Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 144 176 160
Rank change year-on-year +32 -16 -62
Permanent jobs citing Data Warehouse 632 543 772
As % of all permanent IT jobs advertised in the South East 2.19% 1.88% 2.18%
As % of the Database & Business Intelligence category 7.55% 6.04% 7.28%
Number of salaries quoted 520 507 700
South East median annual salary £52,500 £50,000 £52,500
Median salary % change year-on-year +5.00% -4.76% +10.53%
10th Percentile £36,250 £32,500 £33,650
90th Percentile £77,500 £70,000 £75,000
England median annual salary £55,000 £51,277 £55,000
% change year-on-year +7.26% -6.77% +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 8,371 8,987 10,600
As % of all permanent IT jobs advertised in the South East 28.95% 31.18% 29.89%
Number of salaries quoted 7,018 7,689 9,308
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 £28,225 £28,000
90th Percentile £71,250 £66,250 £65,000
England median annual salary £50,000 £50,000 £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 21 October 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 21 October 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 +53 279 £50,000 -0.99% 36
Berkshire +67 176 £50,000 - 24
Surrey +14 159 £55,000 +10.00% 14
Hampshire -18 68 £54,750 +36.88% 7
Buckinghamshire +11 67 £52,500 - 8
West Sussex +20 65 £42,500 -32.00% 8
East Sussex -18 38 £52,500 +5.00% 3
Oxfordshire -3 35 £50,000 +5.26% 4
Kent +15 13 £42,500 -5.56% 7
Sussex - 8 £86,250 -
Middlesex +10 1 £62,500 +23.76%
Data Warehouse
England

For the 6 months to 21 October 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.

1 406 (64.24%) SQL
2 379 (59.97%) Business Intelligence
3 277 (43.83%) ETL
4 267 (42.25%) SQL Server Integration Services
5 265 (41.93%) SQL Server
6 257 (40.66%) Agile Software Development
7 234 (37.03%) SQL Server Reporting Services
8 192 (30.38%) Finance
9 189 (29.91%) Microsoft
10 173 (27.37%) T-SQL
11 170 (26.90%) Data Modelling
12 153 (24.21%) SQL Server Analysis Services
13 148 (23.42%) Power BI
14 143 (22.63%) Oracle
15 137 (21.68%) Analytics
16 116 (18.35%) Big Data
17 98 (15.51%) Data Analysis
18 95 (15.03%) Data Integration
19 91 (14.40%) Analytical Skills
20 88 (13.92%) Microsoft Azure
21 86 (13.61%) Migration
22 84 (13.29%) Relational Database
23 83 (13.13%) Tableau
24 79 (12.50%) Visualisation
25 76 (12.03%) Degree
26 75 (11.87%) C#
27 73 (11.55%) PL/SQL
28 70 (11.08%) Problem-Solving
29 69 (10.92%) Unix
30 68 (10.76%) Linux

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 27 (4.27%) SAS
2 22 (3.48%) Apache Spark
3 17 (2.69%) SharePoint
4 8 (1.27%) JBoss
4 8 (1.27%) Oracle Application Server
5 7 (1.11%) Apache
5 7 (1.11%) Apache Pig
5 7 (1.11%) Documentum
5 7 (1.11%) FileNet
6 5 (0.79%) Apache Solr
6 5 (0.79%) CMS
7 4 (0.63%) BizTalk Server
7 4 (0.63%) Elasticsearch
7 4 (0.63%) Hyperledger
7 4 (0.63%) OpenStack
7 4 (0.63%) Oracle SOA Suite
8 3 (0.47%) MS Exchange
9 2 (0.32%) Apache Airflow
9 2 (0.32%) IIS
9 2 (0.32%) Skype for Business
Applications
1 58 (9.18%) Microsoft Excel
2 11 (1.74%) MS Visio
3 7 (1.11%) Microsoft Office
4 5 (0.79%) Microsoft PowerPoint
5 2 (0.32%) Adobe Illustrator
5 2 (0.32%) InfoPath
5 2 (0.32%) Spreadsheet
6 1 (0.16%) Adobe After Effects
6 1 (0.16%) Microsoft Project
6 1 (0.16%) Photoshop
Business Applications
1 12 (1.90%) Dynamics CRM
2 9 (1.42%) SAP CO
2 9 (1.42%) SAP FI
2 9 (1.42%) SAP FI/CO
3 7 (1.11%) Oracle Payables
3 7 (1.11%) Oracle Subledger Accounting
3 7 (1.11%) SAP Bank Analyzer
3 7 (1.11%) SAP BPC
3 7 (1.11%) SAP FS
3 7 (1.11%) SAP MDM
4 5 (0.79%) SAP S/4HANA
5 2 (0.32%) Cognos Business Intelligence
5 2 (0.32%) Dynamics NAV
5 2 (0.32%) Maximo
5 2 (0.32%) NetSuite
5 2 (0.32%) SAP ERP
6 1 (0.16%) Dynamics AX
6 1 (0.16%) Magento
6 1 (0.16%) Remedy ITSM
6 1 (0.16%) Salesforce.com CRM
Cloud Services
1 88 (13.92%) Microsoft Azure
2 43 (6.80%) Amazon AWS
3 19 (3.01%) Azure Data Factory
3 19 (3.01%) PaaS
4 13 (2.06%) Office 365
5 12 (1.90%) Dynamics 365
6 11 (1.74%) Amazon Kinesis
6 11 (1.74%) GitHub
7 10 (1.58%) Amazon S3
8 9 (1.42%) Azure Functions
8 9 (1.42%) Serverless
9 8 (1.27%) IaaS
9 8 (1.27%) SaaS
10 7 (1.11%) Cloud Computing
11 6 (0.95%) Azure Machine Learning
12 5 (0.79%) Cortana Intelligence Suite
13 4 (0.63%) Amazon EC2
13 4 (0.63%) Amazon ElastiCache
13 4 (0.63%) Amazon EMR
13 4 (0.63%) Amazon SQS
Communications & Networking
1 36 (5.70%) Internet
2 9 (1.42%) SAN
3 4 (0.63%) AMQP
3 4 (0.63%) Firewall
3 4 (0.63%) HTTP
3 4 (0.63%) SMS
4 3 (0.47%) DHCP
4 3 (0.47%) DNS
5 2 (0.32%) BGP
5 2 (0.32%) Cisco IOS
5 2 (0.32%) LTE
5 2 (0.32%) MPLS
5 2 (0.32%) OSPF
5 2 (0.32%) Spanning Tree
5 2 (0.32%) VLAN
5 2 (0.32%) VoIP
5 2 (0.32%) WAN
6 1 (0.16%) Extranet
6 1 (0.16%) TCP/IP
6 1 (0.16%) Wireless
Database & Business Intelligence
1 267 (42.25%) SQL Server Integration Services
2 265 (41.93%) SQL Server
3 234 (37.03%) SQL Server Reporting Services
4 153 (24.21%) SQL Server Analysis Services
5 148 (23.42%) Power BI
6 116 (18.35%) Big Data
7 84 (13.29%) Relational Database
8 64 (10.13%) BusinessObjects
9 57 (9.02%) Hadoop
10 55 (8.70%) Data Lake
11 44 (6.96%) SQL Server 2008
12 40 (6.33%) PostgreSQL
13 34 (5.38%) OLAP
14 32 (5.06%) SQL Server 2012
15 31 (4.91%) Apache Hive
16 29 (4.59%) QlikView
17 28 (4.43%) RDBMS
18 27 (4.27%) Star Schema
19 26 (4.11%) MySQL
19 26 (4.11%) SAP BW
Development Applications
1 36 (5.70%) Git (software)
2 29 (4.59%) Jenkins
3 26 (4.11%) SoapUI
4 20 (3.16%) TeamCity
5 18 (2.85%) Visual Studio
6 16 (2.53%) JIRA
6 16 (2.53%) SQL Server Management Studio (SSMS)
7 13 (2.06%) Team Foundation Server
8 10 (1.58%) ERwin
8 10 (1.58%) JUnit
8 10 (1.58%) Subversion
8 10 (1.58%) Toad
9 8 (1.27%) SpecFlow
10 7 (1.11%) Bitbucket
10 7 (1.11%) Selenium
11 6 (0.95%) NUnit
12 5 (0.79%) PowerDesigner
12 5 (0.79%) RStudio
12 5 (0.79%) Visual Studio Team System
13 4 (0.63%) Gatling
General
1 192 (30.38%) Finance
2 37 (5.85%) Banking
3 36 (5.70%) Retail
4 30 (4.75%) Advertising
5 25 (3.96%) Marketing
6 15 (2.37%) Telecoms
7 12 (1.90%) Manufacturing
8 7 (1.11%) General Ledger
9 6 (0.95%) Legal
10 5 (0.79%) Pharmaceutical
10 5 (0.79%) Publishing
11 3 (0.47%) Electronics
11 3 (0.47%) Games
12 2 (0.32%) Automotive
12 2 (0.32%) Back Office
13 1 (0.16%) French Language
13 1 (0.16%) German Language
13 1 (0.16%) Investment Banking
13 1 (0.16%) Law
13 1 (0.16%) Spanish Language
Job Titles
1 248 (39.24%) Developer
2 115 (18.20%) Analyst
3 107 (16.93%) Architect
4 94 (14.87%) SQL Developer
5 93 (14.72%) Business Intelligence Developer
6 79 (12.50%) Data Architect
7 63 (9.97%) DBA
8 51 (8.07%) Data Warehouse Developer
9 42 (6.65%) SQL DBA
9 42 (6.65%) SSIS Developer
10 41 (6.49%) Business Intelligence Analyst
11 35 (5.54%) Data Engineer
11 35 (5.54%) SSRS Developer
12 34 (5.38%) Senior Developer
13 28 (4.43%) Lead Developer
13 28 (4.43%) SQL Server Developer
14 27 (4.27%) Big Data Engineer
14 27 (4.27%) Test Analyst
15 25 (3.96%) SQL Server DBA
16 22 (3.48%) Administrator
Libraries, Frameworks & Software Standards
1 62 (9.81%) Web Services
2 61 (9.65%) .NET
3 42 (6.65%) Kafka
4 33 (5.22%) Middleware
5 32 (5.06%) JSON
6 30 (4.75%) XML
7 22 (3.48%) MDX
8 21 (3.32%) TensorFlow
9 20 (3.16%) Keras
9 20 (3.16%) MLlib
10 18 (2.85%) ASP.NET
11 17 (2.69%) CSS
11 17 (2.69%) HTML
11 17 (2.69%) REST
12 16 (2.53%) AngularJS
12 16 (2.53%) J2EE
13 12 (1.90%) WCF
14 10 (1.58%) RESTful
14 10 (1.58%) SOAP
15 9 (1.42%) React
Miscellaneous
1 91 (14.40%) Analytical Skills
2 47 (7.44%) Greenfield Project
3 45 (7.12%) Management Information System
4 30 (4.75%) Replication
5 28 (4.43%) User Experience
6 26 (4.11%) Clustering
6 26 (4.11%) Social Network
7 23 (3.64%) Data Structures
8 16 (2.53%) Computer Science
8 16 (2.53%) Reinsurance
9 13 (2.06%) HACMP
10 12 (1.90%) Enterprise Software
11 10 (1.58%) NHS
11 10 (1.58%) Self-Motivation
12 8 (1.27%) Taxonomies
13 7 (1.11%) Data Centre
13 7 (1.11%) Driving Licence
13 7 (1.11%) Reference Data
14 6 (0.95%) N-Tier
15 3 (0.47%) Fintech
Operating Systems
1 69 (10.92%) Unix
2 68 (10.76%) Linux
3 41 (6.49%) Windows
4 22 (3.48%) Windows Server
5 18 (2.85%) Red Hat Enterprise Linux
6 16 (2.53%) AIX
7 8 (1.27%) Windows Server 2012
8 6 (0.95%) Apple iOS
8 6 (0.95%) Windows Server 2008
9 4 (0.63%) Solaris
10 1 (0.16%) Windows 7
10 1 (0.16%) Windows XP
Processes & Methodologies
1 379 (59.97%) Business Intelligence
2 277 (43.83%) ETL
3 257 (40.66%) Agile Software Development
4 170 (26.90%) Data Modelling
5 137 (21.68%) Analytics
6 98 (15.51%) Data Analysis
7 95 (15.03%) Data Integration
8 86 (13.61%) Migration
9 79 (12.50%) Visualisation
10 70 (11.08%) Problem-Solving
11 64 (10.13%) Scrum
12 63 (9.97%) Performance Tuning
13 60 (9.49%) SDLC
14 58 (9.18%) Data Visualisation
15 54 (8.54%) Data Architecture
16 53 (8.39%) Continuous Integration
16 53 (8.39%) Test Automation
17 49 (7.75%) Data Management
18 48 (7.59%) Data Analytics
19 46 (7.28%) Data Migration
Programming Languages
1 406 (64.24%) SQL
2 173 (27.37%) T-SQL
3 75 (11.87%) C#
4 73 (11.55%) PL/SQL
5 59 (9.34%) JavaScript
6 52 (8.23%) Java
7 40 (6.33%) Shell Script
8 39 (6.17%) Python
9 26 (4.11%) PowerShell
9 26 (4.11%) Scala
10 24 (3.80%) Go
11 12 (1.90%) Korn
12 9 (1.42%) ABAP
13 8 (1.27%) Data Analysis Expressions (DAX)
13 8 (1.27%) Perl
14 7 (1.11%) VB.NET
15 6 (0.95%) SAS Macro
15 6 (0.95%) VB
16 5 (0.79%) R
16 5 (0.79%) U-SQL
Qualifications
1 76 (12.03%) Degree
2 15 (2.37%) Master's Degree
3 9 (1.42%) Computer Science Degree
4 8 (1.27%) ISEB
5 5 (0.79%) Security Cleared
6 3 (0.47%) SAS Certification
6 3 (0.47%) SC Cleared
7 2 (0.32%) CCNA
7 2 (0.32%) CCNP
7 2 (0.32%) Cisco Certification
8 1 (0.16%) ACCA
8 1 (0.16%) CBAP
8 1 (0.16%) CIMA
8 1 (0.16%) DBS Check
8 1 (0.16%) IIBA
8 1 (0.16%) ISTQB
8 1 (0.16%) ISTQB Foundation Certification
8 1 (0.16%) ITIL Certification
8 1 (0.16%) Microsoft Certification
8 1 (0.16%) PMI Certification
Quality Assurance & Compliance
1 56 (8.86%) Data Quality
2 54 (8.54%) QA
3 13 (2.06%) GDPR
3 13 (2.06%) PMO
4 7 (1.11%) IFRS
4 7 (1.11%) SLA
System Software
1 24 (3.80%) Apache Flume
2 10 (1.58%) HDFS
2 10 (1.58%) Veritas Cluster Server
3 4 (0.63%) Virtual Machines
4 3 (0.47%) Active Directory
4 3 (0.47%) Docker
4 3 (0.47%) GPFS
4 3 (0.47%) VMware Infrastructure
5 2 (0.32%) Hyper-V
6 1 (0.16%) Oracle RAC
Systems Management
1 21 (3.32%) Hadoop YARN
2 10 (1.58%) Tivoli
2 10 (1.58%) Tivoli Storage Manager
3 8 (1.27%) Data Guard
4 7 (1.11%) Kubernetes
4 7 (1.11%) Microsoft Clustering
4 7 (1.11%) Terraform
5 4 (0.63%) Ansible
5 4 (0.63%) Kibana
5 4 (0.63%) Oozie
5 4 (0.63%) Rundeck
6 3 (0.47%) Failover Clustering
6 3 (0.47%) Galera Cluster
6 3 (0.47%) Opscode Chef
6 3 (0.47%) Puppet
6 3 (0.47%) Systems Management Server (SMS)
7 1 (0.16%) Control-M
7 1 (0.16%) NetBackup
7 1 (0.16%) Oracle Enterprise Manager
7 1 (0.16%) Unicenter
Vendors
1 189 (29.91%) Microsoft
2 143 (22.63%) Oracle
3 83 (13.13%) Tableau
4 51 (8.07%) SAP
5 41 (6.49%) Informatica
6 33 (5.22%) Hortonworks
7 29 (4.59%) IBM
8 25 (3.96%) Cloudera
8 25 (3.96%) Talend
9 16 (2.53%) Cognos
9 16 (2.53%) Teradata
10 15 (2.37%) Ab Initio
10 15 (2.37%) Red Hat
11 11 (1.74%) MicroStrategy
12 10 (1.58%) Veritas
13 9 (1.42%) Google
14 7 (1.11%) Alteryx
15 6 (0.95%) Birst
15 6 (0.95%) Databricks
15 6 (0.95%) Netezza