Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South East > Berkshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 109 173 163
Rank change year-on-year +64 -10 -84
Permanent jobs citing Data Warehouse 158 88 162
As % of all permanent IT jobs advertised in Berkshire 2.57% 1.39% 1.86%
As % of the Database & Business Intelligence category 8.38% 4.84% 7.43%
Number of salaries quoted 138 86 166
Berkshire median annual salary £50,000 £51,250 £52,500
Median salary % change year-on-year -2.44% -2.38% -
10th Percentile £34,250 £31,000 £41,250
90th Percentile £74,125 £78,125 £76,250
South East median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +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 1,886 1,819 2,180
As % of all permanent IT jobs advertised in Berkshire 30.70% 28.76% 25.01%
Number of salaries quoted 1,453 1,568 1,871
Berkshire median annual salary £52,500 £47,500 £47,500
Median salary % change year-on-year +10.53% - -
10th Percentile £32,000 £29,000 £30,500
90th Percentile £75,000 £71,250 £68,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

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 15 November 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 15 November 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 +57 72 £51,250 +20.59% 3
Maidenhead -25 22 £47,500 -9.52% 3
Slough -3 16 £60,000 +4.35% 3
Newbury +21 13 £70,000 +64.71% 2
Bracknell -18 10 £32,500 -23.53% 1
Windsor - 6 £51,250 - 1
Wokingham +15 3 £39,750 -6.47%
Data Warehouse
South East

For the 6 months to 15 November 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.

1 122 (77.22%) SQL
2 101 (63.92%) Business Intelligence
3 96 (60.76%) SQL Server
4 82 (51.90%) SQL Server Integration Services
5 81 (51.27%) SQL Server Reporting Services
6 69 (43.67%) Microsoft
6 69 (43.67%) ETL
7 66 (41.77%) SQL Server Analysis Services
8 63 (39.87%) T-SQL
9 62 (39.24%) Agile Software Development
10 56 (35.44%) Data Modelling
11 54 (34.18%) Power BI
12 41 (25.95%) Finance
13 40 (25.32%) Analytics
14 39 (24.68%) Microsoft Azure
15 38 (24.05%) Tableau
16 36 (22.78%) Analytical Skills
17 34 (21.52%) Visualisation
18 33 (20.89%) Big Data
19 31 (19.62%) Data Analysis
20 30 (18.99%) Oracle
21 29 (18.35%) Problem-Solving
22 28 (17.72%) Dimensional Modelling
23 27 (17.09%) Degree
23 27 (17.09%) Migration
24 26 (16.46%) Data Management
24 26 (16.46%) Relational Database
25 24 (15.19%) BusinessObjects
26 23 (14.56%) CRM
26 23 (14.56%) Data Quality

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 (6.96%) Apache Spark
1 11 (6.96%) SharePoint
2 4 (2.53%) Apache Pig
2 4 (2.53%) Elasticsearch
3 2 (1.27%) OpenStack
3 2 (1.27%) SAS
4 1 (0.63%) JBoss
Applications
1 16 (10.13%) Microsoft Excel
2 2 (1.27%) Microsoft Office
2 2 (1.27%) Microsoft PowerPoint
3 1 (0.63%) Spreadsheet
Business Applications
1 10 (6.33%) Dynamics CRM
2 8 (5.06%) SAP CO
2 8 (5.06%) SAP FI
2 8 (5.06%) SAP FI/CO
3 4 (2.53%) SAP S/4HANA
4 1 (0.63%) Dynamics NAV
4 1 (0.63%) NetSuite
Cloud Services
1 39 (24.68%) Microsoft Azure
2 13 (8.23%) Azure Data Factory
3 12 (7.59%) Amazon AWS
4 11 (6.96%) Office 365
5 9 (5.70%) Dynamics 365
6 4 (2.53%) Amazon EC2
6 4 (2.53%) Amazon EMR
6 4 (2.53%) Cloud Computing
6 4 (2.53%) GitHub
7 3 (1.90%) PaaS
8 2 (1.27%) Amazon ElastiCache
8 2 (1.27%) Amazon SQS
Communications & Networking
1 4 (2.53%) HTTP
2 2 (1.27%) AMQP
3 1 (0.63%) SMS
Database & Business Intelligence
1 96 (60.76%) SQL Server
2 82 (51.90%) SQL Server Integration Services
3 81 (51.27%) SQL Server Reporting Services
4 66 (41.77%) SQL Server Analysis Services
5 54 (34.18%) Power BI
6 33 (20.89%) Big Data
7 26 (16.46%) Relational Database
8 24 (15.19%) BusinessObjects
9 21 (13.29%) SQL Server 2008
10 17 (10.76%) Star Schema
11 13 (8.23%) BusinessObjects Web Intelligence
11 13 (8.23%) QlikView
12 12 (7.59%) SAP BW
12 12 (7.59%) SQL Server 2005
13 11 (6.96%) Data Lake
14 10 (6.33%) Crystal Reports
14 10 (6.33%) Microsoft Analysis Services
14 10 (6.33%) OLAP
15 9 (5.70%) Lumira
15 9 (5.70%) Snowflake Schema
Development Applications
1 9 (5.70%) SQL Server Management Studio (SSMS)
2 7 (4.43%) JIRA
3 6 (3.80%) Jenkins
4 4 (2.53%) Eclipse
4 4 (2.53%) ERwin
4 4 (2.53%) Git (software)
4 4 (2.53%) Subversion
4 4 (2.53%) Team Foundation Server
5 2 (1.27%) Cucumber
5 2 (1.27%) Gatling
5 2 (1.27%) JMeter
5 2 (1.27%) JUnit
5 2 (1.27%) SpecFlow
5 2 (1.27%) Toad
General
1 41 (25.95%) Finance
2 15 (9.49%) Advertising
3 11 (6.96%) Telecoms
4 7 (4.43%) Retail
5 6 (3.80%) Manufacturing
6 5 (3.16%) Marketing
7 4 (2.53%) Pharmaceutical
8 3 (1.90%) Banking
9 2 (1.27%) Back Office
9 2 (1.27%) Electronics
9 2 (1.27%) Games
Job Titles
1 76 (48.10%) Developer
2 40 (25.32%) Business Intelligence Developer
3 37 (23.42%) Analyst
4 22 (13.92%) Architect
5 19 (12.03%) Senior Developer
6 18 (11.39%) Business Intelligence Analyst
7 14 (8.86%) SQL Developer
8 12 (7.59%) Data Architect
9 11 (6.96%) Head of Technology
9 11 (6.96%) Solutions Architect
9 11 (6.96%) SSRS Developer
10 10 (6.33%) Data Analyst
10 10 (6.33%) SQL Analyst
10 10 (6.33%) Systems Analyst
11 8 (5.06%) Analyst Developer
11 8 (5.06%) SAP Analyst
11 8 (5.06%) SAP BW Analyst
11 8 (5.06%) Software Developer
12 7 (4.43%) Business Intelligence Solutions Architect
12 7 (4.43%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 18 (11.39%) .NET
2 16 (10.13%) MDX
3 11 (6.96%) XML
4 8 (5.06%) Kafka
5 7 (4.43%) CSS
5 7 (4.43%) HTML
5 7 (4.43%) Web Services
6 6 (3.80%) AngularJS
6 6 (3.80%) JSON
6 6 (3.80%) Middleware
6 6 (3.80%) RESTful
7 5 (3.16%) ASP.NET
7 5 (3.16%) J2EE
7 5 (3.16%) jQuery
8 4 (2.53%) ASP.NET Web API
8 4 (2.53%) HTML5
8 4 (2.53%) React
8 4 (2.53%) Spark Streaming
8 4 (2.53%) WCF
8 4 (2.53%) WinForms
Miscellaneous
1 36 (22.78%) Analytical Skills
2 10 (6.33%) Greenfield Project
3 8 (5.06%) Computer Science
3 8 (5.06%) Data Structures
4 7 (4.43%) Driving Licence
4 7 (4.43%) NHS
5 6 (3.80%) Management Information System
6 5 (3.16%) Self-Motivation
7 3 (1.90%) Clustering
8 2 (1.27%) Enterprise Software
9 1 (0.63%) Algorithms
9 1 (0.63%) Fintech
9 1 (0.63%) PMI
9 1 (0.63%) Replication
9 1 (0.63%) User Experience
Operating Systems
1 7 (4.43%) Linux
1 7 (4.43%) Windows
2 5 (3.16%) Unix
3 2 (1.27%) Windows Server 2008
3 2 (1.27%) Windows Server 2012
4 1 (0.63%) Apple iOS
Processes & Methodologies
1 101 (63.92%) Business Intelligence
2 69 (43.67%) ETL
3 62 (39.24%) Agile Software Development
4 56 (35.44%) Data Modelling
5 40 (25.32%) Analytics
6 34 (21.52%) Visualisation
7 31 (19.62%) Data Analysis
8 29 (18.35%) Problem-Solving
9 28 (17.72%) Dimensional Modelling
10 27 (17.09%) Migration
11 26 (16.46%) Data Management
12 23 (14.56%) CRM
13 22 (13.92%) Data Visualisation
13 22 (13.92%) Kimball Methodology
14 21 (13.29%) Data Integration
14 21 (13.29%) Performance Tuning
15 19 (12.03%) SDLC
16 18 (11.39%) Scrum
17 15 (9.49%) Data Mapping
18 13 (8.23%) Data Architecture
Programming Languages
1 122 (77.22%) SQL
2 63 (39.87%) T-SQL
3 10 (6.33%) Java
4 8 (5.06%) ABAP
4 8 (5.06%) C#
4 8 (5.06%) JavaScript
5 7 (4.43%) Python
5 7 (4.43%) Scala
6 5 (3.16%) VB
6 5 (3.16%) VB.NET
7 4 (2.53%) Shell Script
8 3 (1.90%) U-SQL
9 2 (1.27%) Bash Shell
9 2 (1.27%) Java 8
9 2 (1.27%) Korn
9 2 (1.27%) R
9 2 (1.27%) SAS Macro
10 1 (0.63%) MATLAB
10 1 (0.63%) Perl
10 1 (0.63%) PL/SQL
Qualifications
1 27 (17.09%) Degree
2 9 (5.70%) Master's Degree
3 6 (3.80%) Computer Science Degree
4 1 (0.63%) ACCA
4 1 (0.63%) CBAP
4 1 (0.63%) CIMA
4 1 (0.63%) IIBA
4 1 (0.63%) ISEB
4 1 (0.63%) ISTQB
4 1 (0.63%) ISTQB Foundation Certification
4 1 (0.63%) PMI Certification
Quality Assurance & Compliance
1 23 (14.56%) Data Quality
2 8 (5.06%) QA
3 2 (1.27%) GDPR
System Software
1 4 (2.53%) Apache Flume
1 4 (2.53%) HDFS
1 4 (2.53%) Virtual Machines
2 1 (0.63%) Docker
Systems Management
1 5 (3.16%) Kubernetes
2 4 (2.53%) Kibana
2 4 (2.53%) Oozie
2 4 (2.53%) Rundeck
3 2 (1.27%) Ansible
3 2 (1.27%) Microsoft Clustering
3 2 (1.27%) Terraform
Vendors
1 69 (43.67%) Microsoft
2 38 (24.05%) Tableau
3 30 (18.99%) Oracle
4 21 (13.29%) SAP
5 10 (6.33%) Teradata
6 9 (5.70%) Ab Initio
7 8 (5.06%) Hortonworks
8 4 (2.53%) Alteryx
8 4 (2.53%) Cloudera
8 4 (2.53%) Informatica
9 3 (1.90%) Netezza
10 2 (1.27%) Birst
10 2 (1.27%) Epicor
10 2 (1.27%) IBM
10 2 (1.27%) Sage
10 2 (1.27%) Salesforce.com
10 2 (1.27%) Talend
11 1 (0.63%) Facebook
11 1 (0.63%) IFS
11 1 (0.63%) RapidMiner