Period
to 17 November 2017

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

Data Warehousing
Berkshire > Reading
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 133 165 98
Rank change year-on-year +32 -67 +22
Permanent jobs citing Data Warehouse 21 26 119
As % of all permanent IT jobs advertised in Reading 0.89% 0.74% 2.57%
As % of the Database & Business Intelligence category 3.57% 3.12% 9.06%
Number of salaries quoted 24 24 107
Reading median annual salary £42,500 £47,500 £47,500
Median salary % change year-on-year -10.53% - -12.04%
10th Percentile £32,000 £38,625 £36,250
90th Percentile £88,000 £53,750 £71,250
Berkshire median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -2.78%

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 Reading with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Reading
Permanent vacancies with a requirement for database or business intelligence skills 589 834 1314
As % of all permanent IT jobs advertised in Reading 24.99% 23.86% 28.42%
Number of salaries quoted 503 716 1105
Reading median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +5.56%
10th Percentile £28,600 £29,000 £32,500
90th Percentile £68,500 £67,500 £65,000
Berkshire median annual salary £47,500 £48,500 £47,500
% change year-on-year -2.06% +2.11% +7.95%

Data Warehouse
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Warehouse in Reading

Data Warehouse
Salary Trend in Reading

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

Salary trend for Data Warehouse in Reading

Data Warehouse
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Warehouse in Reading over the 6 months to 17 November 2017.

Salary histogram for Data Warehouse in Reading

For the 6 months to 17 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 Reading region with a requirement for Data Warehouse.

1 17 (80.95%) SQL
2 13 (61.90%) Business Intelligence
3 12 (57.14%) Data Modelling
4 11 (52.38%) Oracle
5 10 (47.62%) SQL Server
5 10 (47.62%) SQL Server Integration Services
5 10 (47.62%) Database Tuning
5 10 (47.62%) High Availability
6 8 (38.10%) SQL Server Analysis Services
6 8 (38.10%) ETL
6 8 (38.10%) Microsoft
6 8 (38.10%) Analytical Skills
6 8 (38.10%) Power BI
7 7 (33.33%) Relational Database
7 7 (33.33%) Statistics
7 7 (33.33%) Degree
8 6 (28.57%) Oracle RAC
8 6 (28.57%) QlikView
8 6 (28.57%) Oracle Database 11g
8 6 (28.57%) Tableau
8 6 (28.57%) Visualisation
8 6 (28.57%) Data Visualisation
8 6 (28.57%) Big Data
8 6 (28.57%) Change Data Capture
8 6 (28.57%) Analytics
8 6 (28.57%) Shell Script
8 6 (28.57%) OLTP
8 6 (28.57%) Unix
8 6 (28.57%) Linux
8 6 (28.57%) Oracle9i Database

Data Warehouse
Co-occurring IT Skills in Reading 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 5 (23.81%) Apache Spark
2 4 (19.05%) Apache Pig
3 1 (4.76%) MS Exchange
3 1 (4.76%) Oracle SOA Suite
3 1 (4.76%) SharePoint
Applications
1 1 (4.76%) Microsoft Excel
Cloud Services
1 4 (19.05%) Amazon AWS
1 4 (19.05%) Amazon EMR
2 3 (14.29%) Cortana Intelligence Suite
2 3 (14.29%) Microsoft Azure
3 2 (9.52%) Azure Data Factory
3 2 (9.52%) Azure Machine Learning
4 1 (4.76%) SaaS
Communications & Networking
1 1 (4.76%) Cisco ASA
1 1 (4.76%) DNS
1 1 (4.76%) Firewall
1 1 (4.76%) IPsec
1 1 (4.76%) TCP/IP
1 1 (4.76%) VLAN
1 1 (4.76%) VPN
Database & Business Intelligence
1 10 (47.62%) SQL Server
1 10 (47.62%) SQL Server Integration Services
2 8 (38.10%) Power BI
2 8 (38.10%) SQL Server Analysis Services
3 7 (33.33%) Relational Database
4 6 (28.57%) Big Data
4 6 (28.57%) OLTP
4 6 (28.57%) Oracle Database
4 6 (28.57%) Oracle Database 11g
4 6 (28.57%) Oracle Database 12c
4 6 (28.57%) Oracle9i Database
4 6 (28.57%) QlikView
5 5 (23.81%) Hadoop
5 5 (23.81%) Star Schema
6 4 (19.05%) Apache Hive
6 4 (19.05%) HBase
6 4 (19.05%) MySQL
6 4 (19.05%) NoSQL
6 4 (19.05%) SQL Server Reporting Services
6 4 (19.05%) Sqoop
Development Applications
1 1 (4.76%) SQL Server Management Studio (SSMS)
1 1 (4.76%) Team Foundation Server
1 1 (4.76%) Visual Studio
General
1 2 (9.52%) Advertising
2 1 (4.76%) Marketing
Job Titles
1 6 (28.57%) DBA
1 6 (28.57%) Developer
1 6 (28.57%) Oracle DBA
2 5 (23.81%) Business Intelligence Developer
3 4 (19.05%) Business Developer
4 3 (14.29%) Business Intelligence Consultant
4 3 (14.29%) Consultant
4 3 (14.29%) Microsoft BI Consultant
4 3 (14.29%) Microsoft Consultant
5 2 (9.52%) Administrator
5 2 (9.52%) Architect
5 2 (9.52%) Azure Consultant
5 2 (9.52%) Business Consultant
6 1 (4.76%) Big Data Engineer
6 1 (4.76%) Business Intelligence Lead
6 1 (4.76%) QlikView Architect
6 1 (4.76%) SQL BI Developer
6 1 (4.76%) SSIS Developer
6 1 (4.76%) T-SQL Developer
6 1 (4.76%) Unix DBA
Libraries, Frameworks & Software Standards
1 6 (28.57%) Oracle GoldenGate
2 4 (19.05%) XML
3 1 (4.76%) .NET
Miscellaneous
1 8 (38.10%) Analytical Skills
2 6 (28.57%) Replication
3 4 (19.05%) Computer Science
4 2 (9.52%) Data Structures
5 1 (4.76%) Data Centre
5 1 (4.76%) N-Tier
5 1 (4.76%) User Experience
Operating Systems
1 6 (28.57%) Linux
1 6 (28.57%) Unix
2 1 (4.76%) Windows
2 1 (4.76%) Windows Server
Processes & Methodologies
1 13 (61.90%) Business Intelligence
2 12 (57.14%) Data Modelling
3 10 (47.62%) Database Tuning
3 10 (47.62%) High Availability
4 8 (38.10%) ETL
5 7 (33.33%) Statistics
6 6 (28.57%) Analytics
6 6 (28.57%) Change Data Capture
6 6 (28.57%) Data Visualisation
6 6 (28.57%) Visualisation
7 5 (23.81%) Agile Software Development
7 5 (23.81%) Big Data Analytics
7 5 (23.81%) Data Architecture
7 5 (23.81%) Database Optimisation
7 5 (23.81%) Predictive Analytics
7 5 (23.81%) Scrum
8 4 (19.05%) Data Governance
8 4 (19.05%) Data Management
8 4 (19.05%) MapReduce
8 4 (19.05%) Mathematics
Programming Languages
1 17 (80.95%) SQL
2 6 (28.57%) Shell Script
3 4 (19.05%) JavaScript
3 4 (19.05%) Python
4 2 (9.52%) T-SQL
5 1 (4.76%) Data Analysis Expressions (DAX)
5 1 (4.76%) PowerShell
Qualifications
1 7 (33.33%) Degree
2 4 (19.05%) Computer Science Degree
3 1 (4.76%) Chartered Engineer
3 1 (4.76%) ISEB
3 1 (4.76%) MBCS
3 1 (4.76%) SC Cleared
3 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 5 (23.81%) Data Quality
2 4 (19.05%) QA
3 2 (9.52%) ISO/IEC 27001
4 1 (4.76%) ISO 9001
System Software
1 6 (28.57%) Oracle RAC
2 4 (19.05%) Apache Flume
2 4 (19.05%) HDFS
3 1 (4.76%) Active Directory
3 1 (4.76%) Hyper-V
3 1 (4.76%) VMware ESXi
3 1 (4.76%) VMware Infrastructure
Systems Management
1 4 (19.05%) Nagios
1 4 (19.05%) Oozie
Vendors
1 11 (52.38%) Oracle
2 8 (38.10%) Microsoft
3 6 (28.57%) Tableau
4 4 (19.05%) Cloudera
5 1 (4.76%) Capita
5 1 (4.76%) Cisco
5 1 (4.76%) Informatica
5 1 (4.76%) VMware