Period
to 19 September 2018

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 19 September 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South East > Berkshire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 113 179 142
Rank change year-on-year +66 -37 -64
Permanent jobs citing Data Warehouse 165 82 187
As % of all permanent IT jobs advertised in Berkshire 2.52% 1.30% 2.11%
As % of the Database & Business Intelligence category 8.47% 4.51% 8.29%
Number of salaries quoted 151 79 198
Berkshire median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% -4.76%
10th Percentile £32,500 £32,000 £35,000
90th Percentile £72,500 £92,500 £75,700
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 1,947 1,817 2,256
As % of all permanent IT jobs advertised in Berkshire 29.73% 28.85% 25.50%
Number of salaries quoted 1,563 1,518 1,980
Berkshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - -
10th Percentile £31,250 £29,750 £30,725
90th Percentile £72,250 £72,500 £67,600
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 19 September 2018.

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 19 September 2018. 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 +52 70 £50,000 -28.57% 8
Windsor - 21 £49,000 -
Maidenhead -37 18 £50,000 -4.76% 6
Slough +12 15 £52,500 +50.00% 5
Bracknell -17 13 £36,500 -14.12% 1
Newbury +10 10 £57,500 - 3
Wokingham -5 4 £39,750 -27.73%
Data Warehouse
South East

For the 6 months to 19 September 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 Berkshire region with a requirement for Data Warehouse.

1 129 (78.18%) SQL
2 100 (60.61%) SQL Server
3 95 (57.58%) Business Intelligence
4 92 (55.76%) SQL Server Reporting Services
5 83 (50.30%) SQL Server Integration Services
6 80 (48.48%) Agile Software Development
7 74 (44.85%) T-SQL
8 73 (44.24%) Finance
9 72 (43.64%) ETL
10 71 (43.03%) SQL Server Analysis Services
11 58 (35.15%) Microsoft
12 54 (32.73%) Power BI
13 40 (24.24%) Data Modelling
13 40 (24.24%) Kimball Methodology
14 39 (23.64%) Migration
14 39 (23.64%) Data Analysis
15 37 (22.42%) Analytics
16 34 (20.61%) Visualisation
17 32 (19.39%) Tableau
17 32 (19.39%) Performance Tuning
18 30 (18.18%) CRM
19 29 (17.58%) Analytical Skills
19 29 (17.58%) Problem-Solving
20 28 (16.97%) Data Quality
20 28 (16.97%) Microsoft Azure
21 26 (15.76%) BusinessObjects
21 26 (15.76%) Oracle
22 25 (15.15%) Degree
22 25 (15.15%) Relational Database
23 24 (14.55%) Big Data

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 10 (6.06%) SharePoint
2 4 (2.42%) Apache Spark
2 4 (2.42%) OpenStack
3 1 (0.61%) JBoss
3 1 (0.61%) SAS
Applications
1 19 (11.52%) Microsoft Excel
2 4 (2.42%) Spreadsheet
3 2 (1.21%) Microsoft Office
3 2 (1.21%) Microsoft PowerPoint
Business Applications
1 12 (7.27%) Dynamics CRM
2 5 (3.03%) SAP CO
2 5 (3.03%) SAP FI
2 5 (3.03%) SAP FI/CO
3 4 (2.42%) Dynamics NAV
3 4 (2.42%) SAP S/4HANA
4 3 (1.82%) Dynamics AX
5 2 (1.21%) NetSuite
6 1 (0.61%) Salesforce.com CRM
Cloud Services
1 28 (16.97%) Microsoft Azure
2 12 (7.27%) Amazon AWS
2 12 (7.27%) Office 365
3 10 (6.06%) Dynamics 365
4 9 (5.45%) Azure Data Factory
5 4 (2.42%) Amazon ElastiCache
5 4 (2.42%) Amazon SQS
6 3 (1.82%) PaaS
7 1 (0.61%) Cloud Computing
Communications & Networking
1 4 (2.42%) AMQP
2 1 (0.61%) SMS
Database & Business Intelligence
1 100 (60.61%) SQL Server
2 92 (55.76%) SQL Server Reporting Services
3 83 (50.30%) SQL Server Integration Services
4 71 (43.03%) SQL Server Analysis Services
5 54 (32.73%) Power BI
6 26 (15.76%) BusinessObjects
7 25 (15.15%) Relational Database
8 24 (14.55%) Big Data
9 23 (13.94%) SQL Server 2012
10 20 (12.12%) SQL Server 2000
11 18 (10.91%) OLAP
12 17 (10.30%) SQL Server 2008
13 13 (7.88%) Crystal Reports
14 11 (6.67%) QlikView
14 11 (6.67%) SQL Server 2005
14 11 (6.67%) Star Schema
15 10 (6.06%) BusinessObjects Web Intelligence
15 10 (6.06%) Oracle OLAP
16 9 (5.45%) SAP BW
16 9 (5.45%) SAP Data Services
Development Applications
1 11 (6.67%) SQL Server Management Studio (SSMS)
2 7 (4.24%) Toad
3 5 (3.03%) Jenkins
4 4 (2.42%) Cucumber
4 4 (2.42%) ERwin
4 4 (2.42%) Gatling
4 4 (2.42%) JIRA
4 4 (2.42%) JMeter
4 4 (2.42%) JUnit
4 4 (2.42%) SpecFlow
5 1 (0.61%) Git (software)
5 1 (0.61%) SoapUI
5 1 (0.61%) Visual Studio
5 1 (0.61%) Visual Studio Team System
General
1 73 (44.24%) Finance
2 22 (13.33%) Banking
3 13 (7.88%) Advertising
4 10 (6.06%) Manufacturing
5 8 (4.85%) Marketing
6 7 (4.24%) Retail
6 7 (4.24%) Telecoms
7 4 (2.42%) Electronics
7 4 (2.42%) Pharmaceutical
8 2 (1.21%) Games
Job Titles
1 84 (50.91%) Developer
2 42 (25.45%) Analyst
3 38 (23.03%) Business Intelligence Developer
4 31 (18.79%) SQL Developer
5 25 (15.15%) Business Intelligence Analyst
6 20 (12.12%) Data Warehouse Developer
6 20 (12.12%) SQL Server Data Warehouse Developer
6 20 (12.12%) SQL Server Developer
7 19 (11.52%) Architect
8 14 (8.48%) Data Analyst
8 14 (8.48%) Senior Developer
9 12 (7.27%) Data Architect
9 12 (7.27%) SSRS Developer
10 11 (6.67%) Head of Technology
11 10 (6.06%) SQL Analyst
12 9 (5.45%) Analyst Developer
12 9 (5.45%) Senior Analyst
12 9 (5.45%) Senior Data Analyst
12 9 (5.45%) Senior Software Developer
13 8 (4.85%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (8.48%) .NET
2 13 (7.88%) MDX
3 7 (4.24%) J2EE
3 7 (4.24%) Web Services
4 6 (3.64%) XML
5 5 (3.03%) Middleware
6 4 (2.42%) AngularJS
6 4 (2.42%) CSS
6 4 (2.42%) Gherkin
6 4 (2.42%) Hibernate
6 4 (2.42%) HTML
6 4 (2.42%) JPA
6 4 (2.42%) RabbitMQ
6 4 (2.42%) RESTful
6 4 (2.42%) Spring
7 3 (1.82%) ASP.NET
7 3 (1.82%) Kafka
8 2 (1.21%) React
8 2 (1.21%) REST
9 1 (0.61%) Ajax
Miscellaneous
1 29 (17.58%) Analytical Skills
2 8 (4.85%) Greenfield Project
3 7 (4.24%) Driving Licence
3 7 (4.24%) NHS
4 6 (3.64%) Data Structures
4 6 (3.64%) Management Information System
5 4 (2.42%) Computer Science
5 4 (2.42%) Enterprise Software
6 3 (1.82%) Clustering
7 1 (0.61%) Fintech
7 1 (0.61%) PMI
7 1 (0.61%) Replication
7 1 (0.61%) Self-Motivation
7 1 (0.61%) User Experience
Operating Systems
1 3 (1.82%) Linux
2 2 (1.21%) Windows
2 2 (1.21%) Windows Server 2008
2 2 (1.21%) Windows Server 2012
3 1 (0.61%) Apple iOS
3 1 (0.61%) Unix
Processes & Methodologies
1 95 (57.58%) Business Intelligence
2 80 (48.48%) Agile Software Development
3 72 (43.64%) ETL
4 40 (24.24%) Data Modelling
4 40 (24.24%) Kimball Methodology
5 39 (23.64%) Data Analysis
5 39 (23.64%) Migration
6 37 (22.42%) Analytics
7 34 (20.61%) Visualisation
8 32 (19.39%) Performance Tuning
9 30 (18.18%) CRM
10 29 (17.58%) Problem-Solving
11 23 (13.94%) Data Management
11 23 (13.94%) Data Visualisation
11 23 (13.94%) Dimensional Modelling
12 22 (13.33%) Data Migration
13 21 (12.73%) Asset Management
14 20 (12.12%) Data Cleansing
15 19 (11.52%) Data Integration
16 18 (10.91%) Scrum
Programming Languages
1 129 (78.18%) SQL
2 74 (44.85%) T-SQL
3 9 (5.45%) Java
4 8 (4.85%) JavaScript
5 5 (3.03%) ABAP
6 4 (2.42%) Java 8
7 3 (1.82%) C#
8 2 (1.21%) Bash Shell
8 2 (1.21%) Korn
8 2 (1.21%) Python
9 1 (0.61%) Data Analysis Expressions (DAX)
9 1 (0.61%) Groovy
9 1 (0.61%) Perl
9 1 (0.61%) PL/SQL
9 1 (0.61%) R
9 1 (0.61%) SAS Macro
9 1 (0.61%) Scala
9 1 (0.61%) U-SQL
9 1 (0.61%) VB
9 1 (0.61%) VB.NET
Qualifications
1 25 (15.15%) Degree
2 9 (5.45%) Master's Degree
3 2 (1.21%) Computer Science Degree
4 1 (0.61%) ACCA
4 1 (0.61%) CBAP
4 1 (0.61%) CIMA
4 1 (0.61%) IIBA
4 1 (0.61%) PMI Certification
Quality Assurance & Compliance
1 28 (16.97%) Data Quality
2 6 (3.64%) QA
3 2 (1.21%) GDPR
System Software
1 2 (1.21%) Docker
Systems Management
1 4 (2.42%) Ansible
1 4 (2.42%) Terraform
2 2 (1.21%) Microsoft Clustering
3 1 (0.61%) Kubernetes
Vendors
1 58 (35.15%) Microsoft
2 32 (19.39%) Tableau
3 26 (15.76%) Oracle
4 24 (14.55%) SAP
5 7 (4.24%) Informatica
6 6 (3.64%) Netezza
7 5 (3.03%) Capita
8 4 (2.42%) Birst
8 4 (2.42%) Teradata
9 3 (1.82%) Ab Initio
9 3 (1.82%) Alteryx
9 3 (1.82%) Hortonworks
9 3 (1.82%) Salesforce.com
10 2 (1.21%) Cognos
10 2 (1.21%) IBM
10 2 (1.21%) IFS
10 2 (1.21%) Infor
10 2 (1.21%) JD Edwards
10 2 (1.21%) Talend
10 2 (1.21%) Workday