Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 August 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 17 August 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
17 Aug 2019		 Same period 2018 Same period 2017
Rank 181 168 175
Rank change year-on-year -13 +7 -2
Permanent jobs citing Data Warehouse 468 604 548
As % of all permanent IT jobs advertised in the South East 1.78% 2.03% 1.88%
As % of the Database & Business Intelligence category 6.85% 7.05% 6.11%
Number of salaries quoted 382 490 495
South East median annual salary £52,000 £52,500 £50,000
Median salary % change year-on-year -0.95% +5.00% -
10th Percentile £36,350 £35,000 £32,500
90th Percentile £81,125 £75,000 £74,600
England median annual salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00% -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 6,832 8,562 8,969
As % of all permanent IT jobs advertised in the South East 26.05% 28.73% 30.78%
Number of salaries quoted 5,778 7,211 7,742
South East median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £31,000 £30,000 £27,500
90th Percentile £73,750 £68,750 £66,250
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 17 August 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 17 August 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 -13 196 £55,000 +10.00% 40
Berkshire -25 122 £50,000 +2.04% 23
Hampshire +41 100 £50,500 -3.81% 15
Surrey -37 58 £60,000 +9.09% 7
West Sussex 0 52 £50,000 +14.94% 3
Buckinghamshire -6 44 £55,000 +2.33% 10
Kent +38 35 £47,500 -10.38% 5
Oxfordshire +24 30 £60,000 +26.32% 7
East Sussex -22 17 £50,500 -32.67%
Middlesex +10 9 £65,000 +4.00%
Data Warehouse
England

For the 6 months to 17 August 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.

1 307 (65.60%) Business Intelligence
2 299 (63.89%) SQL
3 216 (46.15%) ETL
4 214 (45.73%) Agile Software Development
5 187 (39.96%) SQL Server
6 152 (32.48%) Analytics
7 144 (30.77%) Data Modelling
8 135 (28.85%) Microsoft Azure
9 132 (28.21%) SQL Server Integration Services
10 120 (25.64%) Power BI
10 120 (25.64%) Power Platform
11 112 (23.93%) Finance
12 107 (22.86%) SQL Server Reporting Services
13 105 (22.44%) Microsoft
14 100 (21.37%) Big Data
14 100 (21.37%) Analytical Skills
15 95 (20.30%) Oracle
16 89 (19.02%) T-SQL
17 83 (17.74%) Data Lake
18 74 (15.81%) Data Architecture
19 68 (14.53%) Python
20 67 (14.32%) Degree
21 61 (13.03%) SAP
21 61 (13.03%) Data Management
22 60 (12.82%) SQL Server Analysis Services
22 60 (12.82%) Tableau
22 60 (12.82%) Problem-Solving
23 59 (12.61%) Amazon AWS
24 58 (12.39%) Data Quality
24 58 (12.39%) Project Management

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 40 (8.55%) Apache Spark
2 22 (4.70%) SAS
3 16 (3.42%) Apache
4 15 (3.21%) SharePoint
5 11 (2.35%) Apache Pig
6 6 (1.28%) IIS
7 4 (0.85%) WebLogic
7 4 (0.85%) WordPress
8 3 (0.64%) Apache Airflow
8 3 (0.64%) Apache Solr
9 2 (0.43%) JBoss
9 2 (0.43%) SugarCRM
10 1 (0.21%) CMS
10 1 (0.21%) Elasticsearch
10 1 (0.21%) Luigi
10 1 (0.21%) Umbraco
Applications
1 33 (7.05%) Microsoft Excel
2 19 (4.06%) Microsoft Office
3 5 (1.07%) Microsoft Project
3 5 (1.07%) Spreadsheet
4 4 (0.85%) MS Visio
5 1 (0.21%) Microsoft PowerPoint
Business Applications
1 9 (1.92%) Dynamics CRM
2 6 (1.28%) Dynamics NAV
3 4 (0.85%) SAP ERP
3 4 (0.85%) SAP S/4HANA
4 3 (0.64%) JDE OneWorld
4 3 (0.64%) NetSuite
4 3 (0.64%) SAP Hybris
4 3 (0.64%) SAP Oil and Gas
5 2 (0.43%) Cognos TM1
5 2 (0.43%) Infor M3
5 2 (0.43%) SAP CRM
5 2 (0.43%) SAP HR
6 1 (0.21%) Odoo
6 1 (0.21%) Oracle CRM
6 1 (0.21%) Oracle Financials
6 1 (0.21%) SAP BPC
6 1 (0.21%) SAP Payroll
Cloud Services
1 135 (28.85%) Microsoft Azure
2 120 (25.64%) Power Platform
3 59 (12.61%) Amazon AWS
4 27 (5.77%) Azure Data Factory
5 25 (5.34%) Serverless
6 21 (4.49%) PaaS
7 20 (4.27%) Google Cloud Platform
8 18 (3.85%) Amazon S3
9 14 (2.99%) IaaS
9 14 (2.99%) PowerApps
9 14 (2.99%) SaaS
10 13 (2.78%) Office 365
11 12 (2.56%) Amazon EMR
11 12 (2.56%) Cortana Intelligence Suite
12 11 (2.35%) Azure Functions
13 10 (2.14%) npm
14 7 (1.50%) Amazon EC2
15 5 (1.07%) AWS Lambda
15 5 (1.07%) Dynamics 365
16 3 (0.64%) Boomi
Communications & Networking
1 6 (1.28%) Intranet
2 3 (0.64%) MVNO
3 2 (0.43%) DHCP
3 2 (0.43%) DNS
4 1 (0.21%) Internet
4 1 (0.21%) MQTT
4 1 (0.21%) Wireless
Database & Business Intelligence
1 187 (39.96%) SQL Server
2 132 (28.21%) SQL Server Integration Services
3 120 (25.64%) Power BI
4 107 (22.86%) SQL Server Reporting Services
5 100 (21.37%) Big Data
6 83 (17.74%) Data Lake
7 60 (12.82%) SQL Server Analysis Services
8 54 (11.54%) Azure SQL Data Warehouse
9 52 (11.11%) Relational Database
10 50 (10.68%) BusinessObjects
11 45 (9.62%) Hadoop
12 39 (8.33%) NoSQL
12 39 (8.33%) QlikView
13 28 (5.98%) Azure SQL Database
14 23 (4.91%) Geospatial Data
15 22 (4.70%) Cosmos DB
16 21 (4.49%) Apache Hive
17 20 (4.27%) MySQL
18 19 (4.06%) RDBMS
18 19 (4.06%) SAP HANA
Development Applications
1 24 (5.13%) Git (software)
2 23 (4.91%) Visual Studio
3 18 (3.85%) JIRA
4 11 (2.35%) git-flow
4 11 (2.35%) Team Foundation Server
5 10 (2.14%) Octopus Deploy
5 10 (2.14%) Sinon.JS
5 10 (2.14%) TeamCity
5 10 (2.14%) webpack
6 8 (1.71%) Jenkins
7 6 (1.28%) Maven
8 5 (1.07%) Hudson
9 3 (0.64%) SQL Server Management Studio (SSMS)
9 3 (0.64%) tSQLt
9 3 (0.64%) VSS/SourceSafe
10 2 (0.43%) ER Studio
10 2 (0.43%) Oracle APEX
10 2 (0.43%) SoapUI
10 2 (0.43%) Subversion
10 2 (0.43%) Visual Studio Team System
General
1 112 (23.93%) Finance
2 33 (7.05%) Telecoms
3 20 (4.27%) Marketing
4 13 (2.78%) Retail
5 11 (2.35%) Manufacturing
6 10 (2.14%) Billing
7 6 (1.28%) Legal
8 3 (0.64%) Pharmaceutical
9 2 (0.43%) Electronics
10 1 (0.21%) Advertising
10 1 (0.21%) Aerospace
10 1 (0.21%) Back Office
10 1 (0.21%) Financial Institution
10 1 (0.21%) Games
10 1 (0.21%) General Ledger
10 1 (0.21%) Multimedia
Job Titles
1 160 (34.19%) Developer
2 72 (15.38%) Business Intelligence Developer
3 60 (12.82%) Analyst
3 60 (12.82%) Architect
4 44 (9.40%) Data Architect
5 42 (8.97%) SQL Developer
6 36 (7.69%) Business Intelligence Analyst
7 34 (7.26%) Data Engineer
8 30 (6.41%) Business Intelligence Manager
9 26 (5.56%) SQL BI Developer
10 25 (5.34%) Data Manager
11 23 (4.91%) Data Warehouse Developer
12 21 (4.49%) Business Manager
12 21 (4.49%) SSIS Developer
13 19 (4.06%) DBA
14 18 (3.85%) Administrator
15 16 (3.42%) Enterprise Architect
16 15 (3.21%) Data Analyst
16 15 (3.21%) Development Manager
16 15 (3.21%) ETL Developer
Libraries, Frameworks & Software Standards
1 31 (6.62%) .NET
2 25 (5.34%) Kafka
3 14 (2.99%) Apache NiFi
3 14 (2.99%) MDX
4 13 (2.78%) .NET Framework
5 12 (2.56%) Middleware
6 11 (2.35%) React
6 11 (2.35%) XML
7 10 (2.14%) Jest
7 10 (2.14%) Web Services
8 9 (1.92%) JSON
9 8 (1.71%) J2EE
10 7 (1.50%) ASP.NET
10 7 (1.50%) Spark Streaming
11 5 (1.07%) ASP.NET Web API
12 4 (0.85%) ASP.NET MVC
12 4 (0.85%) EDI
13 3 (0.64%) Ajax
13 3 (0.64%) Entity Framework
13 3 (0.64%) SignalR
Miscellaneous
1 100 (21.37%) Analytical Skills
2 50 (10.68%) Management Information System
3 19 (4.06%) User Experience
4 17 (3.63%) Greenfield Project
5 13 (2.78%) Data Structures
5 13 (2.78%) Self-Motivation
6 12 (2.56%) Data Centre
7 10 (2.14%) Taxonomies
8 9 (1.92%) Mainframe
8 9 (1.92%) NHS
8 9 (1.92%) Replication
9 7 (1.50%) Algorithms
9 7 (1.50%) Data Protection Act
9 7 (1.50%) Enterprise Software
9 7 (1.50%) FMCG
10 6 (1.28%) Client/Server
11 5 (1.07%) Reference Data
12 3 (0.64%) Life Science
13 2 (0.43%) N-Tier
13 2 (0.43%) Social Network
Operating Systems
1 18 (3.85%) Unix
2 14 (2.99%) Windows
3 13 (2.78%) Linux
4 4 (0.85%) Solaris
4 4 (0.85%) Windows Server
5 2 (0.43%) Oracle Linux
5 2 (0.43%) Red Hat Enterprise Linux
5 2 (0.43%) Windows 8
5 2 (0.43%) Windows Server 2008
5 2 (0.43%) Windows Server 2012
5 2 (0.43%) Windows XP
Processes & Methodologies
1 307 (65.60%) Business Intelligence
2 216 (46.15%) ETL
3 214 (45.73%) Agile Software Development
4 152 (32.48%) Analytics
5 144 (30.77%) Data Modelling
6 74 (15.81%) Data Architecture
7 61 (13.03%) Data Management
8 60 (12.82%) Problem-Solving
9 58 (12.39%) Project Management
10 55 (11.75%) Data Integration
11 54 (11.54%) Visualisation
12 47 (10.04%) DevOps
13 45 (9.62%) Migration
14 43 (9.19%) Scrum
15 42 (8.97%) Waterfall
16 41 (8.76%) Computer Science
16 41 (8.76%) Data Visualisation
17 39 (8.33%) Data Analytics
18 37 (7.91%) Data Science
19 33 (7.05%) Data Migration
Programming Languages
1 299 (63.89%) SQL
2 89 (19.02%) T-SQL
3 68 (14.53%) Python
4 52 (11.11%) C#
5 32 (6.84%) PowerShell
6 31 (6.62%) Java
7 25 (5.34%) Data Analysis Expressions (DAX)
8 20 (4.27%) R
8 20 (4.27%) Scala
9 16 (3.42%) PL/SQL
10 14 (2.99%) JavaScript
11 10 (2.14%) VBA
12 8 (1.71%) C
13 7 (1.50%) VB.NET
14 5 (1.07%) Perl
15 4 (0.85%) Bash Shell
15 4 (0.85%) C++
15 4 (0.85%) PHP
15 4 (0.85%) SAS Macro
16 2 (0.43%) AWK
Qualifications
1 67 (14.32%) Degree
2 16 (3.42%) Computer Science Degree
3 10 (2.14%) Master's Degree
4 6 (1.28%) AWS Certification
5 4 (0.85%) Microsoft Certification
5 4 (0.85%) SC Cleared
5 4 (0.85%) Security Cleared
5 4 (0.85%) TOGAF Certification
6 3 (0.64%) PMI Certification
7 2 (0.43%) DBS Check
7 2 (0.43%) ISEB
7 2 (0.43%) ISTQB
7 2 (0.43%) PMP
8 1 (0.21%) Sun Certification
Quality Assurance & Compliance
1 58 (12.39%) Data Quality
2 19 (4.06%) QA
3 12 (2.56%) SLA
4 7 (1.50%) GDPR
5 5 (1.07%) ISO/IEC 27001
5 5 (1.07%) PMO
6 2 (0.43%) COBIT
System Software
1 7 (1.50%) Docker
2 5 (1.07%) VMware Infrastructure
3 4 (0.85%) Active Directory
3 4 (0.85%) Apache Flume
4 3 (0.64%) HDFS
5 2 (0.43%) Hyper-V
5 2 (0.43%) Virtual Machines
6 1 (0.21%) Citrix Hypervisor
6 1 (0.21%) XenDesktop
Systems Management
1 12 (2.56%) Opscode Chef
1 12 (2.56%) Puppet
1 12 (2.56%) Terraform
2 10 (2.14%) Hadoop YARN
3 8 (1.71%) AirWatch
3 8 (1.71%) Netcool
4 7 (1.50%) Kubernetes
5 3 (0.64%) Chukwa
5 3 (0.64%) Oracle RMAN
5 3 (0.64%) ZABBIX
6 2 (0.43%) BMC PATROL
6 2 (0.43%) HP Quality Center
6 2 (0.43%) Oracle Enterprise Manager
7 1 (0.21%) SCCM
Vendors
1 105 (22.44%) Microsoft
2 95 (20.30%) Oracle
3 61 (13.03%) SAP
4 60 (12.82%) Tableau
5 45 (9.62%) Informatica
6 28 (5.98%) Databricks
7 19 (4.06%) Cognos
8 12 (2.56%) Google
9 10 (2.14%) Remedy
10 9 (1.92%) Pega
10 9 (1.92%) Talend
11 8 (1.71%) Aprimo
11 8 (1.71%) Teradata
12 6 (1.28%) Ab Initio
12 6 (1.28%) Hortonworks
12 6 (1.28%) IBM
12 6 (1.28%) JD Edwards
12 6 (1.28%) VMware
13 5 (1.07%) Salesforce.com
13 5 (1.07%) Vertica