Period
to 18 October 2018

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

Data Warehousing
Nottinghamshire > Nottingham
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 66 88 84
Rank change year-on-year +22 -4 -3
Permanent jobs citing Data Warehouse 45 47 56
As % of all permanent IT jobs advertised in Nottingham 3.28% 2.61% 2.86%
As % of the Database & Business Intelligence category 11.45% 7.98% 8.87%
Number of salaries quoted 39 44 56
Nottingham median annual salary £43,500 £50,000 £45,000
Median salary % change year-on-year -13.00% +11.11% -
10th Percentile £30,000 £33,625 £35,000
90th Percentile £73,750 £55,000 £56,250
Nottinghamshire median annual salary £43,500 £50,000 £45,000
% change year-on-year -13.00% +11.11% +2.27%

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 Nottingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 393 589 631
As % of all permanent IT jobs advertised in Nottingham 28.69% 32.76% 32.19%
Number of salaries quoted 340 527 516
Nottingham median annual salary £42,500 £42,500 £44,000
Median salary % change year-on-year - -3.41% +10.00%
10th Percentile £27,500 £27,500 £30,250
90th Percentile £72,500 £65,000 £75,000
Nottinghamshire median annual salary £42,500 £42,500 £44,000
% change year-on-year - -3.41% +17.33%

Data Warehouse
Job Vacancy Trend in Nottingham

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for Data Warehouse in Nottingham

Data Warehouse
Salary Trend in Nottingham

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

Salary trend for Data Warehouse in Nottingham

Data Warehouse
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Data Warehouse in Nottingham over the 6 months to 18 October 2018.

Salary histogram for Data Warehouse in Nottingham

For the 6 months to 18 October 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 Nottingham region with a requirement for Data Warehouse.

1 32 (71.11%) Business Intelligence
2 31 (68.89%) SQL
3 27 (60.00%) SQL Server
4 23 (51.11%) SQL Server Integration Services
5 22 (48.89%) Agile Software Development
6 21 (46.67%) Power BI
7 20 (44.44%) ETL
8 19 (42.22%) Microsoft
9 17 (37.78%) T-SQL
9 17 (37.78%) SQL Server Reporting Services
9 17 (37.78%) SQL Server Analysis Services
10 15 (33.33%) Retail
11 13 (28.89%) Tableau
12 12 (26.67%) Big Data
13 11 (24.44%) Apache Spark
13 11 (24.44%) Microsoft Analysis Services
14 10 (22.22%) Data Modelling
14 10 (22.22%) Data Governance
15 9 (20.00%) Greenfield Project
15 9 (20.00%) .NET
16 8 (17.78%) C#
16 8 (17.78%) JavaScript
16 8 (17.78%) Web Services
16 8 (17.78%) NHS
16 8 (17.78%) Dimensional Modelling
16 8 (17.78%) Microsoft Azure
16 8 (17.78%) PMO
17 7 (15.56%) Visualisation
17 7 (15.56%) Kimball Methodology
17 7 (15.56%) Analytics

Data Warehouse
Co-occurring IT Skills in Nottingham 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 (24.44%) Apache Spark
2 2 (4.44%) IIS
Applications
1 3 (6.67%) Microsoft Excel
Cloud Services
1 8 (17.78%) Microsoft Azure
2 4 (8.89%) Azure Data Factory
3 3 (6.67%) Amazon AWS
3 3 (6.67%) Cloud Computing
Communications & Networking
1 1 (2.22%) Internet
Database & Business Intelligence
1 27 (60.00%) SQL Server
2 23 (51.11%) SQL Server Integration Services
3 21 (46.67%) Power BI
4 17 (37.78%) SQL Server Analysis Services
4 17 (37.78%) SQL Server Reporting Services
5 12 (26.67%) Big Data
6 11 (24.44%) Microsoft Analysis Services
7 3 (6.67%) Azure SQL Data Warehouse
7 3 (6.67%) Enterprise Data Warehouse
7 3 (6.67%) Looker
7 3 (6.67%) MongoDB
7 3 (6.67%) SQL Server 2012
8 2 (4.44%) Data Lake
8 2 (4.44%) Microsoft Power View
8 2 (4.44%) Oracle Database
8 2 (4.44%) PowerPivot
8 2 (4.44%) QlikView
8 2 (4.44%) SQL Server 2008
8 2 (4.44%) SQL Server 2016
9 1 (2.22%) Oracle BI Publisher
Development Applications
1 5 (11.11%) Git (software)
1 5 (11.11%) Jenkins
1 5 (11.11%) JIRA
2 3 (6.67%) Bower
2 3 (6.67%) CruiseControl
2 3 (6.67%) gulp
2 3 (6.67%) Jasmine
2 3 (6.67%) NUnit
2 3 (6.67%) Travis CI
2 3 (6.67%) webpack
2 3 (6.67%) Yeoman
3 2 (4.44%) Selenium
3 2 (4.44%) SQL Server Management Studio (SSMS)
3 2 (4.44%) Team Foundation Server
4 1 (2.22%) Oracle Forms
General
1 15 (33.33%) Retail
2 4 (8.89%) Banking
3 2 (4.44%) Finance
Job Titles
1 19 (42.22%) Developer
2 11 (24.44%) Data Engineer
3 7 (15.56%) Data Warehouse Developer
4 6 (13.33%) Analyst
4 6 (13.33%) HTML Developer
4 6 (13.33%) JavaScript Developer
5 5 (11.11%) Data Analyst
5 5 (11.11%) DBA
5 5 (11.11%) SQL Analyst
5 5 (11.11%) SQL Data Analyst
5 5 (11.11%) SQL DBA
6 4 (8.89%) Architect
6 4 (8.89%) Big Data Engineer
6 4 (8.89%) C# Developer
6 4 (8.89%) Cloud Engineer
6 4 (8.89%) Data Architect
7 3 (6.67%) C# Software Developer
7 3 (6.67%) Front End Developer (Client-Side Developer)
7 3 (6.67%) Junior C# Developer
7 3 (6.67%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 9 (20.00%) .NET
2 8 (17.78%) Web Services
3 6 (13.33%) CSS
3 6 (13.33%) HTML
4 4 (8.89%) Kafka
5 3 (6.67%) AngularJS
5 3 (6.67%) ASP.NET
5 3 (6.67%) ASP.NET MVC
5 3 (6.67%) CSS3
5 3 (6.67%) Handlebars
5 3 (6.67%) HTML5
5 3 (6.67%) Node.js
5 3 (6.67%) React
5 3 (6.67%) Sass
5 3 (6.67%) WCF
6 2 (4.44%) .NET Framework
7 1 (2.22%) MDX
Miscellaneous
1 9 (20.00%) Greenfield Project
2 8 (17.78%) NHS
3 4 (8.89%) Analytical Skills
4 2 (4.44%) Clustering
4 2 (4.44%) Computer Science
5 1 (2.22%) Replication
Operating Systems
1 2 (4.44%) Linux
1 2 (4.44%) Windows
2 1 (2.22%) Unix
Processes & Methodologies
1 32 (71.11%) Business Intelligence
2 22 (48.89%) Agile Software Development
3 20 (44.44%) ETL
4 10 (22.22%) Data Governance
4 10 (22.22%) Data Modelling
5 8 (17.78%) Dimensional Modelling
6 7 (15.56%) Analytics
6 7 (15.56%) Kimball Methodology
6 7 (15.56%) Visualisation
7 6 (13.33%) Customer Insight
7 6 (13.33%) Data Analysis
7 6 (13.33%) E-Commerce
7 6 (13.33%) Front End Development
8 5 (11.11%) Actionable Insight
8 5 (11.11%) Data Architecture
8 5 (11.11%) Test Automation
9 4 (8.89%) Data Integration
9 4 (8.89%) Master Data Management
9 4 (8.89%) Metadata Management
9 4 (8.89%) Performance Tuning
Programming Languages
1 31 (68.89%) SQL
2 17 (37.78%) T-SQL
3 8 (17.78%) C#
3 8 (17.78%) JavaScript
4 6 (13.33%) PowerShell
5 4 (8.89%) Java
5 4 (8.89%) Python
6 2 (4.44%) PL/SQL
7 1 (2.22%) Data Analysis Expressions (DAX)
Qualifications
1 4 (8.89%) Degree
2 2 (4.44%) MCSA
2 2 (4.44%) MCSE
2 2 (4.44%) Microsoft Certification
Quality Assurance & Compliance
1 8 (17.78%) PMO
2 5 (11.11%) GDPR
3 2 (4.44%) IFRS
3 2 (4.44%) IFRS 9
3 2 (4.44%) TickIT
System Software
1 3 (6.67%) Docker
Systems Management
1 2 (4.44%) Opscode Chef
Vendors
1 19 (42.22%) Microsoft
2 13 (28.89%) Tableau
3 5 (11.11%) Oracle
4 4 (8.89%) Alteryx
4 4 (8.89%) Hortonworks
5 2 (4.44%) SolarWinds
6 1 (2.22%) SAP
6 1 (2.22%) Twitter