Period
to 25 February 2018

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 25 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Berkshire > Reading
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 116 128 107
Rank change year-on-year +12 -21 -7
Permanent jobs citing Data Warehouse 36 43 122
As % of all permanent IT jobs advertised in Reading 1.41% 1.49% 2.70%
As % of the Database & Business Intelligence category 5.89% 6.26% 9.28%
Number of salaries quoted 35 48 104
Reading median annual salary £40,000 £47,500 £45,000
Median salary % change year-on-year -15.79% +5.56% -18.18%
10th Percentile £32,000 £35,250 £32,375
90th Percentile £63,400 £55,000 £57,500
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 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 611 687 1,315
As % of all permanent IT jobs advertised in Reading 23.90% 23.77% 29.06%
Number of salaries quoted 543 569 1,172
Reading median annual salary £45,000 £45,000 £45,000
10th Percentile £29,200 £28,000 £30,750
90th Percentile £67,500 £67,500 £65,000
Berkshire median annual salary £47,500 £47,500 £47,500

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 25 February 2018.

Salary histogram for Data Warehouse in Reading

For the 6 months to 25 February 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 Reading region with a requirement for Data Warehouse.

1 30 (83.33%) Business Intelligence
2 21 (58.33%) SQL
3 18 (50.00%) Data Modelling
3 18 (50.00%) Oracle
4 16 (44.44%) Hadoop
5 13 (36.11%) Degree
5 13 (36.11%) QlikView
5 13 (36.11%) SQL Server
5 13 (36.11%) ETL
5 13 (36.11%) HBase
5 13 (36.11%) Analytical Skills
6 12 (33.33%) Big Data
6 12 (33.33%) High Availability
6 12 (33.33%) Analytics
7 11 (30.56%) Data Governance
7 11 (30.56%) Finance
7 11 (30.56%) Agile Software Development
8 9 (25.00%) Visualisation
8 9 (25.00%) Apache Hive
8 9 (25.00%) MapReduce
8 9 (25.00%) Data Visualisation
8 9 (25.00%) Apache Flume
8 9 (25.00%) Sqoop
8 9 (25.00%) Power BI
9 8 (22.22%) Apache Spark
9 8 (22.22%) HDFS
9 8 (22.22%) Computer Science Degree
9 8 (22.22%) Apache Pig
9 8 (22.22%) Oozie
9 8 (22.22%) Oracle 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 8 (22.22%) Apache Pig
1 8 (22.22%) Apache Spark
2 4 (11.11%) Oracle SOA Suite
2 4 (11.11%) WebLogic
3 3 (8.33%) BizTalk Server
Applications
1 5 (13.89%) Microsoft Excel
Business Applications
1 4 (11.11%) Oracle 11i
1 4 (11.11%) Oracle Assets
1 4 (11.11%) Oracle EBS
1 4 (11.11%) Oracle EBS R12
1 4 (11.11%) Oracle General Ledger
1 4 (11.11%) Oracle iProcurement
1 4 (11.11%) Oracle Payables
1 4 (11.11%) Oracle Receivables
Cloud Services
1 8 (22.22%) Amazon AWS
2 4 (11.11%) Amazon EMR
2 4 (11.11%) GitHub
2 4 (11.11%) Microsoft Azure
Communications & Networking
1 1 (2.78%) Kerberos
Database & Business Intelligence
1 16 (44.44%) Hadoop
2 13 (36.11%) HBase
2 13 (36.11%) QlikView
2 13 (36.11%) SQL Server
3 12 (33.33%) Big Data
4 9 (25.00%) Apache Hive
4 9 (25.00%) Power BI
4 9 (25.00%) Sqoop
5 8 (22.22%) Oracle Database
5 8 (22.22%) Oracle Database 11g
6 7 (19.44%) Relational Database
7 6 (16.67%) SQL Server Integration Services
8 5 (13.89%) Impala
8 5 (13.89%) NoSQL
8 5 (13.89%) SQL Server Analysis Services
8 5 (13.89%) Star Schema
9 4 (11.11%) OLTP
9 4 (11.11%) Oracle Reports
9 4 (11.11%) Oracle9i Database
9 4 (11.11%) SQL Server Reporting Services
Development Applications
1 5 (13.89%) Team Foundation Server
2 4 (11.11%) Ant
3 1 (2.78%) SQL Server Management Studio (SSMS)
3 1 (2.78%) Visual Studio
General
1 11 (30.56%) Finance
2 2 (5.56%) Banking
3 1 (2.78%) Manufacturing
3 1 (2.78%) Marketing
Job Titles
1 9 (25.00%) Architect
2 8 (22.22%) Data Architect
3 7 (19.44%) Developer
4 6 (16.67%) Analyst
4 6 (16.67%) Business Intelligence Analyst
5 5 (13.89%) Business Intelligence Developer
5 5 (13.89%) Business Intelligence Manager
5 5 (13.89%) Consultant
6 4 (11.11%) Business Developer
6 4 (11.11%) DBA
6 4 (11.11%) Oracle Consultant
6 4 (11.11%) Oracle DBA
6 4 (11.11%) Test Analyst
7 3 (8.33%) Business Intelligence Lead
8 2 (5.56%) Business Test Analyst
8 2 (5.56%) Junior Data Architect
8 2 (5.56%) Senior Business Intelligence Analyst
8 2 (5.56%) SQL Analyst
8 2 (5.56%) SQL Developer
8 2 (5.56%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 8 (22.22%) XML
2 4 (11.11%) EJB
2 4 (11.11%) EJB 3.0
2 4 (11.11%) Java EE
2 4 (11.11%) JMS
2 4 (11.11%) Middleware
2 4 (11.11%) Oracle Fusion
2 4 (11.11%) Oracle GoldenGate
2 4 (11.11%) SOAP
2 4 (11.11%) UDDI
2 4 (11.11%) Web Services
2 4 (11.11%) WSDL
2 4 (11.11%) XSD
2 4 (11.11%) XSLT
Miscellaneous
1 13 (36.11%) Analytical Skills
2 8 (22.22%) Computer Science
3 4 (11.11%) Hybrid Cloud
3 4 (11.11%) Private Cloud
3 4 (11.11%) Public Cloud
3 4 (11.11%) Replication
4 1 (2.78%) Data Structures
4 1 (2.78%) iPad
4 1 (2.78%) iPhone
Operating Systems
1 4 (11.11%) Linux
1 4 (11.11%) Unix
Processes & Methodologies
1 30 (83.33%) Business Intelligence
2 18 (50.00%) Data Modelling
3 13 (36.11%) ETL
4 12 (33.33%) Analytics
4 12 (33.33%) High Availability
5 11 (30.56%) Agile Software Development
5 11 (30.56%) Data Governance
6 9 (25.00%) Data Visualisation
6 9 (25.00%) MapReduce
6 9 (25.00%) Visualisation
7 8 (22.22%) Data Architecture
7 8 (22.22%) Data Integration
7 8 (22.22%) Database Tuning
7 8 (22.22%) Mathematics
8 6 (16.67%) Data Analysis
8 6 (16.67%) Data Management
8 6 (16.67%) SDLC
8 6 (16.67%) Use Case
8 6 (16.67%) User Acceptance Testing
9 5 (13.89%) Scrum
Programming Languages
1 21 (58.33%) SQL
2 4 (11.11%) JavaScript
2 4 (11.11%) PL/SQL
2 4 (11.11%) Python
2 4 (11.11%) Shell Script
2 4 (11.11%) WebLogic Scripting Tool
2 4 (11.11%) XPath
3 1 (2.78%) C
3 1 (2.78%) Data Analysis Expressions (DAX)
3 1 (2.78%) Java
3 1 (2.78%) Scala
3 1 (2.78%) T-SQL
Qualifications
1 13 (36.11%) Degree
2 8 (22.22%) Computer Science Degree
3 6 (16.67%) ISTQB
4 4 (11.11%) PRINCE2 Certification
5 2 (5.56%) ISEB
5 2 (5.56%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 8 (22.22%) QA
2 4 (11.11%) Data Quality
3 1 (2.78%) ISO/IEC 27001
System Software
1 9 (25.00%) Apache Flume
2 8 (22.22%) HDFS
3 4 (11.11%) Oracle RAC
Systems Management
1 8 (22.22%) Oozie
2 4 (11.11%) Nagios
Vendors
1 18 (50.00%) Oracle
2 8 (22.22%) Tableau
3 7 (19.44%) Microsoft
4 6 (16.67%) Capita
5 5 (13.89%) Cloudera
6 4 (11.11%) Kofax
6 4 (11.11%) Perforce
6 4 (11.11%) Teradata
7 1 (2.78%) MicroStrategy