Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Berkshire > Reading
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 79 130 156
Rank change year-on-year +51 +26 -51
Permanent jobs citing Data Warehouse 69 24 35
As % of all permanent IT jobs advertised in Reading 3.08% 1.04% 1.01%
As % of the Database & Business Intelligence category 10.21% 4.09% 4.22%
Number of salaries quoted 61 25 30
Reading median annual salary £50,000 £52,500 £42,500
Median salary % change year-on-year -4.76% +23.53% -13.27%
10th Percentile £32,500 £32,000 £33,625
90th Percentile £73,750 £86,500 £53,750
Berkshire median annual salary £50,000 £50,000 £50,000

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 676 587 830
As % of all permanent IT jobs advertised in Reading 30.17% 25.46% 23.93%
Number of salaries quoted 581 494 709
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £32,500 £28,650 £29,750
90th Percentile £75,000 £67,500 £66,250
Berkshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - -

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 October 2018.

Salary histogram for Data Warehouse in Reading

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

1 53 (76.81%) SQL
2 47 (68.12%) SQL Server
3 43 (62.32%) SQL Server Integration Services
4 42 (60.87%) SQL Server Analysis Services
4 42 (60.87%) SQL Server Reporting Services
4 42 (60.87%) Microsoft
5 40 (57.97%) Business Intelligence
5 40 (57.97%) Power BI
6 36 (52.17%) Agile Software Development
7 31 (44.93%) T-SQL
8 30 (43.48%) Data Modelling
9 27 (39.13%) Analytics
10 26 (37.68%) Microsoft Azure
11 22 (31.88%) Big Data
11 22 (31.88%) Analytical Skills
11 22 (31.88%) Data Analysis
12 21 (30.43%) Problem-Solving
12 21 (30.43%) Tableau
13 20 (28.99%) Visualisation
13 20 (28.99%) Data Quality
13 20 (28.99%) Degree
14 19 (27.54%) ETL
15 17 (24.64%) Data Management
15 17 (24.64%) Data Integration
16 16 (23.19%) Data Visualisation
16 16 (23.19%) Relational Database
17 14 (20.29%) Oracle
18 12 (17.39%) Office 365
18 12 (17.39%) Dimensional Modelling
19 11 (15.94%) Cybersecurity

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 (11.59%) Apache Spark
2 3 (4.35%) Apache Pig
2 3 (4.35%) Elasticsearch
3 1 (1.45%) JBoss
3 1 (1.45%) SharePoint
Applications
1 5 (7.25%) Microsoft Excel
Business Applications
1 9 (13.04%) Dynamics CRM
2 4 (5.80%) SAP S/4HANA
3 1 (1.45%) Dynamics AX
Cloud Services
1 26 (37.68%) Microsoft Azure
2 12 (17.39%) Office 365
3 10 (14.49%) Dynamics 365
4 9 (13.04%) Azure Data Factory
5 7 (10.14%) Amazon AWS
6 3 (4.35%) Amazon EC2
6 3 (4.35%) Amazon EMR
6 3 (4.35%) Cloud Computing
6 3 (4.35%) GitHub
7 1 (1.45%) PaaS
Communications & Networking
1 3 (4.35%) HTTP
Database & Business Intelligence
1 47 (68.12%) SQL Server
2 43 (62.32%) SQL Server Integration Services
3 42 (60.87%) SQL Server Analysis Services
3 42 (60.87%) SQL Server Reporting Services
4 40 (57.97%) Power BI
5 22 (31.88%) Big Data
6 16 (23.19%) Relational Database
7 11 (15.94%) Star Schema
8 10 (14.49%) BusinessObjects
8 10 (14.49%) SQL Server 2005
9 9 (13.04%) Crystal Reports
9 9 (13.04%) Lumira
9 9 (13.04%) SAP Data Services
9 9 (13.04%) Snowflake Schema
10 8 (11.59%) OLAP
10 8 (11.59%) QlikView
10 8 (11.59%) SQL Server 2008
11 7 (10.14%) Data Lake
12 5 (7.25%) BusinessObjects Web Intelligence
12 5 (7.25%) Hadoop
Development Applications
1 5 (7.25%) SQL Server Management Studio (SSMS)
2 4 (5.80%) ERwin
3 3 (4.35%) Eclipse
3 3 (4.35%) Git (software)
3 3 (4.35%) Jenkins
3 3 (4.35%) JIRA
3 3 (4.35%) Subversion
3 3 (4.35%) Team Foundation Server
4 1 (1.45%) Visual Studio Team System
General
1 9 (13.04%) Finance
2 5 (7.25%) Retail
3 3 (4.35%) Pharmaceutical
4 1 (1.45%) Advertising
4 1 (1.45%) Manufacturing
Job Titles
1 32 (46.38%) Developer
2 14 (20.29%) Business Intelligence Developer
3 13 (18.84%) Analyst
4 12 (17.39%) Senior Developer
5 11 (15.94%) Head of Technology
5 11 (15.94%) SSRS Developer
6 10 (14.49%) Architect
7 9 (13.04%) Data Architect
8 8 (11.59%) SQL Developer
9 7 (10.14%) Analyst Developer
9 7 (10.14%) SQL Analyst
10 6 (8.70%) Business Intelligence Analyst
10 6 (8.70%) Head of IT
11 5 (7.25%) Senior Software Developer
11 5 (7.25%) Software Developer
12 4 (5.80%) Consultant
12 4 (5.80%) Data Engineer
12 4 (5.80%) ETL Developer
12 4 (5.80%) SSAS Developer
12 4 (5.80%) SSIS Developer
Libraries, Frameworks & Software Standards
1 9 (13.04%) XML
2 8 (11.59%) MDX
3 7 (10.14%) .NET
3 7 (10.14%) Kafka
4 4 (5.80%) JSON
4 4 (5.80%) Web Services
5 3 (4.35%) AngularJS
5 3 (4.35%) CSS
5 3 (4.35%) HTML
5 3 (4.35%) HTML5
5 3 (4.35%) jQuery
5 3 (4.35%) React
5 3 (4.35%) RESTful
5 3 (4.35%) Spark Streaming
6 1 (1.45%) Ajax
6 1 (1.45%) Akka
6 1 (1.45%) J2EE
6 1 (1.45%) Middleware
6 1 (1.45%) SOAP
6 1 (1.45%) TensorFlow
Miscellaneous
1 22 (31.88%) Analytical Skills
2 7 (10.14%) Driving Licence
2 7 (10.14%) NHS
3 4 (5.80%) Management Information System
4 3 (4.35%) Computer Science
5 2 (2.90%) Clustering
Operating Systems
1 5 (7.25%) Windows
2 4 (5.80%) Linux
2 4 (5.80%) Unix
3 2 (2.90%) Windows Server 2008
3 2 (2.90%) Windows Server 2012
Processes & Methodologies
1 40 (57.97%) Business Intelligence
2 36 (52.17%) Agile Software Development
3 30 (43.48%) Data Modelling
4 27 (39.13%) Analytics
5 22 (31.88%) Data Analysis
6 21 (30.43%) Problem-Solving
7 20 (28.99%) Visualisation
8 19 (27.54%) ETL
9 17 (24.64%) Data Integration
9 17 (24.64%) Data Management
10 16 (23.19%) Data Visualisation
11 12 (17.39%) Dimensional Modelling
12 11 (15.94%) Analytical Thinking
12 11 (15.94%) CRM
12 11 (15.94%) Cybersecurity
12 11 (15.94%) Project Management
12 11 (15.94%) SDLC
13 10 (14.49%) Presales
14 9 (13.04%) Data Architecture
14 9 (13.04%) Data Governance
Programming Languages
1 53 (76.81%) SQL
2 31 (44.93%) T-SQL
3 4 (5.80%) Java
3 4 (5.80%) Python
3 4 (5.80%) Scala
4 3 (4.35%) JavaScript
4 3 (4.35%) Shell Script
4 3 (4.35%) U-SQL
5 1 (1.45%) Perl
5 1 (1.45%) R
Qualifications
1 20 (28.99%) Degree
2 9 (13.04%) Master's Degree
3 3 (4.35%) Computer Science Degree
4 1 (1.45%) ISEB
4 1 (1.45%) ISTQB
4 1 (1.45%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 20 (28.99%) Data Quality
2 6 (8.70%) QA
System Software
1 3 (4.35%) Apache Flume
1 3 (4.35%) HDFS
1 3 (4.35%) Virtual Machines
2 1 (1.45%) Docker
Systems Management
1 4 (5.80%) Kubernetes
2 3 (4.35%) Kibana
2 3 (4.35%) Oozie
2 3 (4.35%) Rundeck
3 2 (2.90%) Microsoft Clustering
Vendors
1 42 (60.87%) Microsoft
2 21 (30.43%) Tableau
3 14 (20.29%) Oracle
4 10 (14.49%) SAP
5 7 (10.14%) Hortonworks
6 4 (5.80%) Alteryx
7 3 (4.35%) Cloudera
8 1 (1.45%) Cognos
8 1 (1.45%) RapidMiner
8 1 (1.45%) Talend