Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 166 174 166
Rank change year-on-year +8 -8 -51
Permanent jobs citing Data Warehouse 598 549 761
As % of all permanent IT jobs advertised in the South East 2.02% 1.87% 2.06%
As % of the Database & Business Intelligence category 7.05% 6.10% 6.69%
Number of salaries quoted 485 497 667
South East median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +11.11%
10th Percentile £35,000 £32,500 £34,500
90th Percentile £75,000 £74,400 £75,000
England median annual salary £54,000 £50,000 £52,500
% change year-on-year +8.00% -4.76% +1.94%

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 8,484 9,004 11,368
As % of all permanent IT jobs advertised in the South East 28.68% 30.70% 30.80%
Number of salaries quoted 7,144 7,768 10,062
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £68,750 £66,250 £65,000
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 19 August 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 19 August 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 +54 282 £50,000 -9.09% 32
Berkshire +57 168 £49,000 -10.91% 17
Surrey -10 135 £55,000 +4.76% 11
Buckinghamshire +6 72 £53,750 -2.27% 7
Hampshire -14 63 £52,500 +31.25% 7
East Sussex +12 57 £75,000 +50.00% 3
West Sussex +12 47 £43,500 -27.50% 4
Oxfordshire +16 42 £47,500 - 8
Kent -9 7 £53,000 +24.71% 2
Sussex - 5 £95,000 -
Middlesex +10 1 £62,500 +23.76% 2
Data Warehouse
England

For the 6 months to 19 August 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 (63.04%) SQL
2 337 (56.35%) Business Intelligence
3 253 (42.31%) Agile Software Development
4 251 (41.97%) ETL
5 239 (39.97%) SQL Server
6 218 (36.45%) SQL Server Integration Services
7 213 (35.62%) SQL Server Reporting Services
8 180 (30.10%) Finance
9 169 (28.26%) Microsoft
10 159 (26.59%) T-SQL
11 145 (24.25%) SQL Server Analysis Services
12 136 (22.74%) Data Modelling
13 135 (22.58%) Analytics
14 126 (21.07%) Power BI
15 123 (20.57%) Oracle
16 105 (17.56%) Big Data
17 91 (15.22%) Data Analysis
18 86 (14.38%) Migration
19 78 (13.04%) Analytical Skills
20 75 (12.54%) Data Integration
21 73 (12.21%) Microsoft Azure
21 73 (12.21%) Tableau
22 72 (12.04%) Problem-Solving
22 72 (12.04%) Visualisation
22 72 (12.04%) Degree
22 72 (12.04%) Java
23 71 (11.87%) PL/SQL
23 71 (11.87%) Linux
23 71 (11.87%) Performance Tuning
23 71 (11.87%) Relational Database

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 31 (5.18%) SAS
2 17 (2.84%) Apache Spark
3 15 (2.51%) SharePoint
4 8 (1.34%) Oracle Application Server
5 7 (1.17%) Apache
6 6 (1.00%) BizTalk Server
6 6 (1.00%) OpenStack
7 5 (0.84%) CMS
8 4 (0.67%) Apache Airflow
8 4 (0.67%) Apache Solr
8 4 (0.67%) Drupal
8 4 (0.67%) Hyperledger
8 4 (0.67%) JBoss
9 3 (0.50%) Apache Pig
10 2 (0.33%) Jupyter
10 2 (0.33%) SugarCRM
11 1 (0.17%) MS Exchange
11 1 (0.17%) Oracle SOA Suite
11 1 (0.17%) Umbraco
Applications
1 54 (9.03%) Microsoft Excel
2 13 (2.17%) MS Visio
3 8 (1.34%) Microsoft PowerPoint
4 4 (0.67%) Spreadsheet
5 1 (0.17%) Adobe Illustrator
5 1 (0.17%) InfoPath
5 1 (0.17%) Microsoft Office
5 1 (0.17%) Microsoft Project
5 1 (0.17%) Photoshop
Business Applications
1 12 (2.01%) Dynamics CRM
2 8 (1.34%) SAP S/4HANA
3 4 (0.67%) Dynamics NAV
3 4 (0.67%) SAP CO
3 4 (0.67%) SAP FI
3 4 (0.67%) SAP FI/CO
4 3 (0.50%) Cognos Business Intelligence
4 3 (0.50%) Dynamics AX
4 3 (0.50%) Remedy ITSM
4 3 (0.50%) SAP ERP
5 2 (0.33%) Maximo
5 2 (0.33%) NetSuite
6 1 (0.17%) Adobe Campaign
6 1 (0.17%) Infor M3
6 1 (0.17%) Magento
6 1 (0.17%) Salesforce.com CRM
Cloud Services
1 73 (12.21%) Microsoft Azure
2 47 (7.86%) Amazon AWS
3 14 (2.34%) Office 365
4 13 (2.17%) Amazon Kinesis
4 13 (2.17%) PaaS
5 12 (2.01%) Amazon S3
6 11 (1.84%) Azure Data Factory
7 10 (1.67%) Dynamics 365
8 7 (1.17%) Cloud Computing
9 6 (1.00%) Amazon ElastiCache
9 6 (1.00%) Amazon SQS
10 5 (0.84%) Azure Functions
10 5 (0.84%) SaaS
10 5 (0.84%) Serverless
11 4 (0.67%) Amazon CloudWatch
11 4 (0.67%) Amazon EMR
11 4 (0.67%) AWS CloudTrail
11 4 (0.67%) Cortana Intelligence Suite
11 4 (0.67%) GitHub
12 3 (0.50%) Azure Machine Learning
Communications & Networking
1 25 (4.18%) Internet
2 11 (1.84%) DHCP
2 11 (1.84%) DNS
3 9 (1.51%) SAN
4 6 (1.00%) AMQP
4 6 (1.00%) Firewall
5 5 (0.84%) SMS
5 5 (0.84%) TCP/IP
6 4 (0.67%) ICMP
6 4 (0.67%) LAN
6 4 (0.67%) OSPF
6 4 (0.67%) SNMP
6 4 (0.67%) VoIP
6 4 (0.67%) WAN
6 4 (0.67%) Wireless
7 2 (0.33%) LTE
7 2 (0.33%) Network Security
8 1 (0.17%) Extranet
8 1 (0.17%) Intranet
Database & Business Intelligence
1 239 (39.97%) SQL Server
2 218 (36.45%) SQL Server Integration Services
3 213 (35.62%) SQL Server Reporting Services
4 145 (24.25%) SQL Server Analysis Services
5 126 (21.07%) Power BI
6 105 (17.56%) Big Data
7 71 (11.87%) Relational Database
8 70 (11.71%) Hadoop
9 45 (7.53%) OLAP
10 43 (7.19%) Apache Hive
10 43 (7.19%) PostgreSQL
10 43 (7.19%) QlikView
11 42 (7.02%) BusinessObjects
12 41 (6.86%) Data Lake
13 37 (6.19%) Sqoop
14 36 (6.02%) SQL Server 2012
15 35 (5.85%) Impala
16 32 (5.35%) NoSQL
17 30 (5.02%) SQL Server 2008
18 29 (4.85%) Star Schema
Development Applications
1 49 (8.19%) Git (software)
2 47 (7.86%) Jenkins
3 39 (6.52%) TeamCity
4 18 (3.01%) SoapUI
5 17 (2.84%) JUnit
6 15 (2.51%) Toad
6 15 (2.51%) Visual Studio
7 14 (2.34%) JIRA
7 14 (2.34%) SQL Server Management Studio (SSMS)
8 12 (2.01%) ERwin
9 10 (1.67%) SpecFlow
10 9 (1.51%) Subversion
11 7 (1.17%) PowerBuilder
12 6 (1.00%) Cucumber
12 6 (1.00%) Gatling
12 6 (1.00%) JMeter
12 6 (1.00%) Oracle Forms
12 6 (1.00%) Team Foundation Server
13 5 (0.84%) Bitbucket
14 4 (0.67%) WebDriver
General
1 180 (30.10%) Finance
2 43 (7.19%) Retail
3 40 (6.69%) Marketing
4 36 (6.02%) Banking
5 24 (4.01%) Advertising
6 11 (1.84%) Manufacturing
7 8 (1.34%) Electronics
8 7 (1.17%) Publishing
8 7 (1.17%) Telecoms
9 6 (1.00%) Billing
10 5 (0.84%) Legal
11 4 (0.67%) Pharmaceutical
12 3 (0.50%) French Language
12 3 (0.50%) Games
12 3 (0.50%) German Language
13 2 (0.33%) Back Office
13 2 (0.33%) Dutch Language
13 2 (0.33%) Italian Language
14 1 (0.17%) General Ledger
14 1 (0.17%) Investment Banking
Job Titles
1 237 (39.63%) Developer
2 113 (18.90%) SQL Developer
3 108 (18.06%) Analyst
4 84 (14.05%) Business Intelligence Developer
5 80 (13.38%) Architect
6 57 (9.53%) Data Architect
7 53 (8.86%) Data Warehouse Developer
8 51 (8.53%) Data Engineer
9 48 (8.03%) DBA
10 45 (7.53%) Business Intelligence Analyst
11 44 (7.36%) SSIS Developer
12 41 (6.86%) Big Data Engineer
13 40 (6.69%) SSRS Developer
14 36 (6.02%) Hadoop Engineer
15 35 (5.85%) Senior Developer
16 34 (5.69%) SQL Server Developer
17 32 (5.35%) Data Analyst
18 26 (4.35%) Senior Analyst
19 25 (4.18%) SQL DBA
19 25 (4.18%) Test Analyst
Libraries, Frameworks & Software Standards
1 57 (9.53%) .NET
2 47 (7.86%) Web Services
3 46 (7.69%) Kafka
4 35 (5.85%) TensorFlow
5 34 (5.69%) Keras
5 34 (5.69%) MLlib
6 24 (4.01%) JSON
7 21 (3.51%) Middleware
7 21 (3.51%) XML
8 18 (3.01%) REST
9 16 (2.68%) AngularJS
10 15 (2.51%) J2EE
11 14 (2.34%) MDX
12 10 (1.67%) CSS
12 10 (1.67%) HTML
12 10 (1.67%) Spring
13 8 (1.34%) ASP.NET
13 8 (1.34%) RESTful
14 7 (1.17%) React
15 6 (1.00%) NumPy
Miscellaneous
1 78 (13.04%) Analytical Skills
2 46 (7.69%) Greenfield Project
3 35 (5.85%) User Experience
4 23 (3.85%) Management Information System
5 21 (3.51%) Clustering
6 18 (3.01%) Replication
7 17 (2.84%) Enterprise Software
7 17 (2.84%) NHS
7 17 (2.84%) Social Network
8 15 (2.51%) Computer Science
9 13 (2.17%) Data Structures
10 11 (1.84%) Self-Motivation
11 9 (1.51%) Driving Licence
11 9 (1.51%) Fintech
12 6 (1.00%) HACMP
13 5 (0.84%) Algorithms
13 5 (0.84%) Data Centre
14 3 (0.50%) CMDB
14 3 (0.50%) Reinsurance
15 2 (0.33%) Taxonomies
Operating Systems
1 71 (11.87%) Linux
2 47 (7.86%) Unix
3 28 (4.68%) Windows
4 13 (2.17%) AIX
4 13 (2.17%) Windows Server
5 8 (1.34%) Windows Server 2008
6 7 (1.17%) Red Hat Enterprise Linux
7 6 (1.00%) Apple iOS
7 6 (1.00%) Windows XP
8 5 (0.84%) Windows 8
8 5 (0.84%) Windows Server 2012
9 2 (0.33%) Mac OS X
9 2 (0.33%) Solaris
10 1 (0.17%) Windows 7
Processes & Methodologies
1 337 (56.35%) Business Intelligence
2 253 (42.31%) Agile Software Development
3 251 (41.97%) ETL
4 136 (22.74%) Data Modelling
5 135 (22.58%) Analytics
6 91 (15.22%) Data Analysis
7 86 (14.38%) Migration
8 75 (12.54%) Data Integration
9 72 (12.04%) Problem-Solving
9 72 (12.04%) Visualisation
10 71 (11.87%) Performance Tuning
11 68 (11.37%) Continuous Integration
12 61 (10.20%) Machine Learning
13 56 (9.36%) Scrum
14 54 (9.03%) Data Visualisation
15 51 (8.53%) Kimball Methodology
16 49 (8.19%) Data Science
17 48 (8.03%) Data Architecture
17 48 (8.03%) SDLC
17 48 (8.03%) Test Automation
Programming Languages
1 377 (63.04%) SQL
2 159 (26.59%) T-SQL
3 72 (12.04%) Java
4 71 (11.87%) PL/SQL
5 65 (10.87%) Python
6 61 (10.20%) C#
7 51 (8.53%) Shell Script
8 49 (8.19%) JavaScript
9 39 (6.52%) Go
10 38 (6.35%) Scala
11 27 (4.52%) PowerShell
12 13 (2.17%) R
13 9 (1.51%) Data Analysis Expressions (DAX)
14 7 (1.17%) Korn
15 6 (1.00%) Bash Shell
15 6 (1.00%) Java 8
16 5 (0.84%) C
16 5 (0.84%) PHP
16 5 (0.84%) VB
17 4 (0.67%) Perl
Qualifications
1 72 (12.04%) Degree
2 12 (2.01%) Master's Degree
3 11 (1.84%) MCSE
3 11 (1.84%) Microsoft Certification
4 7 (1.17%) Numerate Degree
5 6 (1.00%) Computer Science Degree
5 6 (1.00%) Security Cleared
6 5 (0.84%) SC Cleared
7 4 (0.67%) DBS Check
8 3 (0.50%) ISEB
8 3 (0.50%) ISTQB
8 3 (0.50%) ISTQB Foundation Certification
8 3 (0.50%) MCP
8 3 (0.50%) MCSA
8 3 (0.50%) SAS Certification
9 2 (0.33%) CCNA
9 2 (0.33%) Cisco Certification
9 2 (0.33%) OCP
9 2 (0.33%) PhD
9 2 (0.33%) Postgraduate
Quality Assurance & Compliance
1 54 (9.03%) Data Quality
2 42 (7.02%) QA
3 12 (2.01%) PMO
4 7 (1.17%) GDPR
5 4 (0.67%) SLA
6 1 (0.17%) COBIT
System Software
1 35 (5.85%) Apache Flume
2 13 (2.17%) HDFS
3 9 (1.51%) Active Directory
4 7 (1.17%) VMware Infrastructure
5 5 (0.84%) Hyper-V
5 5 (0.84%) Veritas Cluster Server
6 4 (0.67%) Docker
7 1 (0.17%) GPFS
7 1 (0.17%) Oracle RAC
Systems Management
1 37 (6.19%) Hadoop YARN
2 10 (1.67%) Data Guard
3 9 (1.51%) Terraform
4 7 (1.17%) Tivoli
5 6 (1.00%) Ansible
5 6 (1.00%) Galera Cluster
6 5 (0.84%) Kubernetes
6 5 (0.84%) Tivoli Storage Manager
7 4 (0.67%) Systems Management Server (SMS)
8 3 (0.50%) Failover Clustering
8 3 (0.50%) Opscode Chef
8 3 (0.50%) Puppet
9 2 (0.33%) HP SiteScope
9 2 (0.33%) Microsoft Clustering
9 2 (0.33%) Nagios
9 2 (0.33%) OpenView
10 1 (0.17%) Control-M
10 1 (0.17%) Oracle Enterprise Manager
10 1 (0.17%) Oracle ZFS
10 1 (0.17%) Unicenter
Vendors
1 169 (28.26%) Microsoft
2 123 (20.57%) Oracle
3 73 (12.21%) Tableau
4 37 (6.19%) Cloudera
4 37 (6.19%) Hortonworks
5 35 (5.85%) SAP
6 32 (5.35%) Informatica
7 30 (5.02%) Talend
8 17 (2.84%) IBM
9 13 (2.17%) MicroStrategy
10 10 (1.67%) Google
11 9 (1.51%) Capita
11 9 (1.51%) Cognos
12 8 (1.34%) Ab Initio
12 8 (1.34%) RedGate
13 7 (1.17%) Netezza
13 7 (1.17%) VMware
14 6 (1.00%) HP
14 6 (1.00%) Red Hat
14 6 (1.00%) Veritas