The table below looks at the statistics for Star Schema skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Star Schema over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Star Schema
Rank 791 848 857
Rank change year-on-year
+57 +9
Permanent jobs citing Star Schema 65 82 104
As % of all permanent IT jobs located in England 0.078% 0.082% 0.096%
As % of the Database & Business Intelligence category 0.26% 0.25% 0.32%
Number of salaries quoted 52 75 98
Median salary £55,000 £47,500 £48,000
Median salary % change year-on-year
+15.78% -1.04%
90% offered a salary of more than £45,000 £30,900 £34,600
10% offered a salary of more than £80,000 £66,000 £65,250
UK excluding London median salary £46,500 £43,500 £48,000
% change year-on-year
+6.89% -9.37%
Star Schema
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
24981 32192 32957
As % of all permanent IT jobs located in England 29.80% 32.03% 30.54%
Number of salaries quoted 21569 27378 28328
Median salary £50,000 £47,850 £45,000
Median salary % change year-on-year
+4.49% +6.33%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Star Schema
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Star Schema as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Star Schema Jobs Demand Trend 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 across the England region.

Star Schema Salary Trend in England

Star Schema
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Star Schema across the England region over the 3 months to 3 December 2016.

Star Schema Salary Histogram 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 3 December 2016. 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
(Click see detailed
statistics and trends)
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 +70 32 £65,000 +13.04% 4
South East +62 13 £54,000 +24.13% 2
West Midlands -22 9 £46,000 +15.00%
Yorkshire +17 5 £45,000 +24.13% 1
North West -15 5 £36,000 -44.61% 3
East of England +18 1 £37,500 -37.50% 1
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 3 December 2016, 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.

1 147 (84.97%) Data Warehouse
2 134 (77.46%) Business Intelligence
3 111 (64.16%) SQL
4 103 (59.54%) ETL
5 88 (50.87%) SQL Server
6 83 (47.98%) Data Modelling
7 77 (44.51%) SQL Server Integration Services
8 73 (42.20%) Oracle
9 67 (38.73%) Finance
10 65 (37.57%) Kimball Methodology
11 62 (35.84%) Microsoft
12 61 (35.26%) SQL Server Analysis Services
13 58 (33.53%) SQL Server Reporting Services
14 40 (23.12%) T-SQL
15 34 (19.65%) Data Management
16 33 (19.08%) Snowflake Schema
16 33 (19.08%) Analytics
17 32 (18.50%) Data Integration
18 31 (17.92%) Informatica
19 30 (17.34%) Oracle Database
19 30 (17.34%) Enterprise Data Warehouse
20 26 (15.03%) Master Data Management
20 26 (15.03%) Mentoring
20 26 (15.03%) Degree
20 26 (15.03%) Information Architecture
21 24 (13.87%) Oracle BI EE
21 24 (13.87%) Performance Tuning
22 23 (13.29%) Data Architecture
23 22 (12.72%) Oracle Database 11g
23 22 (12.72%) Data Analysis

Star Schema
Top Related 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 5 (2.89%) WebLogic
2 4 (2.31%) SharePoint
3 3 (1.73%) Oracle SOA Suite
4 1 (0.58%) Apache Airflow
4 1 (0.58%) Elasticsearch
4 1 (0.58%) Luigi
Applications
1 20 (11.56%) MS Excel
Business Applications
1 16 (9.25%) Oracle Applications
2 1 (0.58%) Dynamics CRM
2 1 (0.58%) Oracle EBS
Cloud Services
1 10 (5.78%) Amazon AWS
2 3 (1.73%) Google Cloud Platform
3 2 (1.16%) SaaS
4 1 (0.58%) Microsoft Azure
Database & Business Intelligence
1 147 (84.97%) Data Warehouse
2 88 (50.87%) SQL Server
3 77 (44.51%) SQL Server Integration Services
4 61 (35.26%) SQL Server Analysis Services
5 58 (33.53%) SQL Server Reporting Services
6 33 (19.08%) Snowflake Schema
7 30 (17.34%) Enterprise Data Warehouse
7 30 (17.34%) Oracle Database
8 24 (13.87%) Oracle BI EE
9 22 (12.72%) Oracle Database 11g
10 21 (12.14%) OLAP
11 20 (11.56%) Oracle Database 12c
11 20 (11.56%) Relational Database
12 19 (10.98%) QlikView
13 17 (9.83%) Oracle ODI
14 15 (8.67%) BusinessObjects
14 15 (8.67%) Oracle BI Publisher
14 15 (8.67%) Oracle Reports
15 14 (8.09%) MySQL
15 14 (8.09%) SQL Server 2014
Development Applications
1 18 (10.40%) ERwin
2 9 (5.20%) Visual Studio
3 8 (4.62%) Talend Open Studio
4 2 (1.16%) JIRA
General
1 67 (38.73%) Finance
2 20 (11.56%) Retail
3 17 (9.83%) Banking
4 6 (3.47%) Investment Banking
5 4 (2.31%) Legal
6 3 (1.73%) Marketing
7 2 (1.16%) Law
8 1 (0.58%) Advertising
8 1 (0.58%) Games
8 1 (0.58%) Publishing
Job Titles
1 85 (49.13%) Developer
2 40 (23.12%) Business Intelligence Developer
3 38 (21.97%) SQL Developer
4 35 (20.23%) Architect
4 35 (20.23%) Data Warehouse Developer
5 30 (17.34%) Data Architect
6 28 (16.18%) SSIS Developer
7 24 (13.87%) Analyst
8 18 (10.40%) Analyst Developer
8 18 (10.40%) Consultant
8 18 (10.40%) SQL Analyst
8 18 (10.40%) SSRS Developer
9 15 (8.67%) SSAS Developer
10 14 (8.09%) Data Warehouse Analyst
10 14 (8.09%) OBIEE Consultant
10 14 (8.09%) Senior Consultant
10 14 (8.09%) SQL Data Analyst
11 13 (7.51%) Oracle Developer
11 13 (7.51%) Senior OBIEE Consultant
12 12 (6.94%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 18 (10.40%) MDX
2 11 (6.36%) Web Services
3 8 (4.62%) XML
4 5 (2.89%) .NET
5 4 (2.31%) CSS
5 4 (2.31%) HTML
5 4 (2.31%) JSON
6 3 (1.73%) ASP.NET
6 3 (1.73%) Middleware
6 3 (1.73%) Oracle GoldenGate
6 3 (1.73%) Twitter Bootstrap
7 2 (1.16%) AngularJS
7 2 (1.16%) CSS3
7 2 (1.16%) HTML5
7 2 (1.16%) REST
7 2 (1.16%) WCF
8 1 (0.58%) ASP.NET MVC
8 1 (0.58%) jQuery
8 1 (0.58%) Kafka
Miscellaneous
1 32 (18.50%) Data Integration
2 21 (12.14%) Management Information System
3 16 (9.25%) Analytical Skills
4 15 (8.67%) Visualisation
5 13 (7.51%) Computer Science
6 11 (6.36%) Credit Risk
6 11 (6.36%) Market Risk
7 7 (4.05%) Mathematics
8 5 (2.89%) Data Structures
9 3 (1.73%) Semantic Web
10 2 (1.16%) Data Extraction
10 2 (1.16%) Enterprise Software
10 2 (1.16%) Fintech
10 2 (1.16%) Replication
11 1 (0.58%) Client/Server
11 1 (0.58%) Driving Licence
11 1 (0.58%) iSeries
11 1 (0.58%) Online Games
Operating Systems
1 3 (1.73%) Unix
2 1 (0.58%) AIX
2 1 (0.58%) Android
2 1 (0.58%) Apple iOS
2 1 (0.58%) Linux
Processes & Methodologies
1 134 (77.46%) Business Intelligence
2 103 (59.54%) ETL
3 83 (47.98%) Data Modelling
4 65 (37.57%) Kimball Methodology
5 34 (19.65%) Data Management
6 33 (19.08%) Analytics
7 26 (15.03%) Information Architecture
7 26 (15.03%) Master Data Management
7 26 (15.03%) Mentoring
8 24 (13.87%) Performance Tuning
9 23 (13.29%) Data Architecture
10 22 (12.72%) Data Analysis
11 19 (10.98%) Agile Software Development
11 19 (10.98%) CRM
11 19 (10.98%) Data Cleansing
12 17 (9.83%) Technical Architecture
13 16 (9.25%) Inmon Methodology
13 16 (9.25%) Logical Data Model
14 15 (8.67%) TOGAF
14 15 (8.67%) Zachman Framework
Programming Languages
1 111 (64.16%) SQL
2 40 (23.12%) T-SQL
3 22 (12.72%) PL/SQL
4 5 (2.89%) Data Analysis Expressions (DAX)
5 4 (2.31%) C#
5 4 (2.31%) JavaScript
6 3 (1.73%) Python
6 3 (1.73%) R
7 2 (1.16%) C
7 2 (1.16%) Shell Script
7 2 (1.16%) TypeScript
7 2 (1.16%) VB.NET
7 2 (1.16%) VBA
8 1 (0.58%) Bash Shell
8 1 (0.58%) Java
Qualifications
1 26 (15.03%) Degree
2 13 (7.51%) Microsoft Certification
3 7 (4.05%) MCITP
Quality Assurance & Compliance
1 16 (9.25%) Data Quality
2 7 (4.05%) QA
System Software
1 1 (0.58%) Apache Flume
Systems Management
1 2 (1.16%) Dollar Universe
2 1 (0.58%) Hadoop YARN
Vendors
1 73 (42.20%) Oracle
2 62 (35.84%) Microsoft
3 31 (17.92%) Informatica
4 22 (12.72%) Tableau
5 16 (9.25%) IBM
6 13 (7.51%) Endeca
6 13 (7.51%) Teradata
7 9 (5.20%) SAP
8 8 (4.62%) Talend
9 7 (4.05%) Jaspersoft
10 5 (2.89%) Cognos
10 5 (2.89%) Netezza
11 4 (2.31%) Google
12 3 (1.73%) Hyperion
13 2 (1.16%) Salesforce.com
14 1 (0.58%) Pegasus
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