Period
to 26 April 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 146 143 157
Rank change year-on-year -3 +14 +6
Permanent jobs citing Data Warehouse 271 255 296
As % of all permanent IT jobs advertised in the East of England 2.10% 2.09% 2.04%
As % of the Database & Business Intelligence category 7.34% 7.33% 7.53%
Number of salaries quoted 237 230 263
East of England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £33,750 £33,750 £31,250
90th Percentile £77,500 £77,500 £67,500
England median annual salary £52,500 £52,500 £52,500

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 3,690 3,481 3,931
As % of all permanent IT jobs advertised in the East of England 28.59% 28.52% 27.03%
Number of salaries quoted 3,045 2,910 3,284
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,500 £28,487 £26,250
90th Percentile £70,000 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% 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 26 April 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 26 April 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
Hertfordshire -2 90 £50,000 -13.04% 11
Essex +38 88 £57,500 +21.05% 7
Cambridgeshire -2 57 £45,000 -14.29% 8
Suffolk -8 18 £55,000 +22.22% 1
Bedfordshire +4 14 £65,000 +30.00% 8
Norfolk -13 4 £37,750 -3.21%
Data Warehouse
England

For the 6 months to 26 April 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.

1 181 (66.79%) Business Intelligence
2 143 (52.77%) SQL
3 138 (50.92%) SQL Server
4 119 (43.91%) SQL Server Integration Services
5 104 (38.38%) ETL
6 98 (36.16%) SQL Server Reporting Services
7 97 (35.79%) T-SQL
8 94 (34.69%) SQL Server Analysis Services
9 77 (28.41%) Microsoft
10 76 (28.04%) Data Modelling
11 74 (27.31%) Big Data
12 72 (26.57%) Hadoop
13 71 (26.20%) Analytics
14 66 (24.35%) Visualisation
15 64 (23.62%) Relational Database
16 63 (23.25%) Analytical Skills
17 59 (21.77%) Tableau
18 53 (19.56%) Agile Software Development
19 52 (19.19%) Power BI
20 50 (18.45%) Data Visualisation
21 46 (16.97%) Retail
22 43 (15.87%) SQL Server 2016
23 42 (15.50%) Oracle
24 41 (15.13%) Degree
24 41 (15.13%) Performance Tuning
25 38 (14.02%) Finance
26 37 (13.65%) Kimball Methodology
27 35 (12.92%) SQL Server 2014
27 35 (12.92%) Advertising
27 35 (12.92%) Microsoft Analysis Services

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 18 (6.64%) Apache Spark
2 10 (3.69%) Apache Pig
3 4 (1.48%) JBoss
3 4 (1.48%) NetWeaver
3 4 (1.48%) Oracle SOA Suite
3 4 (1.48%) SAS
3 4 (1.48%) WildFly
4 3 (1.11%) Exchange Server 2013
4 3 (1.11%) SharePoint
4 3 (1.11%) Skype for Business
5 1 (0.37%) Apache Solr
5 1 (0.37%) BizTalk Server
5 1 (0.37%) Elasticsearch
5 1 (0.37%) IIS
5 1 (0.37%) MS Exchange
Applications
1 25 (9.23%) Microsoft Excel
2 9 (3.32%) Microsoft Office
3 4 (1.48%) Spreadsheet
4 1 (0.37%) MS Visio
4 1 (0.37%) Weka
Business Applications
1 2 (0.74%) BASE24
1 2 (0.74%) Cognos Business Intelligence
1 2 (0.74%) Cognos TM1
1 2 (0.74%) Postilion
2 1 (0.37%) Adobe Campaign
2 1 (0.37%) FastStats
2 1 (0.37%) FastStats PeopleStage
2 1 (0.37%) Oracle 11i
2 1 (0.37%) Oracle EBS
2 1 (0.37%) SAP MDG
2 1 (0.37%) SAP MDM
Cloud Services
1 34 (12.55%) Microsoft Azure
2 17 (6.27%) Amazon AWS
3 6 (2.21%) Amazon S3
3 6 (2.21%) Serverless
4 4 (1.48%) Google Cloud Platform
5 3 (1.11%) Amazon EMR
5 3 (1.11%) Azure Data Factory
5 3 (1.11%) Office 365
6 1 (0.37%) AWS CloudFormation
6 1 (0.37%) AWS Lambda
6 1 (0.37%) Cloud Computing
6 1 (0.37%) GitHub
6 1 (0.37%) IaaS
6 1 (0.37%) PaaS
Communications & Networking
1 12 (4.43%) DNS
2 6 (2.21%) DHCP
2 6 (2.21%) Firewall
2 6 (2.21%) TCP/IP
3 5 (1.85%) Wireless
4 3 (1.11%) FTP
4 3 (1.11%) Skype
5 2 (0.74%) NAS
6 1 (0.37%) Network Security
6 1 (0.37%) SAN
Database & Business Intelligence
1 138 (50.92%) SQL Server
2 119 (43.91%) SQL Server Integration Services
3 98 (36.16%) SQL Server Reporting Services
4 94 (34.69%) SQL Server Analysis Services
5 74 (27.31%) Big Data
6 72 (26.57%) Hadoop
7 64 (23.62%) Relational Database
8 52 (19.19%) Power BI
9 43 (15.87%) SQL Server 2016
10 35 (12.92%) Microsoft Analysis Services
10 35 (12.92%) SQL Server 2014
11 25 (9.23%) Semantic Layer
12 24 (8.86%) Apache Hive
13 23 (8.49%) SQL Server 2012
14 21 (7.75%) NoSQL
15 20 (7.38%) RDBMS
16 19 (7.01%) MySQL
17 17 (6.27%) MongoDB
17 17 (6.27%) MS Access
17 17 (6.27%) Snowflake Schema
Development Applications
1 17 (6.27%) SQL Server Management Studio (SSMS)
2 16 (5.90%) Team Foundation Server
3 2 (0.74%) Git (software)
4 1 (0.37%) Bitbucket
4 1 (0.37%) ERwin
4 1 (0.37%) JIRA
4 1 (0.37%) MSTest
4 1 (0.37%) NUnit
4 1 (0.37%) SpecFlow
General
1 46 (16.97%) Retail
2 38 (14.02%) Finance
3 35 (12.92%) Advertising
4 25 (9.23%) Publishing
5 21 (7.75%) Marketing
6 17 (6.27%) Automotive
7 5 (1.85%) Banking
7 5 (1.85%) Legal
8 1 (0.37%) Games
8 1 (0.37%) Telecoms
Job Titles
1 99 (36.53%) Developer
2 61 (22.51%) Analyst
2 61 (22.51%) Business Intelligence Developer
3 46 (16.97%) Business Intelligence Analyst
4 30 (11.07%) Architect
5 29 (10.70%) Business Analyst
6 25 (9.23%) Business Intelligence Business Analyst
7 21 (7.75%) DBA
8 20 (7.38%) Data Warehouse Developer
9 19 (7.01%) SQL DBA
9 19 (7.01%) SQL Developer
10 18 (6.64%) Business Intelligence Specialist
10 18 (6.64%) SQL Server DBA
11 15 (5.54%) Data Engineer
12 14 (5.17%) Report Developer
13 13 (4.80%) Big Data Engineer
13 13 (4.80%) Data Architect
13 13 (4.80%) Microsoft Developer
13 13 (4.80%) Tableau Specialist
14 12 (4.43%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 21 (7.75%) REST
2 19 (7.01%) Web Services
3 17 (6.27%) .NET
4 11 (4.06%) Google Maps API
4 11 (4.06%) MDX
4 11 (4.06%) Middleware
5 10 (3.69%) Kafka
5 10 (3.69%) SOAP
6 9 (3.32%) RabbitMQ
7 4 (1.48%) EDI
7 4 (1.48%) Java EE
7 4 (1.48%) Spring
7 4 (1.48%) WCF
8 3 (1.11%) ASP.NET
8 3 (1.11%) ASP.NET Web API
9 2 (0.74%) ADSI
9 2 (0.74%) RESTful
10 1 (0.37%) ASP.NET MVC
10 1 (0.37%) CSS
10 1 (0.37%) HTML
Miscellaneous
1 63 (23.25%) Analytical Skills
2 22 (8.12%) Management Information System
3 21 (7.75%) Replication
4 20 (7.38%) Clustering
5 16 (5.90%) NHS
6 15 (5.54%) Self-Motivation
7 13 (4.80%) Greenfield Project
8 7 (2.58%) Data Structures
8 7 (2.58%) Fintech
9 6 (2.21%) Computer Science
10 4 (1.48%) User Experience
11 2 (0.74%) Client/Server
12 1 (0.37%) Algorithms
12 1 (0.37%) EMC VNX
12 1 (0.37%) Life Science
12 1 (0.37%) Mainframe
Operating Systems
1 10 (3.69%) Windows
2 8 (2.95%) Linux
3 6 (2.21%) Windows Server
4 3 (1.11%) Windows Server 2008
4 3 (1.11%) Windows Server 2012
5 2 (0.74%) AIX
5 2 (0.74%) Apple iOS
6 1 (0.37%) Unix
6 1 (0.37%) Windows 7
6 1 (0.37%) Windows XP
Processes & Methodologies
1 181 (66.79%) Business Intelligence
2 104 (38.38%) ETL
3 76 (28.04%) Data Modelling
4 71 (26.20%) Analytics
5 66 (24.35%) Visualisation
6 53 (19.56%) Agile Software Development
7 50 (18.45%) Data Visualisation
8 41 (15.13%) Performance Tuning
9 37 (13.65%) Kimball Methodology
10 32 (11.81%) Data Architecture
11 28 (10.33%) Data Management
11 28 (10.33%) SDLC
12 24 (8.86%) Data Analytics
13 22 (8.12%) ETL Development
14 21 (7.75%) Mathematics
14 21 (7.75%) Problem-Solving
15 17 (6.27%) Data Integration
15 17 (6.27%) Database Tuning
15 17 (6.27%) Dimensional Modelling
15 17 (6.27%) Validation
Programming Languages
1 143 (52.77%) SQL
2 97 (35.79%) T-SQL
3 25 (9.23%) VBA
4 22 (8.12%) PowerShell
5 21 (7.75%) Python
6 14 (5.17%) Java
7 13 (4.80%) Data Analysis Expressions (DAX)
8 7 (2.58%) C#
9 5 (1.85%) Scala
10 4 (1.48%) JavaScript
11 3 (1.11%) PL/SQL
11 3 (1.11%) R
12 2 (0.74%) Go
13 1 (0.37%) ABAP
13 1 (0.37%) Bash Shell
13 1 (0.37%) C++
13 1 (0.37%) MATLAB
13 1 (0.37%) Perl
13 1 (0.37%) Shell Script
13 1 (0.37%) VBScript
Qualifications
1 41 (15.13%) Degree
2 8 (2.95%) Numerate Degree
3 7 (2.58%) DBS Check
4 5 (1.85%) Microsoft Certification
4 5 (1.85%) Security Cleared
5 4 (1.48%) ITIL Foundation Certificate
6 3 (1.11%) SC Cleared
7 2 (0.74%) TOGAF Certification
8 1 (0.37%) Computer Science Degree
8 1 (0.37%) ISEB
8 1 (0.37%) ISTQB
Quality Assurance & Compliance
1 16 (5.90%) PMO
2 13 (4.80%) QA
3 8 (2.95%) SLA
4 7 (2.58%) GDPR
5 5 (1.85%) ISO/IEC 27001
6 3 (1.11%) Data Quality
6 3 (1.11%) ISO/IEC 20000
System Software
1 13 (4.80%) Active Directory
2 11 (4.06%) HDFS
3 10 (3.69%) Apache Flume
4 9 (3.32%) Docker
5 1 (0.37%) Oracle RAC
5 1 (0.37%) VMware Infrastructure
Systems Management
1 3 (1.11%) SCCM
2 2 (0.74%) Oozie
2 2 (0.74%) Systems Management Server (SMS)
3 1 (0.37%) Ansible
3 1 (0.37%) Backup Exec
3 1 (0.37%) Failover Clustering
3 1 (0.37%) Packer
3 1 (0.37%) Terraform
Vendors
1 77 (28.41%) Microsoft
2 59 (21.77%) Tableau
3 42 (15.50%) Oracle
4 18 (6.64%) Facebook
5 17 (6.27%) Cognos
6 16 (5.90%) Google
6 16 (5.90%) SAP
7 10 (3.69%) Cloudera
7 10 (3.69%) Hortonworks
7 10 (3.69%) IBM
8 9 (3.32%) MapR
9 5 (1.85%) Teradata
10 4 (1.48%) VMware
11 3 (1.11%) Informatica
11 3 (1.11%) NetApp
12 2 (0.74%) Hyperion
12 2 (0.74%) RedGate
12 2 (0.74%) Talend
12 2 (0.74%) Twitter
13 1 (0.37%) Guidewire