
6 3 (0.52%) Puppet
7 1 (0.17%) Failover Clustering
7 1 (0.17%) Opscode Chef
Vendors
1 142 (24.57%) Microsoft
2 125 (21.63%) Oracle
3 107 (18.51%) Tableau
4 47 (8.13%) SAP
5 35 (6.06%) Cognos
6 26 (4.50%) MicroStrategy
7 24 (4.15%) IBM
8 21 (3.63%) Cloudera
9 20 (3.46%) Atlassian
9 20 (3.46%) Teradata
10 19 (3.29%) Informatica
11 17 (2.94%) Talend
12 15 (2.60%) Hortonworks
13 14 (2.42%) HP
14 10 (1.73%) Ab Initio
14 10 (1.73%) MuleSoft
14 10 (1.73%) Perforce
14 10 (1.73%) SolarWinds
15 9 (1.56%) VMware
16 8 (1.38%) Birst