Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
South East > Berkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 170 157 75
Rank change year-on-year -13 -82 +92
Permanent jobs citing Data Warehouse 87 158 388
As % of all permanent IT jobs advertised in Berkshire 1.38% 1.84% 3.51%
As % of the Database & Business Intelligence category 4.76% 7.31% 12.53%
Number of salaries quoted 88 155 323
Berkshire median annual salary £50,000 £52,500 £52,500
Median salary % change year-on-year -4.76% - -2.78%
10th Percentile £30,000 £41,250 £37,500
90th Percentile £77,875 £74,500 £72,500
South East median annual salary £50,000 £52,500 £47,500
% change year-on-year -4.76% +10.53% -9.52%

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 1828 2160 3097
As % of all permanent IT jobs advertised in Berkshire 29.03% 25.14% 28.01%
Number of salaries quoted 1577 1854 2576
Berkshire median annual salary £47,500 £48,500 £47,500
Median salary % change year-on-year -2.06% +2.11% +7.95%
10th Percentile £28,900 £30,500 £30,750
90th Percentile £71,000 £68,750 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

Data Warehouse
Job Vacancy Trend in Berkshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Warehouse in Berkshire

Data Warehouse
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Berkshire.

Salary trend for Data Warehouse in Berkshire

Data Warehouse
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Warehouse in Berkshire over the 6 months to 20 November 2017.

Salary histogram for Data Warehouse in Berkshire

Data Warehouse
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Berkshire region over the 6 months to 20 November 2017. 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
Reading +31 21 £42,500 -10.53% 4
Slough -28 16 £57,500 +4.55%
Maidenhead +26 11 £52,500 -12.50%
Bracknell +8 11 £42,500 - 1
Newbury -12 3 £42,500 -
Wokingham -2 1 £42,500 -34.62%
Data Warehouse
South East

For the 6 months to 20 November 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Berkshire region with a requirement for Data Warehouse.

1 65 (74.71%) Business Intelligence
2 56 (64.37%) SQL
3 45 (51.72%) SQL Server
4 44 (50.57%) ETL
5 36 (41.38%) Data Modelling
6 35 (40.23%) SQL Server Integration Services
7 31 (35.63%) Microsoft
8 30 (34.48%) Analytics
9 24 (27.59%) Agile Software Development
10 22 (25.29%) Oracle
10 22 (25.29%) Relational Database
11 21 (24.14%) Visualisation
11 21 (24.14%) Finance
12 20 (22.99%) SQL Server Reporting Services
13 19 (21.84%) SQL Server Analysis Services
14 18 (20.69%) Big Data
14 18 (20.69%) T-SQL
15 17 (19.54%) Star Schema
15 17 (19.54%) Degree
15 17 (19.54%) Power BI
16 16 (18.39%) Analytical Skills
17 15 (17.24%) Tableau
17 15 (17.24%) Data Visualisation
18 13 (14.94%) Hadoop
18 13 (14.94%) Project Management
18 13 (14.94%) MicroStrategy
18 13 (14.94%) Microsoft Excel
18 13 (14.94%) Scrum
19 12 (13.79%) Microsoft PowerPoint
19 12 (13.79%) Python

Data Warehouse
Co-occurring IT Skills in Berkshire 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 10 (11.49%) Apache Pig
2 8 (9.20%) MS Exchange
3 6 (6.90%) Apache Spark
3 6 (6.90%) MS Project Server
4 4 (4.60%) SharePoint
5 1 (1.15%) Oracle SOA Suite
Applications
1 13 (14.94%) Microsoft Excel
2 12 (13.79%) Microsoft Office
2 12 (13.79%) Microsoft PowerPoint
3 6 (6.90%) Microsoft Project
3 6 (6.90%) MS Visio
Business Applications
1 2 (2.30%) Dynamics GP
1 2 (2.30%) Dynamics NAV
1 2 (2.30%) Oracle Financials
2 1 (1.15%) Dynamics CRM
2 1 (1.15%) SAP CRM
Cloud Services
1 8 (9.20%) SaaS
2 6 (6.90%) Microsoft Azure
3 5 (5.75%) Amazon AWS
4 4 (4.60%) Amazon EMR
5 3 (3.45%) Cortana Intelligence Suite
6 2 (2.30%) Azure Data Factory
6 2 (2.30%) Azure Machine Learning
Communications & Networking
1 8 (9.20%) Cisco ASA
1 8 (9.20%) DNS
1 8 (9.20%) Firewall
1 8 (9.20%) IPsec
1 8 (9.20%) TCP/IP
1 8 (9.20%) VLAN
1 8 (9.20%) VPN
2 1 (1.15%) ASN.1
2 1 (1.15%) Radio Access Network
Database & Business Intelligence
1 45 (51.72%) SQL Server
2 35 (40.23%) SQL Server Integration Services
3 22 (25.29%) Relational Database
4 20 (22.99%) SQL Server Reporting Services
5 19 (21.84%) SQL Server Analysis Services
6 18 (20.69%) Big Data
7 17 (19.54%) Power BI
7 17 (19.54%) Star Schema
8 13 (14.94%) Hadoop
9 12 (13.79%) QlikView
10 9 (10.34%) Oracle Database
10 9 (10.34%) RDBMS
11 8 (9.20%) PostgreSQL
12 7 (8.05%) Oracle Database 11g
12 7 (8.05%) Oracle Database 12c
12 7 (8.05%) Oracle9i Database
12 7 (8.05%) Pentaho
12 7 (8.05%) SQL Server 2012
13 6 (6.90%) Microsoft Analysis Services
13 6 (6.90%) OLTP
Development Applications
1 6 (6.90%) JIRA
2 3 (3.45%) SQL Server Management Studio (SSMS)
3 2 (2.30%) Team Foundation Server
3 2 (2.30%) Visual Studio
General
1 21 (24.14%) Finance
2 6 (6.90%) Advertising
3 4 (4.60%) Back Office
4 3 (3.45%) Banking
4 3 (3.45%) Retail
4 3 (3.45%) Telecoms
5 2 (2.30%) Marketing
6 1 (1.15%) Front Office
Job Titles
1 37 (42.53%) Developer
2 27 (31.03%) Business Intelligence Developer
3 9 (10.34%) Administrator
4 8 (9.20%) Systems Administrator
4 8 (9.20%) Windows Administrator
4 8 (9.20%) Windows Systems Administrator
5 7 (8.05%) Data Warehouse Developer
5 7 (8.05%) DBA
5 7 (8.05%) Lead Developer
5 7 (8.05%) Oracle DBA
6 6 (6.90%) Architect
6 6 (6.90%) Business Developer
6 6 (6.90%) Project Manager
6 6 (6.90%) SQL BI Developer
6 6 (6.90%) SQL Developer
7 5 (5.75%) Consultant
7 5 (5.75%) Data Manager
7 5 (5.75%) Junior Developer
7 5 (5.75%) SQL Server Developer
7 5 (5.75%) Team Leader
Libraries, Frameworks & Software Standards
1 6 (6.90%) JSON
1 6 (6.90%) MDX
1 6 (6.90%) Oracle GoldenGate
1 6 (6.90%) XML
2 1 (1.15%) .NET
Miscellaneous
1 16 (18.39%) Analytical Skills
2 8 (9.20%) Data Structures
2 8 (9.20%) Greenfield Project
3 6 (6.90%) Mainframe
3 6 (6.90%) Replication
4 4 (4.60%) Computer Science
4 4 (4.60%) Data Centre
5 2 (2.30%) Enterprise Software
6 1 (1.15%) Management Information System
6 1 (1.15%) N-Tier
6 1 (1.15%) User Experience
Operating Systems
1 10 (11.49%) Linux
2 9 (10.34%) Windows
2 9 (10.34%) Windows Server
3 7 (8.05%) Unix
Processes & Methodologies
1 65 (74.71%) Business Intelligence
2 44 (50.57%) ETL
3 36 (41.38%) Data Modelling
4 30 (34.48%) Analytics
5 24 (27.59%) Agile Software Development
6 21 (24.14%) Visualisation
7 15 (17.24%) Data Visualisation
8 13 (14.94%) Project Management
8 13 (14.94%) Scrum
9 11 (12.64%) Big Data Analytics
9 11 (12.64%) ITIL
10 10 (11.49%) Database Tuning
10 10 (11.49%) High Availability
11 9 (10.34%) Data Management
11 9 (10.34%) Kimball Methodology
11 9 (10.34%) Master Data Management
12 8 (9.20%) Data Analytics
13 7 (8.05%) Logical Data Model
13 7 (8.05%) Mentoring
13 7 (8.05%) Statistics
Programming Languages
1 56 (64.37%) SQL
2 18 (20.69%) T-SQL
3 12 (13.79%) Python
3 12 (13.79%) Shell Script
4 8 (9.20%) PowerShell
5 7 (8.05%) Java
6 5 (5.75%) PL/SQL
7 4 (4.60%) JavaScript
8 2 (2.30%) Data Analysis Expressions (DAX)
8 2 (2.30%) R
9 1 (1.15%) Bash Shell
9 1 (1.15%) Perl
Qualifications
1 17 (19.54%) Degree
2 4 (4.60%) Computer Science Degree
3 1 (1.15%) Chartered Engineer
3 1 (1.15%) ISEB
3 1 (1.15%) MBCS
3 1 (1.15%) SC Cleared
3 1 (1.15%) Security Cleared
Quality Assurance & Compliance
1 11 (12.64%) ISO/IEC 27001
2 10 (11.49%) Data Quality
3 4 (4.60%) QA
4 3 (3.45%) PMO
5 1 (1.15%) ISO 9001
System Software
1 9 (10.34%) Active Directory
2 8 (9.20%) Hyper-V
2 8 (9.20%) VMware ESXi
2 8 (9.20%) VMware Infrastructure
3 6 (6.90%) Oracle RAC
4 4 (4.60%) Apache Flume
4 4 (4.60%) HDFS
Systems Management
1 4 (4.60%) Nagios
1 4 (4.60%) Oozie
Vendors
1 31 (35.63%) Microsoft
2 22 (25.29%) Oracle
3 15 (17.24%) Tableau
4 13 (14.94%) MicroStrategy
5 10 (11.49%) Informatica
6 8 (9.20%) Cisco
6 8 (9.20%) VMware
7 6 (6.90%) Birst
7 6 (6.90%) Cognos
8 4 (4.60%) Cloudera
9 1 (1.15%) Callidus
9 1 (1.15%) Capita
9 1 (1.15%) Greenplum
9 1 (1.15%) HP
9 1 (1.15%) SAP
9 1 (1.15%) Siebel
9 1 (1.15%) TARGIT