Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 109 85 95
Rank change year-on-year -24 +10 +10
Permanent jobs citing Data Warehouse 134 196 197
As % of all permanent IT jobs advertised in the East Midlands 2.52% 3.27% 2.86%
As % of the Database & Business Intelligence category 7.47% 10.16% 8.37%
Number of salaries quoted 131 161 174
East Midlands median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - -
10th Percentile £28,750 £32,500 £25,375
90th Percentile £55,000 £56,250 £55,000
England median annual salary £51,250 £53,500 £50,000
% change year-on-year -4.21% +7.00% -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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,795 1,929 2,353
As % of all permanent IT jobs advertised in the East Midlands 33.80% 32.20% 34.20%
Number of salaries quoted 1,580 1,585 1,861
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £24,750
90th Percentile £57,500 £65,000 £55,000
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 Midlands

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

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Trend in the East Midlands

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

Salary trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 19 February 2018.

Salary histogram for Data Warehouse in the East Midlands

Data Warehouse
Job Locations in the East Midlands

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 Midlands region over the 6 months to 19 February 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
Nottinghamshire -10 49 £50,000 +17.65% 13
Northamptonshire -24 33 £42,500 -5.56% 6
Leicestershire +10 20 £40,000 +4.58% 3
Derbyshire -4 18 £42,500 -17.07% 7
Lincolnshire - 12 £37,000 -
Data Warehouse
England

For the 6 months to 19 February 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 Midlands region with a requirement for Data Warehouse.

1 115 (85.82%) Business Intelligence
2 97 (72.39%) SQL
3 83 (61.94%) SQL Server
4 65 (48.51%) SQL Server Integration Services
5 61 (45.52%) SQL Server Analysis Services
6 59 (44.03%) Microsoft
7 53 (39.55%) SQL Server Reporting Services
8 48 (35.82%) ETL
9 42 (31.34%) Analytical Skills
10 35 (26.12%) Power BI
11 34 (25.37%) T-SQL
12 31 (23.13%) Agile Software Development
13 28 (20.90%) Data Management
13 28 (20.90%) Oracle
14 24 (17.91%) Retail
15 22 (16.42%) Microsoft Azure
15 22 (16.42%) Data Modelling
15 22 (16.42%) Relational Database
16 21 (15.67%) SQL Server 2014
16 21 (15.67%) SQL Server 2016
16 21 (15.67%) NHS
17 20 (14.93%) PMO
18 19 (14.18%) Visualisation
18 19 (14.18%) Analytics
19 18 (13.43%) Windows
19 18 (13.43%) Scrum
20 17 (12.69%) MDX
21 16 (11.94%) Dimensional Modelling
21 16 (11.94%) Stakeholder Management
21 16 (11.94%) SAP

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 (8.21%) SharePoint
2 8 (5.97%) MS Exchange
3 6 (4.48%) SAS
4 4 (2.99%) SharePoint 2013
5 3 (2.24%) Apache Spark
5 3 (2.24%) WordPress
6 1 (0.75%) Exchange Server 2010
Applications
1 11 (8.21%) Microsoft Excel
2 2 (1.49%) Microsoft PowerPoint
2 2 (1.49%) MS Visio
Business Applications
1 3 (2.24%) Dynamics AX
1 3 (2.24%) NetSuite
Cloud Services
1 22 (16.42%) Microsoft Azure
2 8 (5.97%) Amazon AWS
3 5 (3.73%) Office 365
4 2 (1.49%) Google Cloud Platform
5 1 (0.75%) Azure Data Factory
5 1 (0.75%) Bluemix
5 1 (0.75%) Cortana Intelligence Suite
5 1 (0.75%) Dynamics 365
5 1 (0.75%) IBM Cloud
Communications & Networking
1 6 (4.48%) Remote Desktop
2 5 (3.73%) Firewall
2 5 (3.73%) LAN
2 5 (3.73%) SAN
2 5 (3.73%) WAN
3 1 (0.75%) Wireless
Database & Business Intelligence
1 83 (61.94%) SQL Server
2 65 (48.51%) SQL Server Integration Services
3 61 (45.52%) SQL Server Analysis Services
4 53 (39.55%) SQL Server Reporting Services
5 35 (26.12%) Power BI
6 22 (16.42%) Relational Database
7 21 (15.67%) SQL Server 2014
7 21 (15.67%) SQL Server 2016
8 14 (10.45%) OLAP
9 12 (8.96%) OLTP
9 12 (8.96%) QlikView
10 11 (8.21%) Enterprise Data Warehouse
11 10 (7.46%) BusinessObjects
12 9 (6.72%) SAP BW
13 7 (5.22%) Hadoop
14 6 (4.48%) Big Data
15 5 (3.73%) Oracle BI EE
15 5 (3.73%) PostgreSQL
16 4 (2.99%) SQL Server 2012
16 4 (2.99%) SQL Server 7
Development Applications
1 6 (4.48%) Team Foundation Server
2 5 (3.73%) Visual Studio
3 2 (1.49%) SQL Server Management Studio (SSMS)
4 1 (0.75%) JIRA
General
1 24 (17.91%) Retail
2 8 (5.97%) Finance
2 8 (5.97%) Manufacturing
3 5 (3.73%) Marketing
4 3 (2.24%) Aerospace
4 3 (2.24%) Automotive
4 3 (2.24%) Law
5 2 (1.49%) Legal
6 1 (0.75%) Advertising
Job Titles
1 65 (48.51%) Developer
2 43 (32.09%) Business Intelligence Developer
3 28 (20.90%) Analyst
4 17 (12.69%) SQL Developer
5 15 (11.19%) SQL BI Developer
6 14 (10.45%) Business Intelligence Analyst
7 10 (7.46%) Data Warehouse Developer
8 9 (6.72%) Architect
9 8 (5.97%) Junior
9 8 (5.97%) Junior Developer
9 8 (5.97%) Junior SQL Developer
9 8 (5.97%) Software Developer
10 7 (5.22%) DBA
10 7 (5.22%) Junior Business Intelligence Developer
10 7 (5.22%) SQL DBA
11 6 (4.48%) 3rd Line Support
11 6 (4.48%) Applications Support
11 6 (4.48%) Data Architect
11 6 (4.48%) Senior Developer
11 6 (4.48%) Support Analyst
Libraries, Frameworks & Software Standards
1 17 (12.69%) MDX
2 15 (11.19%) .NET
3 13 (9.70%) HTML
4 7 (5.22%) CSS
5 5 (3.73%) ASP.NET
5 5 (3.73%) Web Services
6 3 (2.24%) JSON
6 3 (2.24%) WinForms
7 2 (1.49%) .NET Framework
7 2 (1.49%) Ajax
7 2 (1.49%) ASP.NET MVC
7 2 (1.49%) ASP.NET Web Forms
7 2 (1.49%) CSS3
7 2 (1.49%) Entity Framework
7 2 (1.49%) HTML5
7 2 (1.49%) jQuery
7 2 (1.49%) WCF
7 2 (1.49%) XML
8 1 (0.75%) React
8 1 (0.75%) Sass
Miscellaneous
1 42 (31.34%) Analytical Skills
2 21 (15.67%) NHS
3 9 (6.72%) Computer Science
4 7 (5.22%) Greenfield Project
5 6 (4.48%) Analytical Mindset
6 4 (2.99%) Clustering
6 4 (2.99%) Replication
7 3 (2.24%) Renewable Energy
8 2 (1.49%) Algorithms
8 2 (1.49%) Data Centre
8 2 (1.49%) Management Information System
9 1 (0.75%) CCTV
9 1 (0.75%) Fintech
9 1 (0.75%) Mobile App
9 1 (0.75%) User Experience
Operating Systems
1 18 (13.43%) Windows
2 8 (5.97%) Linux
3 6 (4.48%) Windows Server 2003
4 5 (3.73%) Windows Server
5 1 (0.75%) Android
5 1 (0.75%) Apple iOS
5 1 (0.75%) Windows 8
5 1 (0.75%) Windows Vista
5 1 (0.75%) Windows XP
Processes & Methodologies
1 115 (85.82%) Business Intelligence
2 48 (35.82%) ETL
3 31 (23.13%) Agile Software Development
4 28 (20.90%) Data Management
5 22 (16.42%) Data Modelling
6 19 (14.18%) Analytics
6 19 (14.18%) Visualisation
7 18 (13.43%) Scrum
8 16 (11.94%) Dimensional Modelling
8 16 (11.94%) ERP
8 16 (11.94%) Stakeholder Management
9 15 (11.19%) TDD
10 14 (10.45%) Data Architecture
11 13 (9.70%) Systems Analysis
12 12 (8.96%) Continuous Integration
12 12 (8.96%) Data Integration
12 12 (8.96%) ITIL
12 12 (8.96%) Master Data Management
13 11 (8.21%) TOGAF
14 9 (6.72%) Continuous Improvement
Programming Languages
1 97 (72.39%) SQL
2 34 (25.37%) T-SQL
3 14 (10.45%) Java
4 13 (9.70%) C#
5 12 (8.96%) Python
6 10 (7.46%) PL/SQL
7 9 (6.72%) JavaScript
8 5 (3.73%) Data Analysis Expressions (DAX)
8 5 (3.73%) PowerShell
9 3 (2.24%) C++
9 3 (2.24%) R
9 3 (2.24%) Smalltalk
9 3 (2.24%) VB
9 3 (2.24%) VB.NET
9 3 (2.24%) VB6
Qualifications
1 11 (8.21%) MCSA
1 11 (8.21%) MCSE
1 11 (8.21%) Microsoft Certification
2 6 (4.48%) Degree
2 6 (4.48%) ITIL Foundation Certificate
3 5 (3.73%) CCNA
3 5 (3.73%) Cisco Certification
4 4 (2.99%) MCDBA
5 2 (1.49%) SC Cleared
5 2 (1.49%) Security Cleared
Quality Assurance & Compliance
1 20 (14.93%) PMO
2 5 (3.73%) GDPR
3 4 (2.99%) Data Quality
4 2 (1.49%) TickIT
System Software
1 8 (5.97%) Active Directory
2 6 (4.48%) VMware Infrastructure
2 6 (4.48%) XenApp
Systems Management
1 1 (0.75%) Systems Management Server (SMS)
Vendors
1 59 (44.03%) Microsoft
2 28 (20.90%) Oracle
3 16 (11.94%) SAP
4 15 (11.19%) Tableau
5 7 (5.22%) Birst
6 6 (4.48%) Citrix
6 6 (4.48%) HP
6 6 (4.48%) VMware
6 6 (4.48%) Workday
7 5 (3.73%) Dell
8 4 (2.99%) Informatica
8 4 (2.99%) Talend
9 3 (2.24%) JD Edwards
9 3 (2.24%) SolarWinds
10 2 (1.49%) Cognos
10 2 (1.49%) Google
10 2 (1.49%) RedGate
10 2 (1.49%) Teradata
11 1 (0.75%) Cloudera
11 1 (0.75%) MapR