Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 148 131 137
Rank change year-on-year -17 +6 +4
Permanent jobs citing Data Warehouse 226 275 308
As % of all permanent IT jobs advertised in the East of England 1.88% 2.22% 2.10%
As % of the Database & Business Intelligence category 6.58% 7.95% 7.58%
Number of salaries quoted 190 256 276
East of England median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -5.26%
10th Percentile £33,750 £33,750 £32,250
90th Percentile £72,625 £77,500 £67,500
England median annual salary £51,750 £55,000 £50,000
% change year-on-year -5.91% +10.00% -4.76%

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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3,434 3,458 4,063
As % of all permanent IT jobs advertised in the East of England 28.56% 27.87% 27.65%
Number of salaries quoted 2,879 2,903 3,477
East of England median annual salary £46,500 £45,000 £45,000
Median salary % change year-on-year +3.33% - +5.88%
10th Percentile £31,250 £28,750 £26,250
90th Percentile £68,750 £66,250 £65,000
England median annual salary £50,000 £47,500 £46,230
% change year-on-year +5.26% +2.75% +2.73%

Data Warehouse
Job Vacancy Trend in the East of England

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in the East of England.

Salary trend for Data Warehouse in the East of England

Data Warehouse
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Warehouse in the East of England over the 6 months to 23 January 2018.

Salary histogram for Data Warehouse in the East of England

Data Warehouse
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the East of England region over the 6 months to 23 January 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
Essex +43 82 £59,000 +18.00% 6
Hertfordshire -15 79 £55,000 - 5
Cambridgeshire -34 27 £45,000 -17.05% 14
Suffolk +13 20 £42,500 -5.56% 4
Bedfordshire +8 14 £61,250 +11.36% 1
Norfolk -6 3 £25,500 -34.62% 1
East Anglia 0 1 - -
Data Warehouse
England

For the 6 months to 23 January 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 East of England region with a requirement for Data Warehouse.

1 157 (69.47%) Business Intelligence
2 128 (56.64%) SQL
3 116 (51.33%) SQL Server
4 114 (50.44%) SQL Server Integration Services
5 99 (43.81%) ETL
6 86 (38.05%) T-SQL
6 86 (38.05%) SQL Server Analysis Services
7 78 (34.51%) SQL Server Reporting Services
8 68 (30.09%) Data Modelling
9 67 (29.65%) Hadoop
10 66 (29.20%) Microsoft
10 66 (29.20%) Analytical Skills
11 65 (28.76%) Big Data
12 57 (25.22%) Tableau
13 52 (23.01%) Relational Database
14 51 (22.57%) Visualisation
15 49 (21.68%) Power BI
16 46 (20.35%) Analytics
17 42 (18.58%) Performance Tuning
18 41 (18.14%) SQL Server 2016
18 41 (18.14%) Agile Software Development
19 40 (17.70%) Data Visualisation
20 39 (17.26%) SQL Server 2014
20 39 (17.26%) Oracle
21 38 (16.81%) Kimball Methodology
22 37 (16.37%) Degree
23 36 (15.93%) Finance
24 32 (14.16%) ETL Development
25 30 (13.27%) .NET
25 30 (13.27%) Retail

Data Warehouse
Co-occurring IT Skills in the East of England 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 17 (7.52%) Apache Spark
2 9 (3.98%) SAS
3 8 (3.54%) Apache Pig
4 6 (2.65%) JBoss
4 6 (2.65%) WildFly
5 5 (2.21%) Oracle SOA Suite
6 2 (0.88%) NetWeaver
6 2 (0.88%) SharePoint
7 1 (0.44%) Apache Solr
7 1 (0.44%) CMS
7 1 (0.44%) Elasticsearch
7 1 (0.44%) MS Exchange
7 1 (0.44%) WebLogic
Applications
1 18 (7.96%) Microsoft Excel
2 5 (2.21%) Microsoft Office
3 1 (0.44%) MS Visio
Business Applications
1 2 (0.88%) BASE24
1 2 (0.88%) Dynamics CRM
1 2 (0.88%) Dynamics NAV
1 2 (0.88%) Postilion
2 1 (0.44%) SAP MDG
2 1 (0.44%) SAP MDM
Cloud Services
1 11 (4.87%) Amazon AWS
2 10 (4.42%) Microsoft Azure
3 9 (3.98%) Google Cloud Platform
4 6 (2.65%) Amazon S3
5 5 (2.21%) Serverless
6 1 (0.44%) Amazon EMR
6 1 (0.44%) AWS CloudFormation
6 1 (0.44%) AWS Lambda
6 1 (0.44%) Office 365
6 1 (0.44%) SaaS
Communications & Networking
1 20 (8.85%) DNS
2 17 (7.52%) Firewall
3 3 (1.33%) DHCP
3 3 (1.33%) TCP/IP
4 2 (0.88%) Wireless
5 1 (0.44%) SAN
Database & Business Intelligence
1 116 (51.33%) SQL Server
2 114 (50.44%) SQL Server Integration Services
3 86 (38.05%) SQL Server Analysis Services
4 78 (34.51%) SQL Server Reporting Services
5 67 (29.65%) Hadoop
6 65 (28.76%) Big Data
7 52 (23.01%) Relational Database
8 49 (21.68%) Power BI
9 41 (18.14%) SQL Server 2016
10 39 (17.26%) SQL Server 2014
11 27 (11.95%) Microsoft Analysis Services
11 27 (11.95%) MS Access
12 25 (11.06%) SQL Server 2012
13 24 (10.62%) Semantic Layer
14 20 (8.85%) NoSQL
15 18 (7.96%) MongoDB
16 17 (7.52%) Apache Cassandra
16 17 (7.52%) Apache Hive
16 17 (7.52%) MySQL
16 17 (7.52%) SAP Data Services
Development Applications
1 29 (12.83%) Team Foundation Server
2 10 (4.42%) SQL Server Management Studio (SSMS)
3 4 (1.77%) Subversion
4 1 (0.44%) ERwin
4 1 (0.44%) Git (software)
4 1 (0.44%) HP UFT
4 1 (0.44%) JIRA
General
1 36 (15.93%) Finance
2 30 (13.27%) Retail
3 25 (11.06%) Advertising
4 24 (10.62%) Publishing
5 16 (7.08%) Automotive
6 15 (6.64%) Marketing
7 4 (1.77%) Banking
7 4 (1.77%) Legal
8 2 (0.88%) Games
8 2 (0.88%) Telecoms
Job Titles
1 103 (45.58%) Developer
2 65 (28.76%) Business Intelligence Developer
3 48 (21.24%) Analyst
4 32 (14.16%) Business Analyst
5 30 (13.27%) Business Intelligence Analyst
6 24 (10.62%) Business Intelligence Business Analyst
7 20 (8.85%) Business Intelligence Specialist
8 18 (7.96%) Data Engineer
8 18 (7.96%) Data Warehouse Developer
8 18 (7.96%) SQL Developer
9 16 (7.08%) Big Data Engineer
10 14 (6.19%) Architect
10 14 (6.19%) DBA
10 14 (6.19%) Microsoft Developer
10 14 (6.19%) SQL DBA
10 14 (6.19%) SQL Server DBA
10 14 (6.19%) Tableau Specialist
11 13 (5.75%) Data Analyst
11 13 (5.75%) SQL Server Developer
12 12 (5.31%) ETL Developer
Libraries, Frameworks & Software Standards
1 30 (13.27%) .NET
2 25 (11.06%) Web Services
3 24 (10.62%) SOAP
4 21 (9.29%) MDX
5 20 (8.85%) REST
6 8 (3.54%) Google Maps API
6 8 (3.54%) WCF
7 7 (3.10%) Kafka
7 7 (3.10%) RabbitMQ
8 6 (2.65%) Java EE
8 6 (2.65%) Spring
8 6 (2.65%) XML
9 4 (1.77%) .NET Framework
10 3 (1.33%) ADSI
10 3 (1.33%) ASP.NET
10 3 (1.33%) ASP.NET Web API
11 2 (0.88%) EDI
12 1 (0.44%) HTML
12 1 (0.44%) Middleware
12 1 (0.44%) SAML
Miscellaneous
1 66 (29.20%) Analytical Skills
2 26 (11.50%) Management Information System
3 14 (6.19%) Clustering
3 14 (6.19%) Replication
4 7 (3.10%) NHS
5 5 (2.21%) Fintech
6 4 (1.77%) Computer Science
6 4 (1.77%) Greenfield Project
7 2 (0.88%) Client/Server
8 1 (0.44%) Data Structures
8 1 (0.44%) Enterprise Software
8 1 (0.44%) Equities
8 1 (0.44%) Life Science
8 1 (0.44%) Mainframe
8 1 (0.44%) Mobile Payment
8 1 (0.44%) PDA
8 1 (0.44%) PKI
8 1 (0.44%) Taxonomies
8 1 (0.44%) User Experience
8 1 (0.44%) VLE
Operating Systems
1 8 (3.54%) Linux
2 2 (0.88%) Apple iOS
2 2 (0.88%) Windows
2 2 (0.88%) Windows 7
3 1 (0.44%) Solaris
3 1 (0.44%) Unix
3 1 (0.44%) Windows Server
3 1 (0.44%) Windows Server 2008
3 1 (0.44%) Windows XP
Processes & Methodologies
1 157 (69.47%) Business Intelligence
2 99 (43.81%) ETL
3 68 (30.09%) Data Modelling
4 51 (22.57%) Visualisation
5 46 (20.35%) Analytics
6 42 (18.58%) Performance Tuning
7 41 (18.14%) Agile Software Development
8 40 (17.70%) Data Visualisation
9 38 (16.81%) Kimball Methodology
10 32 (14.16%) ETL Development
11 30 (13.27%) Data Management
12 29 (12.83%) Unit Testing
13 28 (12.39%) Data Architecture
14 25 (11.06%) Database Tuning
15 23 (10.18%) SDLC
16 22 (9.73%) Mathematics
17 20 (8.85%) Inmon Methodology
18 16 (7.08%) Dimensional Modelling
19 14 (6.19%) Migration
20 13 (5.75%) Data Integration
Programming Languages
1 128 (56.64%) SQL
2 86 (38.05%) T-SQL
3 29 (12.83%) VBA
4 25 (11.06%) PowerShell
5 17 (7.52%) Java
6 15 (6.64%) Python
7 11 (4.87%) C#
8 10 (4.42%) Scala
9 5 (2.21%) VB.NET
10 4 (1.77%) PL/SQL
11 2 (0.88%) Go
11 2 (0.88%) Ruby
12 1 (0.44%) Bash Shell
12 1 (0.44%) Data Analysis Expressions (DAX)
12 1 (0.44%) JavaScript
12 1 (0.44%) Perl
12 1 (0.44%) Shell Script
Qualifications
1 37 (16.37%) Degree
2 8 (3.54%) Numerate Degree
3 3 (1.33%) DBS Check
4 2 (0.88%) Microsoft Certification
5 1 (0.44%) Computer Science Degree
5 1 (0.44%) ISEB
5 1 (0.44%) ISTQB
Quality Assurance & Compliance
1 5 (2.21%) Data Quality
1 5 (2.21%) ISO/IEC 27001
1 5 (2.21%) QA
2 3 (1.33%) PMO
3 2 (0.88%) GDPR
3 2 (0.88%) SLA
System Software
1 8 (3.54%) HDFS
2 7 (3.10%) Apache Flume
2 7 (3.10%) Docker
3 4 (1.77%) Active Directory
4 1 (0.44%) Microsoft App-V
4 1 (0.44%) Oracle RAC
4 1 (0.44%) VMware Infrastructure
Systems Management
1 2 (0.88%) Tivoli
2 1 (0.44%) Ansible
2 1 (0.44%) Failover Clustering
2 1 (0.44%) Oozie
2 1 (0.44%) OpenView
2 1 (0.44%) Packer
2 1 (0.44%) SCCM
2 1 (0.44%) Terraform
Vendors
1 66 (29.20%) Microsoft
2 57 (25.22%) Tableau
3 39 (17.26%) Oracle
4 24 (10.62%) Cognos
5 21 (9.29%) Google
5 21 (9.29%) IBM
5 21 (9.29%) SAP
6 14 (6.19%) Facebook
7 8 (3.54%) Cloudera
8 7 (3.10%) Hortonworks
8 7 (3.10%) MapR
9 3 (1.33%) Teradata
10 2 (0.88%) Capita
10 2 (0.88%) Informatica
10 2 (0.88%) MicroStrategy
10 2 (0.88%) Thunderhead
10 2 (0.88%) Twitter
11 1 (0.44%) Guidewire
11 1 (0.44%) Talend
11 1 (0.44%) VMware