Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 182 122 134
Rank change year-on-year -60 +12 +22
Permanent jobs citing Data Warehouse 187 320 339
As % of all permanent IT jobs advertised in the East of England 1.57% 2.42% 2.20%
As % of the Database & Business Intelligence category 5.62% 8.87% 7.69%
Number of salaries quoted 158 302 280
East of England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £33,750 £32,500 £32,855
90th Percentile £72,500 £72,500 £63,875
England median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +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 3327 3609 4407
As % of all permanent IT jobs advertised in the East of England 27.86% 27.26% 28.63%
Number of salaries quoted 2770 3041 3783
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £30,000 £27,500 £26,250
90th Percentile £67,500 £67,500 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 18 November 2017.

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 18 November 2017. 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
Hertfordshire -36 63 £55,000 +4.76% 5
Essex +11 60 £50,000 +17.65% 1
Suffolk +33 32 £43,750 +16.67%
Bedfordshire -6 19 £57,500 +15.00% 3
Cambridgeshire -81 10 £65,000 +30.00% 2
Norfolk +11 2 £36,250 -8.23%
East Anglia 0 1 - -
Data Warehouse
England

For the 6 months to 18 November 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Data Warehouse.

1 130 (69.52%) SQL
2 120 (64.17%) Business Intelligence
3 110 (58.82%) ETL
4 104 (55.61%) SQL Server Integration Services
5 96 (51.34%) SQL Server
6 70 (37.43%) SQL Server Analysis Services
7 68 (36.36%) T-SQL
8 67 (35.83%) SQL Server Reporting Services
9 58 (31.02%) Microsoft
10 52 (27.81%) Agile Software Development
10 52 (27.81%) Data Modelling
11 49 (26.20%) Analytical Skills
12 45 (24.06%) Oracle
13 43 (22.99%) Big Data
14 37 (19.79%) Power BI
15 36 (19.25%) Tableau
16 35 (18.72%) Analytics
17 33 (17.65%) Kimball Methodology
17 33 (17.65%) Finance
18 30 (16.04%) Hadoop
18 30 (16.04%) .NET
18 30 (16.04%) SQL Server 2014
19 29 (15.51%) Relational Database
20 28 (14.97%) Performance Tuning
20 28 (14.97%) SQL Server 2016
21 27 (14.44%) ETL Development
21 27 (14.44%) SQL Server 2012
22 26 (13.90%) Visualisation
23 25 (13.37%) QlikView
24 24 (12.83%) Degree

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 12 (6.42%) Apache Spark
2 8 (4.28%) SAS
3 5 (2.67%) Oracle SOA Suite
4 4 (2.14%) JBoss
4 4 (2.14%) WildFly
5 1 (0.53%) Apache Pig
5 1 (0.53%) Apache Solr
5 1 (0.53%) CMS
5 1 (0.53%) Elasticsearch
5 1 (0.53%) SharePoint
5 1 (0.53%) WebLogic
Applications
1 14 (7.49%) Microsoft Excel
2 1 (0.53%) Microsoft Office
Business Applications
1 2 (1.07%) Dynamics CRM
1 2 (1.07%) Dynamics NAV
2 1 (0.53%) SAP MDG
2 1 (0.53%) SAP MDM
Cloud Services
1 19 (10.16%) Microsoft Azure
2 13 (6.95%) Google Cloud Platform
3 11 (5.88%) Amazon AWS
4 6 (3.21%) Amazon S3
5 4 (2.14%) Amazon EMR
6 3 (1.60%) SaaS
7 2 (1.07%) Serverless
8 1 (0.53%) Amazon Kinesis
8 1 (0.53%) AWS CloudFormation
8 1 (0.53%) AWS Lambda
8 1 (0.53%) Cloud Computing
8 1 (0.53%) IBM Blueworks
8 1 (0.53%) Office 365
Communications & Networking
1 14 (7.49%) DNS
1 14 (7.49%) Firewall
2 3 (1.60%) Internet
Database & Business Intelligence
1 104 (55.61%) SQL Server Integration Services
2 96 (51.34%) SQL Server
3 70 (37.43%) SQL Server Analysis Services
4 67 (35.83%) SQL Server Reporting Services
5 43 (22.99%) Big Data
6 37 (19.79%) Power BI
7 30 (16.04%) Hadoop
7 30 (16.04%) SQL Server 2014
8 29 (15.51%) Relational Database
9 28 (14.97%) SQL Server 2016
10 27 (14.44%) SQL Server 2012
11 25 (13.37%) QlikView
12 22 (11.76%) Oracle Database
13 20 (10.70%) RDBMS
14 17 (9.09%) MS Access
15 15 (8.02%) Microsoft Analysis Services
16 14 (7.49%) OLAP
16 14 (7.49%) SAP Data Services
17 13 (6.95%) Amazon Redshift
17 13 (6.95%) NoSQL
Development Applications
1 21 (11.23%) Team Foundation Server
2 6 (3.21%) SQL Server Management Studio (SSMS)
3 4 (2.14%) Subversion
4 2 (1.07%) Visual Studio
5 1 (0.53%) ERwin
5 1 (0.53%) Git (software)
5 1 (0.53%) HP UFT
5 1 (0.53%) JIRA
5 1 (0.53%) Talend Open Studio
General
1 33 (17.65%) Finance
2 17 (9.09%) Advertising
3 16 (8.56%) Retail
4 9 (4.81%) Marketing
5 8 (4.28%) Publishing
6 6 (3.21%) Banking
7 3 (1.60%) Automotive
8 2 (1.07%) Games
8 2 (1.07%) Legal
9 1 (0.53%) Telecoms
Job Titles
1 95 (50.80%) Developer
2 53 (28.34%) Business Intelligence Developer
3 36 (19.25%) Analyst
4 31 (16.58%) SQL Developer
5 27 (14.44%) Data Warehouse Developer
6 22 (11.76%) ETL Developer
7 21 (11.23%) Business Analyst
8 18 (9.63%) Database Developer
9 16 (8.56%) Architect
10 14 (7.49%) Data Analyst
10 14 (7.49%) SQL Database Developer
11 13 (6.95%) Business Intelligence Analyst
11 13 (6.95%) Oracle Database Developer
11 13 (6.95%) Oracle Developer
12 11 (5.88%) Business Intelligence Specialist
12 11 (5.88%) Data Business Analyst
12 11 (5.88%) Oracle Data Warehouse Developer
12 11 (5.88%) Oracle ETL Developer
12 11 (5.88%) PL/SQL Developer
12 11 (5.88%) SSIS Developer
Libraries, Frameworks & Software Standards
1 30 (16.04%) .NET
2 20 (10.70%) SOAP
2 20 (10.70%) Web Services
3 19 (10.16%) MDX
4 16 (8.56%) REST
5 8 (4.28%) XML
6 6 (3.21%) .NET Framework
7 5 (2.67%) WCF
8 4 (2.14%) Java EE
8 4 (2.14%) Spring
9 1 (0.53%) ADSI
9 1 (0.53%) ASP.NET Web API
9 1 (0.53%) DBIx::Class
9 1 (0.53%) Kafka
9 1 (0.53%) Lucene
9 1 (0.53%) Middleware
9 1 (0.53%) SAML
9 1 (0.53%) SQLAlchemy
9 1 (0.53%) WPF
9 1 (0.53%) Xapian
Miscellaneous
1 49 (26.20%) Analytical Skills
2 12 (6.42%) Management Information System
3 10 (5.35%) Clustering
4 9 (4.81%) Replication
5 5 (2.67%) Computer Science
6 4 (2.14%) NHS
7 3 (1.60%) Algorithms
7 3 (1.60%) Data Structures
7 3 (1.60%) PDA
8 2 (1.07%) Credit Risk
9 1 (0.53%) Data Centre
9 1 (0.53%) Enterprise Software
9 1 (0.53%) Equities
9 1 (0.53%) Life Science
9 1 (0.53%) Mobile Payment
9 1 (0.53%) PKI
9 1 (0.53%) Reference Data
9 1 (0.53%) Taxonomies
9 1 (0.53%) User Experience
9 1 (0.53%) VLE
Operating Systems
1 17 (9.09%) Linux
2 3 (1.60%) Windows
3 2 (1.07%) Unix
3 2 (1.07%) Windows Server
4 1 (0.53%) Solaris
4 1 (0.53%) Windows 7
4 1 (0.53%) Windows Server 2008
Processes & Methodologies
1 120 (64.17%) Business Intelligence
2 110 (58.82%) ETL
3 52 (27.81%) Agile Software Development
3 52 (27.81%) Data Modelling
4 35 (18.72%) Analytics
5 33 (17.65%) Kimball Methodology
6 28 (14.97%) Performance Tuning
7 27 (14.44%) ETL Development
8 26 (13.90%) Visualisation
9 22 (11.76%) Data Architecture
10 21 (11.23%) Unit Testing
11 19 (10.16%) Data Visualisation
12 18 (9.63%) Inmon Methodology
13 17 (9.09%) Database Tuning
14 16 (8.56%) Data Integration
15 13 (6.95%) Data Analysis
15 13 (6.95%) SDLC
16 12 (6.42%) Migration
17 11 (5.88%) Data Management
18 10 (5.35%) Data Engineering
Programming Languages
1 130 (69.52%) SQL
2 68 (36.36%) T-SQL
3 20 (10.70%) PL/SQL
3 20 (10.70%) VBA
4 16 (8.56%) PowerShell
5 15 (8.02%) Java
5 15 (8.02%) Python
6 12 (6.42%) C#
7 11 (5.88%) Scala
8 6 (3.21%) VB.NET
9 3 (1.60%) Shell Script
10 2 (1.07%) Bash Shell
10 2 (1.07%) Go
10 2 (1.07%) Perl
10 2 (1.07%) Ruby
11 1 (0.53%) Data Analysis Expressions (DAX)
Qualifications
1 24 (12.83%) Degree
2 3 (1.60%) Computer Science Degree
2 3 (1.60%) Numerate Degree
3 1 (0.53%) ISEB
3 1 (0.53%) Microsoft Certification
Quality Assurance & Compliance
1 12 (6.42%) QA
2 10 (5.35%) Data Quality
3 5 (2.67%) GDPR
4 2 (1.07%) ISO/IEC 27001
4 2 (1.07%) SLA
System Software
1 1 (0.53%) Active Directory
1 1 (0.53%) HDFS
1 1 (0.53%) Microsoft App-V
1 1 (0.53%) Oracle RAC
1 1 (0.53%) VMware Infrastructure
Systems Management
1 5 (2.67%) Tivoli
2 2 (1.07%) Failover Clustering
2 2 (1.07%) Oozie
3 1 (0.53%) Ansible
3 1 (0.53%) Hadoop YARN
3 1 (0.53%) OpenView
3 1 (0.53%) Packer
3 1 (0.53%) Perfmon
3 1 (0.53%) SCCM
3 1 (0.53%) Terraform
Vendors
1 58 (31.02%) Microsoft
2 45 (24.06%) Oracle
3 36 (19.25%) Tableau
4 19 (10.16%) Cognos
5 18 (9.63%) IBM
6 15 (8.02%) SAP
7 14 (7.49%) Google
8 8 (4.28%) Facebook
9 7 (3.74%) Teradata
10 6 (3.21%) MicroStrategy
11 3 (1.60%) Capita
11 3 (1.60%) Thunderhead
12 2 (1.07%) Informatica
12 2 (1.07%) Twitter
13 1 (0.53%) Ab Initio
13 1 (0.53%) Cloudera
13 1 (0.53%) Sun
13 1 (0.53%) Talend
13 1 (0.53%) Trillium
13 1 (0.53%) VMware