The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Star Schema skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Star Schema over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Star Schema
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 805 835 798
Rank change year-on-year +30 -37  
Permanent jobs citing Star Schema 58 80 163
As % of all permanent IT jobs advertised in England 0.070% 0.088% 0.16%
As % of the Database & Business Intelligence category 0.23% 0.29% 0.48%
Number of salaries quoted 42 66 91
Median salary £48,500 £52,500 £55,000
Median salary % change year-on-year -7.61% -4.54%  
90% offered a salary of more than £40,000 £44,000 £38,500
10% offered a salary of more than £62,500 £72,500 £85,000
UK excluding London median salary £48,500 £52,500 £43,500
% change year-on-year -7.61% +20.68%  

Star Schema is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25420 27337 33884
As % of all permanent IT job vacancies advertised in England 30.70% 29.98% 32.65%
Number of salaries quoted 21621 23639 28915
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Star Schema
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Star Schema as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Star Schema in England

Star Schema
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Star Schema in England.

Salary trend for Star Schema in England

Star Schema
Salary Histogram in England

The salary distribution of IT jobs citing Star Schema in England over the 3 months to 25 June 2017.

Salary histogram for Star Schema in England

Star Schema
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the England region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -11 26 £54,000 +2.85% 1
South West +11 10 £48,500 -11.81% 2
East of England - 6 £41,250 -
South East +56 5 £62,500 -5.66% 3
East Midlands +25 5 £51,500 -1.90% 1
North West -38 3 £55,000 +59.42% 1
Yorkshire +13 2 £41,250 -2.94%
Star Schema
UK

For the 6 months to 25 June 2017, IT jobs citing Star Schema 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 England region with a requirement for Star Schema.

1 114 (88.37%) Data Warehouse
2 105 (81.40%) Business Intelligence
3 102 (79.07%) SQL
4 72 (55.81%) SQL Server Integration Services
5 68 (52.71%) SQL Server
6 60 (46.51%) Kimball Methodology
7 58 (44.96%) ETL
7 58 (44.96%) SQL Server Reporting Services
8 57 (44.19%) Data Modelling
9 53 (41.09%) SQL Server Analysis Services
10 49 (37.98%) Oracle
11 47 (36.43%) Microsoft
12 41 (31.78%) Finance
13 40 (31.01%) T-SQL
14 39 (30.23%) Agile Software Development
15 28 (21.71%) Mentoring
16 27 (20.93%) Dimensional Modelling
17 26 (20.16%) Informatica
18 23 (17.83%) SAP
18 23 (17.83%) Degree
19 22 (17.05%) Oracle Reports
20 21 (16.28%) Visualisation
20 21 (16.28%) Data Quality
21 20 (15.50%) Data Visualisation
21 20 (15.50%) Oracle BI EE
22 19 (14.73%) Performance Tuning
22 19 (14.73%) Relational Database
23 18 (13.95%) Oracle Database
23 18 (13.95%) Retail
24 17 (13.18%) Oracle ODI

Star Schema
Co-occurring IT Skills in 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 2 (1.55%) WebLogic
2 1 (0.78%) Oracle SOA Suite
2 1 (0.78%) SAS
2 1 (0.78%) SharePoint
Applications
1 8 (6.20%) Microsoft Excel
2 4 (3.10%) Microsoft Project
Business Applications
1 15 (11.63%) Oracle Applications
2 10 (7.75%) SAP Oil and Gas
3 1 (0.78%) Cognos Business Intelligence
3 1 (0.78%) Dynamics AX
Cloud Services
1 13 (10.08%) Microsoft Azure
2 4 (3.10%) Cloud Computing
3 3 (2.33%) SaaS
4 1 (0.78%) Azure Data Factory
4 1 (0.78%) Google Cloud Platform
Communications & Networking
1 8 (6.20%) Internet
2 4 (3.10%) Extranet
Database & Business Intelligence
1 114 (88.37%) Data Warehouse
2 72 (55.81%) SQL Server Integration Services
3 68 (52.71%) SQL Server
4 58 (44.96%) SQL Server Reporting Services
5 53 (41.09%) SQL Server Analysis Services
6 22 (17.05%) Oracle Reports
7 20 (15.50%) Oracle BI EE
8 19 (14.73%) Relational Database
9 18 (13.95%) Oracle Database
10 17 (13.18%) Big Data
10 17 (13.18%) Oracle BI Publisher
10 17 (13.18%) Oracle ODI
10 17 (13.18%) SQL Server 2008
11 16 (12.40%) BusinessObjects
11 16 (12.40%) Hadoop
12 15 (11.63%) Endeca
12 15 (11.63%) Oracle Database 11g
12 15 (11.63%) Oracle Database 12c
13 14 (10.85%) RDBMS
14 13 (10.08%) SQL Server 2016
Development Applications
1 10 (7.75%) Talend Open Studio
2 5 (3.88%) ERwin
3 2 (1.55%) Visual Studio
General
1 41 (31.78%) Finance
2 18 (13.95%) Retail
3 13 (10.08%) Publishing
4 11 (8.53%) Marketing
4 11 (8.53%) Telecoms
5 10 (7.75%) Electronics
5 10 (7.75%) Manufacturing
6 9 (6.98%) Local Government
7 8 (6.20%) Advertising
8 4 (3.10%) Banking
9 1 (0.78%) Automotive
9 1 (0.78%) German Language
9 1 (0.78%) Legal
Job Titles
1 64 (49.61%) Developer
2 37 (28.68%) Business Intelligence Developer
3 30 (23.26%) Data Warehouse Developer
4 25 (19.38%) Consultant
5 20 (15.50%) SQL Developer
6 17 (13.18%) SSIS Developer
7 15 (11.63%) OBIEE Consultant
7 15 (11.63%) Senior Consultant
7 15 (11.63%) Senior OBIEE Consultant
8 13 (10.08%) Analyst
9 11 (8.53%) SQL Analyst
9 11 (8.53%) SQL Server Developer
9 11 (8.53%) SSRS Developer
10 10 (7.75%) Business Consultant
10 10 (7.75%) SAP BusinessObjects (BO) Consultant
10 10 (7.75%) SQL Data Analyst
10 10 (7.75%) Tableau Developer
11 9 (6.98%) Architect
11 9 (6.98%) Data Analyst
11 9 (6.98%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 5 (3.88%) .NET
2 4 (3.10%) XML
3 3 (2.33%) MDX
4 1 (0.78%) ASP.NET
4 1 (0.78%) Middleware
4 1 (0.78%) Oracle GoldenGate
Miscellaneous
1 14 (10.85%) Greenfield Project
2 8 (6.20%) Analytical Skills
3 7 (5.43%) Management Information System
4 6 (4.65%) Computer Science
5 5 (3.88%) Data Structures
6 4 (3.10%) Client/Server
6 4 (3.10%) Digital Media
6 4 (3.10%) Internet of Things
7 3 (2.33%) NHS
7 3 (2.33%) Replication
8 2 (1.55%) Algorithms
8 2 (1.55%) Fintech
Processes & Methodologies
1 105 (81.40%) Business Intelligence
2 60 (46.51%) Kimball Methodology
3 58 (44.96%) ETL
4 57 (44.19%) Data Modelling
5 39 (30.23%) Agile Software Development
6 28 (21.71%) Mentoring
7 27 (20.93%) Dimensional Modelling
8 21 (16.28%) Visualisation
9 20 (15.50%) Data Visualisation
10 19 (14.73%) Performance Tuning
11 16 (12.40%) Data Architecture
11 16 (12.40%) Scrum
12 15 (11.63%) Data Governance
12 15 (11.63%) Data Migration
12 15 (11.63%) Migration
13 14 (10.85%) CRM
13 14 (10.85%) Data Management
14 13 (10.08%) Analytics
14 13 (10.08%) Data Security
14 13 (10.08%) Kalman Filter
Programming Languages
1 102 (79.07%) SQL
2 40 (31.01%) T-SQL
3 11 (8.53%) PL/SQL
4 6 (4.65%) C#
5 3 (2.33%) Python
5 3 (2.33%) R
6 2 (1.55%) Data Analysis Expressions (DAX)
6 2 (1.55%) JavaScript
6 2 (1.55%) Perl
6 2 (1.55%) Ruby
Qualifications
1 23 (17.83%) Degree
2 7 (5.43%) Computer Science Degree
3 3 (2.33%) Microsoft Certification
Quality Assurance & Compliance
1 21 (16.28%) Data Quality
2 4 (3.10%) QA
3 1 (0.78%) GDPR
Vendors
1 49 (37.98%) Oracle
2 47 (36.43%) Microsoft
3 26 (20.16%) Informatica
4 23 (17.83%) SAP
5 16 (12.40%) Tableau
6 10 (7.75%) Cognos
6 10 (7.75%) Talend
7 6 (4.65%) Teradata
8 5 (3.88%) IBM
9 3 (2.33%) MicroStrategy
10 1 (0.78%) Birst
10 1 (0.78%) Google
10 1 (0.78%) Salesforce.com
Surrey
Venturi
Salary: £40000.00 - £55000.00 per annum + Bonus & Benefits
Posted: Yesterday
Liverpool
Nigel Frank International
Salary: £40000 - £45000 per annum + company benefits
Posted: 3 days ago
Kent
Client Server
Salary: £40k to £45k + benefits
Posted: 3 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 3 days ago
Northamptonshire
Nigel Frank International
Salary: £45000 - £58000 per annum + benefits
Posted: 5 days ago
Bath
People Source Consulting
Salary: £37000 - £43000 per annum
Posted: 13 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 10 days ago
Kent
Client Server
Salary: £40000 - £45000 per annum + benefits
Posted: 18 days ago