Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 April 2019

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 24 April 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
24 Apr 2019		 Same period 2018 Same period 2017
Rank 156 181 165
Rank change year-on-year +25 -16 -17
Permanent jobs citing Data Warehouse 521 567 594
As % of all permanent IT jobs advertised in the South East 1.96% 1.79% 2.00%
As % of the Database & Business Intelligence category 7.13% 5.80% 6.78%
Number of salaries quoted 428 475 556
South East median annual salary £53,500 £50,000 £50,000
Median salary % change year-on-year +7.00% - +9.89%
10th Percentile £35,000 £31,250 £32,500
90th Percentile £87,500 £67,500 £71,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 7,307 9,772 8,762
As % of all permanent IT jobs advertised in the South East 27.50% 30.84% 29.45%
Number of salaries quoted 6,103 8,403 7,588
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £28,250 £27,500
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% -

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 24 April 2019.

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 24 April 2019. 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 -11 175 £55,000 +10.00% 12
Surrey +30 123 £64,000 +28.00% 7
Berkshire +32 119 £52,500 +5.00% 7
Hampshire +45 114 £52,500 +23.53% 13
West Sussex +11 62 £52,000 -4.59% 3
Buckinghamshire -32 35 £52,000 - 4
East Sussex -14 27 £53,500 -14.40% 2
Oxfordshire +12 21 £70,000 +47.37% 1
Kent +25 18 £40,000 +66.67% 6
Home Counties - 1 £50,000 -
Data Warehouse
England

For the 6 months to 24 April 2019, 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.

1 323 (62.00%) SQL
2 317 (60.84%) Business Intelligence
3 250 (47.98%) Agile Software Development
4 232 (44.53%) ETL
5 188 (36.08%) SQL Server
6 168 (32.25%) Data Modelling
7 158 (30.33%) Analytics
8 144 (27.64%) Oracle
9 137 (26.30%) SQL Server Integration Services
10 136 (26.10%) Finance
11 123 (23.61%) SQL Server Reporting Services
12 114 (21.88%) Microsoft
13 103 (19.77%) Power BI
14 102 (19.58%) T-SQL
15 98 (18.81%) Big Data
16 97 (18.62%) Degree
17 94 (18.04%) Microsoft Azure
18 90 (17.27%) Data Quality
18 90 (17.27%) Migration
19 88 (16.89%) Data Architecture
20 86 (16.51%) BusinessObjects
21 81 (15.55%) Tableau
22 80 (15.36%) Analytical Skills
23 79 (15.16%) SAP
24 77 (14.78%) Visualisation
24 77 (14.78%) Data Lake
25 73 (14.01%) Relational Database
26 70 (13.44%) Data Migration
27 62 (11.90%) Project Management
27 62 (11.90%) QlikView

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 49 (9.40%) SAS
2 33 (6.33%) Apache Spark
3 26 (4.99%) SharePoint
4 20 (3.84%) IIS
5 16 (3.07%) WebLogic
6 12 (2.30%) Apache
7 8 (1.54%) Apache Pig
8 4 (0.77%) BizTalk Server
9 3 (0.58%) Apache Solr
9 3 (0.58%) Elasticsearch
9 3 (0.58%) Oracle SOA Suite
10 1 (0.19%) Apache Airflow
10 1 (0.19%) CMS
10 1 (0.19%) Confluence
10 1 (0.19%) Documentum
10 1 (0.19%) FileNet
10 1 (0.19%) JBoss
10 1 (0.19%) Luigi
10 1 (0.19%) Umbraco
Applications
1 42 (8.06%) Microsoft Excel
2 25 (4.80%) Microsoft Office
3 19 (3.65%) Microsoft Project
4 13 (2.50%) Microsoft PowerPoint
5 4 (0.77%) Adobe After Effects
5 4 (0.77%) Adobe Illustrator
5 4 (0.77%) MS Visio
Business Applications
1 10 (1.92%) SAP BPC
2 7 (1.34%) SAP S/4HANA
3 6 (1.15%) Dynamics CRM
4 3 (0.58%) Cognos TM1
5 1 (0.19%) Cognos Business Intelligence
5 1 (0.19%) Infor M3
5 1 (0.19%) Oracle CRM
5 1 (0.19%) Oracle ERP
5 1 (0.19%) Oracle Financials
5 1 (0.19%) Oracle Payables
5 1 (0.19%) Oracle Subledger Accounting
5 1 (0.19%) SAP Bank Analyzer
5 1 (0.19%) SAP CO
5 1 (0.19%) SAP CRM
5 1 (0.19%) SAP FI
5 1 (0.19%) SAP FI/CO
5 1 (0.19%) SAP FS
5 1 (0.19%) SAP MDG
5 1 (0.19%) SAP MDM
Cloud Services
1 94 (18.04%) Microsoft Azure
2 53 (10.17%) Amazon AWS
3 21 (4.03%) PaaS
4 16 (3.07%) Azure Data Factory
5 15 (2.88%) SaaS
6 13 (2.50%) Serverless
7 12 (2.30%) Google Cloud Platform
8 9 (1.73%) Cortana Intelligence Suite
9 8 (1.54%) Amazon S3
9 8 (1.54%) Azure Functions
9 8 (1.54%) IaaS
10 4 (0.77%) Apigee
11 3 (0.58%) Amazon EMR
11 3 (0.58%) Azure Machine Learning
12 2 (0.38%) AWS Lambda
12 2 (0.38%) npm
13 1 (0.19%) Amazon Kinesis
13 1 (0.19%) AWS CloudFormation
13 1 (0.19%) Azure Active Directory
13 1 (0.19%) Data Lake Analytics
Communications & Networking
1 18 (3.45%) Internet
2 8 (1.54%) Firewall
3 6 (1.15%) Intranet
4 5 (0.96%) Skype
5 4 (0.77%) TCP/IP
6 2 (0.38%) Extranet
6 2 (0.38%) MVNO
7 1 (0.19%) MQTT
Database & Business Intelligence
1 188 (36.08%) SQL Server
2 137 (26.30%) SQL Server Integration Services
3 123 (23.61%) SQL Server Reporting Services
4 103 (19.77%) Power BI
5 98 (18.81%) Big Data
6 86 (16.51%) BusinessObjects
7 77 (14.78%) Data Lake
8 73 (14.01%) Relational Database
9 62 (11.90%) QlikView
10 57 (10.94%) SQL Server Analysis Services
11 44 (8.45%) Hadoop
11 44 (8.45%) Oracle Database
12 37 (7.10%) NoSQL
13 36 (6.91%) SAP BW
14 29 (5.57%) SAP HANA
15 27 (5.18%) Azure SQL Data Warehouse
16 24 (4.61%) Azure SQL Database
17 23 (4.41%) OLAP
17 23 (4.41%) RDBMS
17 23 (4.41%) SQL Server 2012
Development Applications
1 25 (4.80%) Visual Studio
2 19 (3.65%) JIRA
3 13 (2.50%) Git (software)
4 12 (2.30%) Team Foundation Server
5 10 (1.92%) SQL Server Management Studio (SSMS)
6 8 (1.54%) SoapUI
7 7 (1.34%) Jenkins
8 5 (0.96%) Subversion
8 5 (0.96%) Toad
9 4 (0.77%) NUnit
10 3 (0.58%) Hudson
10 3 (0.58%) TortoiseSVN
10 3 (0.58%) tSQLt
11 2 (0.38%) ERwin
11 2 (0.38%) git-flow
11 2 (0.38%) Octopus Deploy
11 2 (0.38%) Oracle APEX
11 2 (0.38%) Selenium
11 2 (0.38%) Sinon.JS
11 2 (0.38%) webpack
General
1 136 (26.10%) Finance
2 33 (6.33%) Marketing
3 26 (4.99%) Telecoms
4 17 (3.26%) Legal
5 12 (2.30%) Retail
6 6 (1.15%) Banking
7 5 (0.96%) Pharmaceutical
8 4 (0.77%) Financial Institution
8 4 (0.77%) Games
9 3 (0.58%) Advertising
9 3 (0.58%) Back Office
9 3 (0.58%) Manufacturing
9 3 (0.58%) Spanish Language
10 1 (0.19%) Billing
10 1 (0.19%) General Ledger
10 1 (0.19%) Publishing
Job Titles
1 169 (32.44%) Developer
2 87 (16.70%) Architect
3 72 (13.82%) Business Intelligence Developer
4 66 (12.67%) Analyst
5 57 (10.94%) Data Architect
5 57 (10.94%) SQL Developer
6 44 (8.45%) Enterprise Architect
7 42 (8.06%) Data Manager
8 31 (5.95%) DBA
8 31 (5.95%) Senior Architect
9 28 (5.37%) Administrator
9 28 (5.37%) Business Intelligence Manager
9 28 (5.37%) SQL BI Developer
10 27 (5.18%) Data Warehouse Developer
11 26 (4.99%) Business Intelligence Analyst
12 25 (4.80%) Data Engineer
13 23 (4.41%) Enterprise Data Architect
14 21 (4.03%) Senior Enterprise Architect
15 19 (3.65%) Report Developer
15 19 (3.65%) SSIS Developer
Libraries, Frameworks & Software Standards
1 21 (4.03%) Web Services
2 20 (3.84%) XML
3 19 (3.65%) .NET
3 19 (3.65%) Middleware
4 15 (2.88%) Kafka
5 12 (2.30%) MDX
6 11 (2.11%) CSS
6 11 (2.11%) HTML
7 10 (1.92%) Apache NiFi
8 8 (1.54%) Apache Tez
9 7 (1.34%) ASP.NET
10 6 (1.15%) JSON
11 5 (0.96%) .NET Framework
11 5 (0.96%) ADO.NET
11 5 (0.96%) ASP.NET MVC
11 5 (0.96%) SOAP
11 5 (0.96%) WCF
12 4 (0.77%) ASP.NET MVC 3
12 4 (0.77%) ASP.NET Web API
12 4 (0.77%) HTML5
Miscellaneous
1 80 (15.36%) Analytical Skills
2 42 (8.06%) Management Information System
3 32 (6.14%) User Experience
4 23 (4.41%) Data Structures
5 18 (3.45%) Greenfield Project
5 18 (3.45%) Replication
6 17 (3.26%) Taxonomies
7 14 (2.69%) Self-Motivation
8 12 (2.30%) N-Tier
9 10 (1.92%) Data Protection Act
9 10 (1.92%) NHS
10 9 (1.73%) Client/Server
11 8 (1.54%) Clustering
11 8 (1.54%) Data Centre
11 8 (1.54%) Pricing Data
11 8 (1.54%) Social Network
12 6 (1.15%) Mainframe
13 5 (0.96%) HACMP
13 5 (0.96%) Mobile App
13 5 (0.96%) Reference Data
Operating Systems
1 21 (4.03%) Solaris
1 21 (4.03%) Unix
2 19 (3.65%) Linux
3 14 (2.69%) Windows
4 5 (0.96%) AIX
4 5 (0.96%) Red Hat Enterprise Linux
4 5 (0.96%) Windows Server
Processes & Methodologies
1 317 (60.84%) Business Intelligence
2 250 (47.98%) Agile Software Development
3 232 (44.53%) ETL
4 168 (32.25%) Data Modelling
5 158 (30.33%) Analytics
6 90 (17.27%) Migration
7 88 (16.89%) Data Architecture
8 77 (14.78%) Visualisation
9 70 (13.44%) Data Migration
10 62 (11.90%) Project Management
11 59 (11.32%) Data Integration
11 59 (11.32%) Data Management
12 55 (10.56%) Data Development
13 54 (10.36%) Data Strategy
14 53 (10.17%) Computer Science
15 51 (9.79%) Data Visualisation
16 47 (9.02%) Problem-Solving
17 46 (8.83%) Decision-Making
18 45 (8.64%) Waterfall
19 43 (8.25%) Data Science
Programming Languages
1 323 (62.00%) SQL
2 102 (19.58%) T-SQL
3 52 (9.98%) C#
4 51 (9.79%) Python
5 33 (6.33%) Java
6 28 (5.37%) PowerShell
7 27 (5.18%) R
8 25 (4.80%) PL/SQL
9 24 (4.61%) JavaScript
10 16 (3.07%) SAS Macro
11 15 (2.88%) Scala
12 12 (2.30%) VBA
13 8 (1.54%) Data Analysis Expressions (DAX)
13 8 (1.54%) HiveQL
13 8 (1.54%) PHP
14 5 (0.96%) Perl
15 4 (0.77%) Bash Shell
15 4 (0.77%) MATLAB
15 4 (0.77%) VB
16 3 (0.58%) VB.NET
Qualifications
1 97 (18.62%) Degree
2 24 (4.61%) Computer Science Degree
3 23 (4.41%) TOGAF Certification
4 20 (3.84%) Master's Degree
5 8 (1.54%) ISEB
6 5 (0.96%) ISTQB
7 4 (0.77%) Microsoft Certification
8 2 (0.38%) PhD
8 2 (0.38%) SC Cleared
8 2 (0.38%) Security Cleared
9 1 (0.19%) Numerate Degree
Quality Assurance & Compliance
1 90 (17.27%) Data Quality
2 26 (4.99%) QA
3 19 (3.65%) GDPR
4 7 (1.34%) SLA
5 4 (0.77%) PMO
6 3 (0.58%) PA-DSS
6 3 (0.58%) PCI DSS
7 1 (0.19%) COBIT
7 1 (0.19%) IFRS
System Software
1 12 (2.30%) VMware Infrastructure
2 5 (0.96%) GPFS
3 3 (0.58%) Apache Flume
4 2 (0.38%) Docker
4 2 (0.38%) HDFS
4 2 (0.38%) Virtual Machines
5 1 (0.19%) Active Directory
Systems Management
1 10 (1.92%) Oracle RMAN
2 9 (1.73%) Opscode Chef
2 9 (1.73%) Puppet
2 9 (1.73%) Terraform
3 5 (0.96%) HP Quality Center
4 4 (0.77%) Control-M
4 4 (0.77%) Nagios
5 3 (0.58%) Hadoop YARN
5 3 (0.58%) ZABBIX
6 2 (0.38%) BMC PATROL
6 2 (0.38%) Chukwa
6 2 (0.38%) SQL Sentry
7 1 (0.19%) Kubernetes
7 1 (0.19%) WSUS
Vendors
1 144 (27.64%) Oracle
2 114 (21.88%) Microsoft
3 81 (15.55%) Tableau
4 79 (15.16%) SAP
5 34 (6.53%) Cognos
6 31 (5.95%) Informatica
7 19 (3.65%) Teradata
8 14 (2.69%) Databricks
9 13 (2.50%) Google
10 12 (2.30%) Ab Initio
10 12 (2.30%) VMware
11 9 (1.73%) IBM
12 8 (1.54%) Intel
12 8 (1.54%) Vertica
13 7 (1.34%) Aprimo
13 7 (1.34%) Pega
13 7 (1.34%) Talend
14 6 (1.15%) Hortonworks
15 5 (0.96%) NetApp
15 5 (0.96%) Remedy