Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 108 134 167
Rank change year-on-year +26 +33 -38
Permanent jobs citing Data Warehouse 177 228 207
As % of all permanent IT jobs advertised in the East of England 2.67% 2.31% 1.72%
As % of the Database & Business Intelligence category 10.25% 8.89% 6.14%
Number of salaries quoted 122 171 174
East of England median annual salary £48,750 £47,500 £53,750
Median salary % change year-on-year +2.63% -11.63% +2.38%
10th Percentile £37,500 £34,750 £33,750
90th Percentile £77,500 £70,000 £72,500
England median annual salary £57,275 £55,000 £52,000
% change year-on-year +4.14% +5.77% -5.45%

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 1,726 2,566 3,369
As % of all permanent IT jobs advertised in the East of England 26.05% 25.94% 28.04%
Number of salaries quoted 1,326 2,049 2,800
East of England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £30,000 £31,200
90th Percentile £73,125 £72,500 £67,500
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 9 December 2019.

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 9 December 2019. 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
Bedfordshire +33 75 £59,000 -10.61% 6
Hertfordshire +12 62 £47,000 -9.62% 10
Cambridgeshire +9 16 £38,318 -18.90% 7
Essex -2 14 £40,000 -4.76% 2
Norfolk -20 6 £51,871 +86.99% 1
Suffolk +1 4 £48,750 +33.56% 3
Data Warehouse
England

For the 6 months to 9 December 2019, 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.

1 137 (77.40%) Business Intelligence
2 111 (62.71%) SQL
3 86 (48.59%) ETL
4 84 (47.46%) Data Modelling
4 84 (47.46%) SQL Server
5 82 (46.33%) Azure
6 81 (45.76%) Microsoft
7 76 (42.94%) Analytics
8 73 (41.24%) Power BI
8 73 (41.24%) Power Platform
9 57 (32.20%) SQL Server Integration Services
10 46 (25.99%) Analytical Skills
11 45 (25.42%) Data Lake
11 45 (25.42%) T-SQL
12 44 (24.86%) SQL Server Reporting Services
13 42 (23.73%) Agile Software Development
13 42 (23.73%) Azure SQL Data Warehouse
14 41 (23.16%) Visualisation
15 36 (20.34%) Tableau
16 33 (18.64%) SQL Server Analysis Services
16 33 (18.64%) Stakeholder Management
17 31 (17.51%) Linux
17 31 (17.51%) Data Integration
18 30 (16.95%) Data Analysis Expressions (DAX)
19 29 (16.38%) Business Analytics
19 29 (16.38%) Big Data
19 29 (16.38%) Retail
20 27 (15.25%) VBA
20 27 (15.25%) SDLC
21 26 (14.69%) AWS

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 21 (11.86%) SharePoint
2 14 (7.91%) Apache Spark
3 2 (1.13%) Oracle Workflow
4 1 (0.56%) Apache
4 1 (0.56%) Apache Airflow
4 1 (0.56%) Luigi
Applications
1 17 (9.60%) Spreadsheet
2 9 (5.08%) Microsoft Excel
3 7 (3.95%) MS Visio
4 6 (3.39%) Microsoft Office
5 4 (2.26%) InfoPath
5 4 (2.26%) Microsoft PowerPoint
6 1 (0.56%) Microsoft Project
Business Applications
1 6 (3.39%) Dynamics CRM
2 2 (1.13%) Oracle BPM
2 2 (1.13%) Oracle ERP
3 1 (0.56%) Adobe Campaign
3 1 (0.56%) Salesforce.com CRM
Cloud Services
1 82 (46.33%) Azure
2 73 (41.24%) Power Platform
3 26 (14.69%) AWS
4 23 (12.99%) Azure Data Factory
5 16 (9.04%) Office 365
6 12 (6.78%) SaaS
7 9 (5.08%) PaaS
8 8 (4.52%) GCP
9 3 (1.69%) Cloud Computing
9 3 (1.69%) IaaS
9 3 (1.69%) Serverless
10 2 (1.13%) G Suite
10 2 (1.13%) PowerApps
Communications & Networking
1 6 (3.39%) Wi-Fi
2 2 (1.13%) FTP
3 1 (0.56%) Internet
Database & Business Intelligence
1 84 (47.46%) SQL Server
2 73 (41.24%) Power BI
3 57 (32.20%) SQL Server Integration Services
4 45 (25.42%) Data Lake
5 44 (24.86%) SQL Server Reporting Services
6 42 (23.73%) Azure SQL Data Warehouse
7 33 (18.64%) SQL Server Analysis Services
8 29 (16.38%) Big Data
9 25 (14.12%) OLTP
10 18 (10.17%) OLAP
10 18 (10.17%) SQL Server 2016
11 17 (9.60%) PowerPivot
12 16 (9.04%) Enterprise Data Warehouse
13 15 (8.47%) PostgreSQL
14 13 (7.34%) Hadoop
15 12 (6.78%) Apache Hive
15 12 (6.78%) Apache Kudu
15 12 (6.78%) Impala
15 12 (6.78%) QlikView
16 11 (6.21%) NoSQL
Development Applications
1 12 (6.78%) JIRA
2 3 (1.69%) Visual Studio
3 1 (0.56%) SQL Server Management Studio (SSMS)
General
1 29 (16.38%) Retail
2 25 (14.12%) Finance
3 10 (5.65%) Marketing
4 7 (3.95%) Telecoms
5 4 (2.26%) Billing
6 3 (1.69%) Manufacturing
6 3 (1.69%) Public Sector
7 2 (1.13%) Banking
7 2 (1.13%) Electronics
7 2 (1.13%) Legal
8 1 (0.56%) Advertising
8 1 (0.56%) French Language
8 1 (0.56%) German Language
Job Titles
1 63 (35.59%) Developer
2 50 (28.25%) Business Intelligence Developer
3 48 (27.12%) Analyst
4 43 (24.29%) Architect
5 29 (16.38%) Data Architect
6 28 (15.82%) Business Intelligence Analyst
7 15 (8.47%) SQL Developer
8 14 (7.91%) Technical Analyst
9 13 (7.34%) Administrator
9 13 (7.34%) DBA
9 13 (7.34%) Power BI Analyst
10 12 (6.78%) Power BI Developer
11 11 (6.21%) Business Analyst
12 10 (5.65%) Hadoop Architect
12 10 (5.65%) Support Analyst
13 8 (4.52%) Analyst Developer
13 8 (4.52%) Data Business Analyst
13 8 (4.52%) Data Warehouse Business Analyst
13 8 (4.52%) SQL Analyst
13 8 (4.52%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 15 (8.47%) Web Services
2 13 (7.34%) Kafka
3 6 (3.39%) .NET
4 4 (2.26%) MDX
5 2 (1.13%) ASP.NET Web API
5 2 (1.13%) CSS
5 2 (1.13%) EDI
5 2 (1.13%) EDIFACT
5 2 (1.13%) HTML
5 2 (1.13%) Laravel
5 2 (1.13%) Middleware
5 2 (1.13%) XML
6 1 (0.56%) ADSI
6 1 (0.56%) Apache Beam
6 1 (0.56%) ASP.NET
6 1 (0.56%) Django
6 1 (0.56%) SQLAlchemy
6 1 (0.56%) WCF
Miscellaneous
1 46 (25.99%) Analytical Skills
2 13 (7.34%) Replication
3 6 (3.39%) Virtual Team
4 5 (2.82%) Management Information System
5 4 (2.26%) Data Structures
6 3 (1.69%) Greenfield Project
7 2 (1.13%) FMCG
8 1 (0.56%) Data Centre
8 1 (0.56%) Mobile App
8 1 (0.56%) Self-Motivation
Operating Systems
1 31 (17.51%) Linux
2 18 (10.17%) Unix
3 2 (1.13%) Windows
Processes & Methodologies
1 137 (77.40%) Business Intelligence
2 86 (48.59%) ETL
3 84 (47.46%) Data Modelling
4 76 (42.94%) Analytics
5 42 (23.73%) Agile Software Development
6 41 (23.16%) Visualisation
7 33 (18.64%) Stakeholder Management
8 31 (17.51%) Data Integration
9 29 (16.38%) Business Analytics
10 27 (15.25%) SDLC
11 23 (12.99%) ITIL
12 22 (12.43%) E-Commerce
13 21 (11.86%) Data Engineering
14 19 (10.73%) Data Architecture
14 19 (10.73%) Data Strategy
14 19 (10.73%) Scrum
15 18 (10.17%) Dashboard Development
16 17 (9.60%) Kanban
17 15 (8.47%) Data Visualisation
18 14 (7.91%) Waterfall
Programming Languages
1 111 (62.71%) SQL
2 45 (25.42%) T-SQL
3 30 (16.95%) Data Analysis Expressions (DAX)
4 27 (15.25%) VBA
5 25 (14.12%) Python
6 12 (6.78%) Shell Script
7 10 (5.65%) PowerShell
8 7 (3.95%) R
9 4 (2.26%) Bash Shell
9 4 (2.26%) C#
10 3 (1.69%) PL/SQL
11 2 (1.13%) ActionScript
11 2 (1.13%) ActionScript 2.0
11 2 (1.13%) Java
11 2 (1.13%) VB
Qualifications
1 15 (8.47%) Degree
2 6 (3.39%) MCSA
2 6 (3.39%) Microsoft Certification
2 6 (3.39%) TOGAF Certification
3 4 (2.26%) ITIL Certification
4 2 (1.13%) CTC Cleared
4 2 (1.13%) OCA
4 2 (1.13%) Oracle Certification
4 2 (1.13%) Security Cleared
5 1 (0.56%) Computer Science Degree
5 1 (0.56%) ISEB
5 1 (0.56%) MBCS
Quality Assurance & Compliance
1 19 (10.73%) Data Quality
1 19 (10.73%) SLA
2 4 (2.26%) GDPR
3 2 (1.13%) QA
System Software
1 12 (6.78%) Apache Flume
2 10 (5.65%) HDFS
3 5 (2.82%) Docker
3 5 (2.82%) VMware Infrastructure
4 4 (2.26%) Hyper-V
5 1 (0.56%) Active Directory
5 1 (0.56%) Citrix Hypervisor
5 1 (0.56%) XenDesktop
Systems Management
1 13 (7.34%) Foglight
1 13 (7.34%) LiteSpeed
2 12 (6.78%) Oozie
3 8 (4.52%) SCOM
4 4 (2.26%) Ansible
4 4 (2.26%) Opscode Chef
4 4 (2.26%) Puppet
5 1 (0.56%) SCCM
Vendors
1 81 (45.76%) Microsoft
2 36 (20.34%) Tableau
3 9 (5.08%) Oracle
4 6 (3.39%) Cloudera
5 5 (2.82%) Salesforce.com
5 5 (2.82%) SAP
5 5 (2.82%) VMware
6 4 (2.26%) Informatica
6 4 (2.26%) Openreach
7 2 (1.13%) BT
7 2 (1.13%) Google
7 2 (1.13%) IBM
7 2 (1.13%) Jitterbit
7 2 (1.13%) Siebel
7 2 (1.13%) webMethods
8 1 (0.56%) Adobe
8 1 (0.56%) Citrix
8 1 (0.56%) Serena
8 1 (0.56%) Talend
8 1 (0.56%) TIBCO