Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Berkshire > Reading
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 85 135 153
Rank change year-on-year +50 +18 -45
Permanent jobs citing Data Warehouse 65 22 33
As % of all permanent IT jobs advertised in Reading 3.14% 0.90% 1.00%
As % of the Database & Business Intelligence category 10.28% 3.61% 4.31%
Number of salaries quoted 53 24 31
Reading median annual salary £50,000 £42,500 £47,500
Median salary % change year-on-year +17.65% -10.53% +5.56%
10th Percentile £32,500 £32,000 £35,500
90th Percentile £73,750 £70,884 £53,750
Berkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 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 632 610 765
As % of all permanent IT jobs advertised in Reading 30.55% 24.93% 23.15%
Number of salaries quoted 544 526 658
Reading median annual salary £50,000 £45,000 £46,250
Median salary % change year-on-year +11.11% -2.70% -2.63%
10th Percentile £32,500 £28,750 £28,750
90th Percentile £77,500 £67,500 £65,000
Berkshire median annual salary £52,500 £47,500 £48,500
% change year-on-year +10.53% -2.06% +2.11%

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 18 December 2018.

Salary histogram for Data Warehouse in Reading

For the 6 months to 18 December 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 48 (73.85%) SQL
2 44 (67.69%) SQL Server Integration Services
3 43 (66.15%) SQL Server
4 40 (61.54%) Microsoft
5 39 (60.00%) SQL Server Reporting Services
6 36 (55.38%) Business Intelligence
7 35 (53.85%) SQL Server Analysis Services
8 30 (46.15%) Agile Software Development
8 30 (46.15%) Microsoft Azure
9 29 (44.62%) Power BI
10 28 (43.08%) T-SQL
11 27 (41.54%) Data Modelling
12 25 (38.46%) Analytical Skills
13 22 (33.85%) Tableau
13 22 (33.85%) Big Data
13 22 (33.85%) ETL
14 21 (32.31%) Problem-Solving
15 20 (30.77%) Analytics
16 18 (27.69%) Degree
17 17 (26.15%) Data Analysis
17 17 (26.15%) Relational Database
18 16 (24.62%) Data Quality
19 15 (23.08%) Visualisation
19 15 (23.08%) Data Management
20 13 (20.00%) Data Integration
21 12 (18.46%) Dimensional Modelling
21 12 (18.46%) Data Lake
22 11 (16.92%) Oracle
22 11 (16.92%) Data Visualisation
23 10 (15.38%) 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 10 (15.38%) Apache Spark
2 4 (6.15%) Apache Pig
2 4 (6.15%) Elasticsearch
3 1 (1.54%) JBoss
3 1 (1.54%) SharePoint
Applications
1 5 (7.69%) Microsoft Excel
Business Applications
1 8 (12.31%) Dynamics CRM
2 1 (1.54%) SAP S/4HANA
Cloud Services
1 30 (46.15%) Microsoft Azure
2 10 (15.38%) Azure Data Factory
2 10 (15.38%) Office 365
3 8 (12.31%) Dynamics 365
4 7 (10.77%) Amazon AWS
5 4 (6.15%) Amazon EC2
5 4 (6.15%) Amazon EMR
5 4 (6.15%) Cloud Computing
5 4 (6.15%) GitHub
6 1 (1.54%) PaaS
Communications & Networking
1 4 (6.15%) HTTP
Database & Business Intelligence
1 44 (67.69%) SQL Server Integration Services
2 43 (66.15%) SQL Server
3 39 (60.00%) SQL Server Reporting Services
4 35 (53.85%) SQL Server Analysis Services
5 29 (44.62%) Power BI
6 22 (33.85%) Big Data
7 17 (26.15%) Relational Database
8 12 (18.46%) Data Lake
9 10 (15.38%) SQL Server 2005
10 8 (12.31%) BusinessObjects
10 8 (12.31%) SQL Server 2008
10 8 (12.31%) Star Schema
11 7 (10.77%) QlikView
12 6 (9.23%) Crystal Reports
12 6 (9.23%) Hadoop
12 6 (9.23%) Lumira
12 6 (9.23%) SAP Data Services
12 6 (9.23%) Snowflake Schema
13 5 (7.69%) Apache Hive
13 5 (7.69%) Oracle Reports
Development Applications
1 5 (7.69%) SQL Server Management Studio (SSMS)
2 4 (6.15%) Eclipse
2 4 (6.15%) Git (software)
2 4 (6.15%) Jenkins
2 4 (6.15%) JIRA
2 4 (6.15%) Subversion
2 4 (6.15%) Team Foundation Server
3 3 (4.62%) ERwin
General
1 6 (9.23%) Finance
1 6 (9.23%) Retail
2 1 (1.54%) Manufacturing
2 1 (1.54%) Telecoms
Job Titles
1 33 (50.77%) Developer
2 12 (18.46%) Business Intelligence Developer
3 11 (16.92%) Analyst
3 11 (16.92%) Senior Developer
4 10 (15.38%) Head of Technology
5 8 (12.31%) SQL Developer
6 7 (10.77%) Analyst Developer
6 7 (10.77%) Architect
6 7 (10.77%) Data Architect
6 7 (10.77%) SQL Analyst
7 6 (9.23%) Data Engineer
8 5 (7.69%) ETL Developer
8 5 (7.69%) Head of IT
8 5 (7.69%) Senior Software Developer
8 5 (7.69%) Software Developer
8 5 (7.69%) SSRS Developer
9 4 (6.15%) Big Data Developer
9 4 (6.15%) Business Intelligence Analyst
9 4 (6.15%) Consultant
9 4 (6.15%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 10 (15.38%) XML
2 8 (12.31%) .NET
2 8 (12.31%) Kafka
2 8 (12.31%) MDX
3 5 (7.69%) CSS
3 5 (7.69%) HTML
3 5 (7.69%) jQuery
3 5 (7.69%) JSON
3 5 (7.69%) Web Services
4 4 (6.15%) AngularJS
4 4 (6.15%) HTML5
4 4 (6.15%) React
4 4 (6.15%) RESTful
4 4 (6.15%) Spark Streaming
5 1 (1.54%) Ajax
5 1 (1.54%) Akka
5 1 (1.54%) ASP.NET
5 1 (1.54%) J2EE
5 1 (1.54%) SOAP
5 1 (1.54%) TensorFlow
Miscellaneous
1 25 (38.46%) Analytical Skills
2 7 (10.77%) Driving Licence
2 7 (10.77%) NHS
3 3 (4.62%) Management Information System
4 2 (3.08%) Clustering
5 1 (1.54%) Greenfield Project
Operating Systems
1 6 (9.23%) Windows
2 5 (7.69%) Linux
2 5 (7.69%) Unix
3 2 (3.08%) Windows Server 2008
3 2 (3.08%) Windows Server 2012
Processes & Methodologies
1 36 (55.38%) Business Intelligence
2 30 (46.15%) Agile Software Development
3 27 (41.54%) Data Modelling
4 22 (33.85%) ETL
5 21 (32.31%) Problem-Solving
6 20 (30.77%) Analytics
7 17 (26.15%) Data Analysis
8 15 (23.08%) Data Management
8 15 (23.08%) Visualisation
9 13 (20.00%) Data Integration
10 12 (18.46%) Dimensional Modelling
11 11 (16.92%) Data Visualisation
12 10 (15.38%) Analytical Thinking
12 10 (15.38%) CRM
12 10 (15.38%) Cybersecurity
12 10 (15.38%) Project Management
13 9 (13.85%) Performance Tuning
13 9 (13.85%) Presales
13 9 (13.85%) Thought Leadership
14 8 (12.31%) Data Governance
Programming Languages
1 48 (73.85%) SQL
2 28 (43.08%) T-SQL
3 6 (9.23%) Python
3 6 (9.23%) Scala
4 5 (7.69%) Java
4 5 (7.69%) JavaScript
5 4 (6.15%) Shell Script
6 3 (4.62%) U-SQL
7 1 (1.54%) C#
7 1 (1.54%) Perl
7 1 (1.54%) R
7 1 (1.54%) VBA
Qualifications
1 18 (27.69%) Degree
2 6 (9.23%) Master's Degree
3 4 (6.15%) Computer Science Degree
4 1 (1.54%) ISEB
4 1 (1.54%) ISTQB
4 1 (1.54%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 16 (24.62%) Data Quality
2 4 (6.15%) QA
System Software
1 4 (6.15%) Apache Flume
1 4 (6.15%) HDFS
1 4 (6.15%) Virtual Machines
2 1 (1.54%) Docker
Systems Management
1 5 (7.69%) Kubernetes
2 4 (6.15%) Kibana
2 4 (6.15%) Oozie
2 4 (6.15%) Rundeck
3 2 (3.08%) Microsoft Clustering
Vendors
1 40 (61.54%) Microsoft
2 22 (33.85%) Tableau
3 11 (16.92%) Oracle
4 8 (12.31%) Hortonworks
5 6 (9.23%) SAP
6 4 (6.15%) Alteryx
6 4 (6.15%) Cloudera
7 1 (1.54%) Ab Initio
7 1 (1.54%) Cognos
7 1 (1.54%) Informatica
7 1 (1.54%) Netezza
7 1 (1.54%) RapidMiner
7 1 (1.54%) Talend
7 1 (1.54%) Teradata