Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 147 185 163
Rank change year-on-year +38 -22 -64
Permanent jobs citing Data Warehouse 605 575 723
As % of all permanent IT jobs advertised in the South East 2.16% 1.85% 2.11%
As % of the Database & Business Intelligence category 7.49% 5.84% 7.26%
Number of salaries quoted 495 546 654
South East median annual salary £52,000 £50,000 £52,500
Median salary % change year-on-year +4.00% -4.76% +10.53%
10th Percentile £35,600 £31,250 £32,500
90th Percentile £80,000 £67,500 £72,500
England median annual salary £55,000 £52,000 £55,000
% change year-on-year +5.77% -5.45% +10.00%

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 8,081 9,850 9,965
As % of all permanent IT jobs advertised in the South East 28.80% 31.61% 29.13%
Number of salaries quoted 6,678 8,471 8,739
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £30,000 £27,500 £28,250
90th Percentile £72,500 £65,000 £65,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 12 December 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 12 December 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 +31 241 £50,000 -4.76% 42
Surrey +40 173 £57,500 +5.50% 11
Berkshire +37 142 £50,000 -4.76% 24
West Sussex +27 72 £42,500 -30.61% 4
Buckinghamshire +1 71 £50,000 -4.76% 9
Hampshire -27 63 £52,000 +38.67% 17
East Sussex -12 29 £52,500 +5.00% 2
Oxfordshire +6 27 £52,500 +10.53% 9
Kent +23 18 £40,000 -5.88% 9
Sussex - 8 £86,250 -
Home Counties - 1 £50,000 -
Data Warehouse
England

For the 6 months to 12 December 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.

1 392 (64.79%) SQL
2 359 (59.34%) Business Intelligence
3 265 (43.80%) ETL
4 249 (41.16%) SQL Server Integration Services
5 246 (40.66%) SQL Server
6 212 (35.04%) Agile Software Development
7 206 (34.05%) SQL Server Reporting Services
8 185 (30.58%) Data Modelling
9 171 (28.26%) Microsoft
10 160 (26.45%) Finance
11 159 (26.28%) T-SQL
12 148 (24.46%) Power BI
13 132 (21.82%) Analytics
14 129 (21.32%) Oracle
15 124 (20.50%) Big Data
16 117 (19.34%) SQL Server Analysis Services
17 98 (16.20%) Analytical Skills
18 91 (15.04%) Microsoft Azure
19 84 (13.88%) Tableau
20 83 (13.72%) Relational Database
20 83 (13.72%) Degree
21 82 (13.55%) Data Integration
22 81 (13.39%) Visualisation
23 75 (12.40%) Data Analysis
24 73 (12.07%) Migration
24 73 (12.07%) C#
25 69 (11.40%) Unix
26 68 (11.24%) Linux
27 67 (11.07%) Problem-Solving
28 65 (10.74%) Data Architecture

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 33 (5.45%) Apache Spark
2 26 (4.30%) SAS
3 20 (3.31%) SharePoint
4 9 (1.49%) Apache
5 8 (1.32%) Apache Pig
5 8 (1.32%) Documentum
5 8 (1.32%) FileNet
6 7 (1.16%) Oracle SOA Suite
7 6 (0.99%) JBoss
8 5 (0.83%) Apache Solr
9 4 (0.66%) CMS
9 4 (0.66%) Elasticsearch
9 4 (0.66%) Hyperledger
9 4 (0.66%) Oracle Application Server
10 3 (0.50%) Apache Airflow
10 3 (0.50%) IIS
10 3 (0.50%) MS Exchange
11 2 (0.33%) Confluence
11 2 (0.33%) Exchange Server 2007
11 2 (0.33%) OpenStack
Applications
1 63 (10.41%) Microsoft Excel
2 18 (2.98%) Microsoft Office
3 11 (1.82%) Microsoft PowerPoint
4 8 (1.32%) MS Visio
5 3 (0.50%) Adobe After Effects
5 3 (0.50%) Adobe Illustrator
5 3 (0.50%) Microsoft Project
6 2 (0.33%) InfoPath
6 2 (0.33%) Spreadsheet
Business Applications
1 13 (2.15%) Dynamics CRM
2 10 (1.65%) SAP BPC
3 8 (1.32%) Oracle Payables
3 8 (1.32%) Oracle Subledger Accounting
3 8 (1.32%) SAP Bank Analyzer
3 8 (1.32%) SAP FS
3 8 (1.32%) SAP MDM
4 6 (0.99%) SAP CO
4 6 (0.99%) SAP FI
4 6 (0.99%) SAP FI/CO
5 3 (0.50%) Cognos Business Intelligence
6 2 (0.33%) Maximo
6 2 (0.33%) SAP S/4HANA
7 1 (0.17%) Cognos TM1
7 1 (0.17%) HFM
7 1 (0.17%) Hyperion Planning
7 1 (0.17%) Oracle ERP
7 1 (0.17%) Remedy ITSM
7 1 (0.17%) SAP MDG
Cloud Services
1 91 (15.04%) Microsoft Azure
2 39 (6.45%) Amazon AWS
3 22 (3.64%) PaaS
4 18 (2.98%) Azure Data Factory
5 12 (1.98%) Office 365
6 11 (1.82%) Dynamics 365
6 11 (1.82%) SaaS
7 10 (1.65%) GitHub
7 10 (1.65%) IaaS
8 9 (1.49%) Azure Functions
8 9 (1.49%) Serverless
9 6 (0.99%) Cloud Computing
9 6 (0.99%) Cortana Intelligence Suite
10 5 (0.83%) Amazon S3
10 5 (0.83%) Azure Machine Learning
11 4 (0.66%) Amazon EC2
11 4 (0.66%) Amazon EMR
11 4 (0.66%) Amazon Kinesis
12 3 (0.50%) Data Lake Analytics
12 3 (0.50%) Google Cloud Platform
Communications & Networking
1 38 (6.28%) Internet
2 10 (1.65%) Firewall
3 5 (0.83%) SAN
4 4 (0.66%) HTTP
5 3 (0.50%) DHCP
5 3 (0.50%) DNS
5 3 (0.50%) Intranet
6 2 (0.33%) AMQP
6 2 (0.33%) BGP
6 2 (0.33%) Cisco IOS
6 2 (0.33%) MPLS
6 2 (0.33%) OSPF
6 2 (0.33%) Spanning Tree
6 2 (0.33%) VLAN
6 2 (0.33%) VoIP
6 2 (0.33%) WAN
7 1 (0.17%) SMS
7 1 (0.17%) TCP/IP
7 1 (0.17%) Wireless
Database & Business Intelligence
1 249 (41.16%) SQL Server Integration Services
2 246 (40.66%) SQL Server
3 206 (34.05%) SQL Server Reporting Services
4 148 (24.46%) Power BI
5 124 (20.50%) Big Data
6 117 (19.34%) SQL Server Analysis Services
7 83 (13.72%) Relational Database
8 61 (10.08%) Data Lake
9 58 (9.59%) BusinessObjects
10 54 (8.93%) Hadoop
11 40 (6.61%) SQL Server 2008
12 32 (5.29%) PostgreSQL
13 30 (4.96%) NoSQL
14 28 (4.63%) Apache Hive
14 28 (4.63%) Oracle Database
14 28 (4.63%) QlikView
15 26 (4.30%) RDBMS
16 25 (4.13%) SAP BW
16 25 (4.13%) SQL Server 2016
17 22 (3.64%) Azure SQL Data Warehouse
Development Applications
1 28 (4.63%) SoapUI
2 24 (3.97%) Git (software)
3 22 (3.64%) Visual Studio
4 17 (2.81%) Jenkins
5 16 (2.64%) JIRA
6 15 (2.48%) Team Foundation Server
7 11 (1.82%) SQL Server Management Studio (SSMS)
7 11 (1.82%) Subversion
8 9 (1.49%) ERwin
8 9 (1.49%) TeamCity
9 6 (0.99%) Bitbucket
9 6 (0.99%) NUnit
10 5 (0.83%) Selenium
10 5 (0.83%) TortoiseSVN
11 4 (0.66%) Eclipse
11 4 (0.66%) JUnit
11 4 (0.66%) Toad
11 4 (0.66%) Visual Studio Team System
12 3 (0.50%) PowerDesigner
12 3 (0.50%) RStudio
General
1 160 (26.45%) Finance
2 32 (5.29%) Retail
3 28 (4.63%) Marketing
4 27 (4.46%) Banking
5 23 (3.80%) Advertising
6 17 (2.81%) Telecoms
7 10 (1.65%) Manufacturing
8 8 (1.32%) General Ledger
9 5 (0.83%) Publishing
10 3 (0.50%) Legal
10 3 (0.50%) Spanish Language
11 2 (0.33%) Automotive
11 2 (0.33%) Back Office
11 2 (0.33%) Financial Institution
11 2 (0.33%) Games
11 2 (0.33%) Pharmaceutical
12 1 (0.17%) Electronics
12 1 (0.17%) French Language
12 1 (0.17%) German Language
12 1 (0.17%) Investment Banking
Job Titles
1 224 (37.02%) Developer
2 109 (18.02%) Analyst
2 109 (18.02%) Architect
3 89 (14.71%) Business Intelligence Developer
4 84 (13.88%) Data Architect
5 75 (12.40%) SQL Developer
6 57 (9.42%) DBA
7 42 (6.94%) SQL DBA
8 35 (5.79%) SSIS Developer
9 34 (5.62%) Data Engineer
9 34 (5.62%) Data Warehouse Developer
10 33 (5.45%) Business Intelligence Analyst
11 31 (5.12%) Senior Developer
12 29 (4.79%) Test Analyst
13 28 (4.63%) SQL Server DBA
14 27 (4.46%) Lead Developer
14 27 (4.46%) SSRS Developer
15 25 (4.13%) Enterprise Architect
16 24 (3.97%) Administrator
17 21 (3.47%) Solutions Architect
Libraries, Frameworks & Software Standards
1 56 (9.26%) Web Services
2 55 (9.09%) .NET
3 38 (6.28%) Middleware
4 30 (4.96%) Kafka
5 26 (4.30%) XML
6 24 (3.97%) JSON
7 20 (3.31%) CSS
7 20 (3.31%) HTML
8 19 (3.14%) ASP.NET
8 19 (3.14%) MDX
9 17 (2.81%) WCF
10 13 (2.15%) SOAP
11 12 (1.98%) ASP.NET MVC
11 12 (1.98%) J2EE
11 12 (1.98%) REST
12 11 (1.82%) .NET Framework
12 11 (1.82%) AngularJS
12 11 (1.82%) TensorFlow
13 9 (1.49%) Keras
13 9 (1.49%) MLlib
Miscellaneous
1 98 (16.20%) Analytical Skills
2 43 (7.11%) Management Information System
3 39 (6.45%) Greenfield Project
4 28 (4.63%) Replication
4 28 (4.63%) Social Network
5 26 (4.30%) User Experience
6 23 (3.80%) Clustering
6 23 (3.80%) Data Structures
7 17 (2.81%) HACMP
7 17 (2.81%) Self-Motivation
8 16 (2.64%) N-Tier
9 15 (2.48%) Taxonomies
10 13 (2.15%) Enterprise Software
10 13 (2.15%) Reinsurance
11 12 (1.98%) Data Centre
12 11 (1.82%) NHS
13 8 (1.32%) Pricing Data
13 8 (1.32%) Reference Data
14 7 (1.16%) Driving Licence
15 5 (0.83%) W3C
Operating Systems
1 69 (11.40%) Unix
2 68 (11.24%) Linux
3 43 (7.11%) Windows
4 22 (3.64%) Red Hat Enterprise Linux
4 22 (3.64%) Windows Server
5 17 (2.81%) AIX
6 9 (1.49%) Solaris
7 8 (1.32%) Windows Server 2012
8 6 (0.99%) Windows Server 2008
9 5 (0.83%) Apple iOS
10 1 (0.17%) Windows 7
10 1 (0.17%) Windows XP
Processes & Methodologies
1 359 (59.34%) Business Intelligence
2 265 (43.80%) ETL
3 212 (35.04%) Agile Software Development
4 185 (30.58%) Data Modelling
5 132 (21.82%) Analytics
6 82 (13.55%) Data Integration
7 81 (13.39%) Visualisation
8 75 (12.40%) Data Analysis
9 73 (12.07%) Migration
10 67 (11.07%) Problem-Solving
11 65 (10.74%) Data Architecture
12 56 (9.26%) SDLC
13 55 (9.09%) Scrum
14 49 (8.10%) Data Visualisation
14 49 (8.10%) High Availability
14 49 (8.10%) Test Automation
15 48 (7.93%) Data Analytics
15 48 (7.93%) Mentoring
16 47 (7.77%) Stakeholder Management
17 45 (7.44%) Data Management
Programming Languages
1 392 (64.79%) SQL
2 159 (26.28%) T-SQL
3 73 (12.07%) C#
4 61 (10.08%) PL/SQL
5 60 (9.92%) JavaScript
6 41 (6.78%) Python
7 37 (6.12%) Java
8 28 (4.63%) Shell Script
9 23 (3.80%) PowerShell
10 18 (2.98%) Scala
11 14 (2.31%) R
12 13 (2.15%) Go
13 12 (1.98%) Korn
14 8 (1.32%) HiveQL
15 7 (1.16%) Perl
15 7 (1.16%) VB.NET
16 6 (0.99%) ABAP
16 6 (0.99%) SAS Macro
17 5 (0.83%) U-SQL
17 5 (0.83%) VBA
Qualifications
1 83 (13.72%) Degree
2 16 (2.64%) Master's Degree
3 12 (1.98%) Computer Science Degree
4 11 (1.82%) ISEB
5 4 (0.66%) Security Cleared
5 4 (0.66%) TOGAF Certification
6 2 (0.33%) CCNA
6 2 (0.33%) CCNP
6 2 (0.33%) Cisco Certification
6 2 (0.33%) SAS Certification
6 2 (0.33%) SC Cleared
7 1 (0.17%) ACCA
7 1 (0.17%) CBAP
7 1 (0.17%) CIMA
7 1 (0.17%) DBS Check
7 1 (0.17%) IIBA
7 1 (0.17%) ISTQB
7 1 (0.17%) ISTQB Foundation Certification
7 1 (0.17%) ITIL Certification
7 1 (0.17%) PMI Certification
Quality Assurance & Compliance
1 57 (9.42%) Data Quality
2 52 (8.60%) QA
3 16 (2.64%) GDPR
4 13 (2.15%) PMO
5 8 (1.32%) IFRS
6 6 (0.99%) SLA
7 2 (0.33%) PA-DSS
7 2 (0.33%) PCI DSS
System Software
1 13 (2.15%) Apache Flume
2 10 (1.65%) Veritas Cluster Server
3 8 (1.32%) VMware Infrastructure
4 7 (1.16%) GPFS
4 7 (1.16%) HDFS
5 4 (0.66%) Virtual Machines
6 3 (0.50%) Active Directory
6 3 (0.50%) Docker
7 2 (0.33%) Hyper-V
8 1 (0.17%) Oracle RAC
Systems Management
1 10 (1.65%) Tivoli
1 10 (1.65%) Tivoli Storage Manager
2 9 (1.49%) Hadoop YARN
3 7 (1.16%) Kubernetes
3 7 (1.16%) Microsoft Clustering
4 6 (0.99%) Terraform
5 4 (0.66%) Data Guard
5 4 (0.66%) Kibana
5 4 (0.66%) Oozie
5 4 (0.66%) Opscode Chef
5 4 (0.66%) Puppet
5 4 (0.66%) Rundeck
6 2 (0.33%) Ansible
7 1 (0.17%) Control-M
7 1 (0.17%) Failover Clustering
7 1 (0.17%) NetBackup
7 1 (0.17%) Oracle Enterprise Manager
7 1 (0.17%) Oracle RMAN
7 1 (0.17%) Oracle ZFS
7 1 (0.17%) Unicenter
Vendors
1 171 (28.26%) Microsoft
2 129 (21.32%) Oracle
3 84 (13.88%) Tableau
4 47 (7.77%) SAP
5 35 (5.79%) Informatica
6 29 (4.79%) IBM
7 21 (3.47%) Hortonworks
8 20 (3.31%) Teradata
9 18 (2.98%) Cognos
10 15 (2.48%) Ab Initio
10 15 (2.48%) Red Hat
11 14 (2.31%) Cloudera
12 13 (2.15%) Talend
13 11 (1.82%) Google
14 10 (1.65%) Intel
14 10 (1.65%) Veritas
15 8 (1.32%) VMware
16 7 (1.16%) Databricks
16 7 (1.16%) NetApp
17 6 (0.99%) MicroStrategy