Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
South East > Berkshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 131 166 154
Rank change year-on-year +35 -12 -89
Permanent jobs citing Data Warehouse 118 91 142
As % of all permanent IT jobs advertised in Berkshire 2.07% 1.39% 1.80%
As % of the Database & Business Intelligence category 6.74% 4.70% 7.21%
Number of salaries quoted 99 91 147
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £38,300 £32,000 £41,250
90th Percentile £75,250 £75,000 £72,500
South East median annual salary £51,500 £48,000 £52,500
% change year-on-year +7.29% -8.57% +10.53%

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 1,751 1,936 1,970
As % of all permanent IT jobs advertised in Berkshire 30.75% 29.59% 24.96%
Number of salaries quoted 1,340 1,678 1,676
Berkshire median annual salary £55,000 £47,500 £49,500
Median salary % change year-on-year +15.79% -4.04% +4.21%
10th Percentile £31,250 £29,000 £30,000
90th Percentile £76,250 £70,000 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +1.95%

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 18 January 2019.

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 18 January 2019. 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 +30 48 £50,000 +21.95% 13
Maidenhead -10 17 £47,500 - 2
Slough -17 17 £60,000 +4.35% 6
Newbury +17 13 £70,000 +64.71% 1
Bracknell -15 4 £61,250 +44.12% 3
Windsor - 3 £52,500 -
Wokingham +13 2 £39,750 -6.47%
Data Warehouse
South East

For the 6 months to 18 January 2019, 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 Berkshire region with a requirement for Data Warehouse.

1 87 (73.73%) Business Intelligence
2 82 (69.49%) SQL
3 71 (60.17%) SQL Server
4 69 (58.47%) SQL Server Integration Services
5 64 (54.24%) ETL
6 62 (52.54%) SQL Server Reporting Services
7 52 (44.07%) Microsoft
8 51 (43.22%) Data Modelling
9 46 (38.98%) SQL Server Analysis Services
10 41 (34.75%) T-SQL
11 33 (27.97%) Agile Software Development
12 29 (24.58%) Microsoft Azure
12 29 (24.58%) Analytics
13 28 (23.73%) Tableau
14 26 (22.03%) Finance
15 25 (21.19%) Big Data
16 24 (20.34%) Oracle
17 23 (19.49%) Power BI
18 22 (18.64%) Data Management
19 20 (16.95%) Dimensional Modelling
20 19 (16.10%) Performance Tuning
20 19 (16.10%) Analytical Skills
21 18 (15.25%) Relational Database
21 18 (15.25%) Migration
22 17 (14.41%) Degree
23 16 (13.56%) Visualisation
23 16 (13.56%) BusinessObjects
24 15 (12.71%) Data Integration
24 15 (12.71%) Kimball Methodology
25 14 (11.86%) QlikView

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 11 (9.32%) Apache Spark
2 9 (7.63%) SharePoint
3 4 (3.39%) Apache Pig
3 4 (3.39%) Elasticsearch
4 2 (1.69%) SAS
5 1 (0.85%) JBoss
Applications
1 14 (11.86%) Microsoft Excel
2 2 (1.69%) Microsoft PowerPoint
3 1 (0.85%) Microsoft Office
Business Applications
1 6 (5.08%) SAP CO
1 6 (5.08%) SAP FI
1 6 (5.08%) SAP FI/CO
Cloud Services
1 29 (24.58%) Microsoft Azure
2 9 (7.63%) Azure Data Factory
3 7 (5.93%) Amazon AWS
4 4 (3.39%) Amazon EC2
4 4 (3.39%) Amazon EMR
4 4 (3.39%) Cloud Computing
4 4 (3.39%) GitHub
5 2 (1.69%) PaaS
Communications & Networking
1 4 (3.39%) HTTP
2 1 (0.85%) Internet
2 1 (0.85%) SMS
Database & Business Intelligence
1 71 (60.17%) SQL Server
2 69 (58.47%) SQL Server Integration Services
3 62 (52.54%) SQL Server Reporting Services
4 46 (38.98%) SQL Server Analysis Services
5 25 (21.19%) Big Data
6 23 (19.49%) Power BI
7 18 (15.25%) Relational Database
8 16 (13.56%) BusinessObjects
9 14 (11.86%) QlikView
10 13 (11.02%) SQL Server 2008
11 12 (10.17%) Data Lake
12 11 (9.32%) BusinessObjects Web Intelligence
12 11 (9.32%) Star Schema
13 10 (8.47%) Microsoft Analysis Services
14 8 (6.78%) RDBMS
14 8 (6.78%) SAP BW
15 7 (5.93%) Hadoop
15 7 (5.93%) Qlik Sense
15 7 (5.93%) SQL Server 2005
16 6 (5.08%) Lumira
Development Applications
1 5 (4.24%) JIRA
1 5 (4.24%) SQL Server Management Studio (SSMS)
2 4 (3.39%) Eclipse
2 4 (3.39%) Git (software)
2 4 (3.39%) Jenkins
2 4 (3.39%) Subversion
2 4 (3.39%) Team Foundation Server
3 2 (1.69%) ERwin
General
1 26 (22.03%) Finance
2 12 (10.17%) Telecoms
3 9 (7.63%) Advertising
4 8 (6.78%) Retail
5 3 (2.54%) Manufacturing
6 2 (1.69%) Back Office
6 2 (1.69%) Marketing
7 1 (0.85%) Banking
7 1 (0.85%) Pharmaceutical
Job Titles
1 62 (52.54%) Developer
2 32 (27.12%) Business Intelligence Developer
3 19 (16.10%) Architect
4 17 (14.41%) Analyst
5 14 (11.86%) Senior Developer
6 10 (8.47%) Solutions Architect
7 9 (7.63%) Data Architect
7 9 (7.63%) SQL Developer
8 8 (6.78%) Business Intelligence Architect
8 8 (6.78%) Business Intelligence Solutions Architect
8 8 (6.78%) Systems Analyst
9 7 (5.93%) Business Intelligence Analyst
9 7 (5.93%) Data Engineer
9 7 (5.93%) DBA
9 7 (5.93%) SQL DBA
10 6 (5.08%) SAP Analyst
10 6 (5.08%) SAP BW Analyst
10 6 (5.08%) SQL Analyst
11 5 (4.24%) ETL Developer
11 5 (4.24%) SSRS Developer
Libraries, Frameworks & Software Standards
1 14 (11.86%) .NET
2 11 (9.32%) MDX
2 11 (9.32%) XML
3 8 (6.78%) Kafka
4 6 (5.08%) JSON
5 5 (4.24%) CSS
5 5 (4.24%) HTML
5 5 (4.24%) jQuery
5 5 (4.24%) Web Services
6 4 (3.39%) AngularJS
6 4 (3.39%) ASP.NET
6 4 (3.39%) ASP.NET Web API
6 4 (3.39%) HTML5
6 4 (3.39%) Middleware
6 4 (3.39%) React
6 4 (3.39%) RESTful
6 4 (3.39%) Spark Streaming
6 4 (3.39%) WCF
6 4 (3.39%) WinForms
7 3 (2.54%) J2EE
Miscellaneous
1 19 (16.10%) Analytical Skills
2 9 (7.63%) Greenfield Project
3 6 (5.08%) Data Structures
3 6 (5.08%) Management Information System
4 4 (3.39%) Clustering
4 4 (3.39%) Self-Motivation
5 3 (2.54%) Driving Licence
5 3 (2.54%) NHS
6 2 (1.69%) Replication
7 1 (0.85%) Algorithms
7 1 (0.85%) User Experience
Operating Systems
1 7 (5.93%) Windows
2 5 (4.24%) Linux
2 5 (4.24%) Unix
3 2 (1.69%) Windows Server 2008
3 2 (1.69%) Windows Server 2012
Processes & Methodologies
1 87 (73.73%) Business Intelligence
2 64 (54.24%) ETL
3 51 (43.22%) Data Modelling
4 33 (27.97%) Agile Software Development
5 29 (24.58%) Analytics
6 22 (18.64%) Data Management
7 20 (16.95%) Dimensional Modelling
8 19 (16.10%) Performance Tuning
9 18 (15.25%) Migration
10 16 (13.56%) Visualisation
11 15 (12.71%) Data Integration
11 15 (12.71%) Kimball Methodology
12 13 (11.02%) SDLC
13 12 (10.17%) Data Mapping
14 10 (8.47%) ITIL
14 10 (8.47%) Problem-Solving
14 10 (8.47%) Unit Testing
15 9 (7.63%) Data Analytics
15 9 (7.63%) Data Visualisation
15 9 (7.63%) Scrum
Programming Languages
1 82 (69.49%) SQL
2 41 (34.75%) T-SQL
3 9 (7.63%) Java
4 8 (6.78%) Python
5 7 (5.93%) Scala
6 6 (5.08%) ABAP
6 6 (5.08%) C#
7 5 (4.24%) JavaScript
8 4 (3.39%) Shell Script
8 4 (3.39%) VB
8 4 (3.39%) VB.NET
9 3 (2.54%) R
9 3 (2.54%) U-SQL
10 2 (1.69%) MATLAB
10 2 (1.69%) SAS Macro
11 1 (0.85%) Perl
11 1 (0.85%) VBA
Qualifications
1 17 (14.41%) Degree
2 8 (6.78%) Computer Science Degree
3 5 (4.24%) Master's Degree
4 2 (1.69%) Microsoft Certification
5 1 (0.85%) ACCA
5 1 (0.85%) CBAP
5 1 (0.85%) CIMA
5 1 (0.85%) IIBA
5 1 (0.85%) ISEB
5 1 (0.85%) ISTQB
5 1 (0.85%) ISTQB Foundation Certification
5 1 (0.85%) TOGAF Certification
Quality Assurance & Compliance
1 13 (11.02%) Data Quality
2 6 (5.08%) QA
3 2 (1.69%) GDPR
System Software
1 5 (4.24%) HDFS
2 4 (3.39%) Apache Flume
2 4 (3.39%) Virtual Machines
3 1 (0.85%) Docker
Systems Management
1 5 (4.24%) Kubernetes
2 4 (3.39%) Kibana
2 4 (3.39%) Oozie
2 4 (3.39%) Rundeck
3 2 (1.69%) Microsoft Clustering
Vendors
1 52 (44.07%) Microsoft
2 28 (23.73%) Tableau
3 24 (20.34%) Oracle
4 13 (11.02%) SAP
5 9 (7.63%) Ab Initio
5 9 (7.63%) Teradata
6 8 (6.78%) Hortonworks
7 4 (3.39%) Alteryx
7 4 (3.39%) Cloudera
7 4 (3.39%) Cognos
8 2 (1.69%) Epicor
8 2 (1.69%) IBM
8 2 (1.69%) Sage
8 2 (1.69%) Salesforce.com
9 1 (0.85%) Facebook
9 1 (0.85%) Informatica
9 1 (0.85%) Netezza
9 1 (0.85%) RapidMiner
9 1 (0.85%) Talend