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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Star Schema
UK / England
Rank 741 825 842
Rank change year-on-year
+84 +17
Permanent jobs citing Star Schema 81 95 85
As % of all permanent IT jobs located in England 0.10% 0.10% 0.087%
As % of the Database & Business Intelligence category 0.34% 0.32% 0.28%
Number of salaries quoted 73 85 71
Median salary £52,500 £55,000 £44,000
Median salary % change year-on-year
-4.54% +25.00%
90% offered a salary of more than £26,000 £35,000 £37,500
10% offered a salary of more than £57,500 £69,000 £75,000
UK excluding London median salary £45,000 £40,000 £38,500
% change year-on-year
+12.50% +3.89%

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
23694 29785 30565
As % of all permanent IT jobs located in England 30.11% 31.61% 31.17%
Number of salaries quoted 20331 25570 26412
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 21 February 2017.

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 21 February 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 +42 34 £54,000 -6.08% 5
South East +68 21 £37,000 -7.50%
North West - 5 £51,000 -
West Midlands +23 4 £26,000 -25.71%
Yorkshire - 4 £37,500 - 1
North East - 2 £44,500 -
East Midlands +5 1 - - 1
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 21 February 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.

1 129 (84.31%) Data Warehouse
2 107 (69.93%) Business Intelligence
3 103 (67.32%) SQL
4 91 (59.48%) SQL Server
5 88 (57.52%) SQL Server Integration Services
6 78 (50.98%) ETL
7 73 (47.71%) Oracle
8 70 (45.75%) Finance
9 69 (45.10%) Data Modelling
9 69 (45.10%) SQL Server Analysis Services
10 67 (43.79%) SQL Server Reporting Services
11 54 (35.29%) Kimball Methodology
12 50 (32.68%) T-SQL
13 48 (31.37%) Microsoft
14 45 (29.41%) Agile Software Development
15 36 (23.53%) Informatica
16 32 (20.92%) MS Excel
17 29 (18.95%) Degree
18 28 (18.30%) Data Management
19 25 (16.34%) Oracle BI EE
20 24 (15.69%) Retail
21 23 (15.03%) Oracle Database
22 22 (14.38%) Migration
22 22 (14.38%) BusinessObjects
23 21 (13.73%) Relational Database
23 21 (13.73%) Mentoring
23 21 (13.73%) Information Architecture
24 20 (13.07%) Data Migration
24 20 (13.07%) Oracle Reports
25 19 (12.42%) Performance Tuning

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 4 (2.61%) Oracle SOA Suite
2 2 (1.31%) WebLogic
3 1 (0.65%) Apache Airflow
3 1 (0.65%) Elasticsearch
3 1 (0.65%) Luigi
3 1 (0.65%) SharePoint
Applications
1 32 (20.92%) MS Excel
2 2 (1.31%) MS Office
Business Applications
1 14 (9.15%) Oracle Applications
2 4 (2.61%) Cognos Business Intelligence
3 1 (0.65%) Oracle EBS
Cloud Services
1 8 (5.23%) Amazon AWS
2 7 (4.58%) Microsoft Azure
3 4 (2.61%) Google Cloud Platform
4 2 (1.31%) SaaS
Database & Business Intelligence
1 129 (84.31%) Data Warehouse
2 91 (59.48%) SQL Server
3 88 (57.52%) SQL Server Integration Services
4 69 (45.10%) SQL Server Analysis Services
5 67 (43.79%) SQL Server Reporting Services
6 25 (16.34%) Oracle BI EE
7 23 (15.03%) Oracle Database
8 22 (14.38%) BusinessObjects
9 21 (13.73%) Relational Database
10 20 (13.07%) Oracle Reports
11 19 (12.42%) Oracle ODI
11 19 (12.42%) QlikView
11 19 (12.42%) Snowflake Schema
12 17 (11.11%) MySQL
12 17 (11.11%) Oracle BI Publisher
13 16 (10.46%) SQL Server 2008
14 15 (9.80%) Hadoop
14 15 (9.80%) Oracle Database 11g
15 14 (9.15%) Oracle Database 12c
15 14 (9.15%) SQL Server 2012
Development Applications
1 18 (11.76%) Talend Open Studio
2 12 (7.84%) ERwin
3 7 (4.58%) Visual Studio
4 2 (1.31%) JIRA
General
1 70 (45.75%) Finance
2 24 (15.69%) Retail
3 19 (12.42%) Banking
4 7 (4.58%) Local Government
5 6 (3.92%) Investment Banking
6 1 (0.65%) Advertising
6 1 (0.65%) Automotive
6 1 (0.65%) German Language
6 1 (0.65%) Legal
6 1 (0.65%) Marketing
6 1 (0.65%) Publishing
Job Titles
1 79 (51.63%) Developer
2 43 (28.10%) Business Intelligence Developer
3 34 (22.22%) SQL Developer
4 31 (20.26%) SSIS Developer
5 28 (18.30%) Data Warehouse Developer
6 26 (16.99%) Analyst
7 25 (16.34%) Consultant
8 22 (14.38%) SQL Analyst
9 20 (13.07%) Analyst Developer
9 20 (13.07%) SQL Data Analyst
10 18 (11.76%) Data Warehouse Analyst
11 17 (11.11%) Data Analyst
12 16 (10.46%) Developer Analyst
13 15 (9.80%) Architect
13 15 (9.80%) ETL Developer
13 15 (9.80%) SSRS Developer
14 14 (9.15%) Data Architect
14 14 (9.15%) ETL Analyst
14 14 (9.15%) Senior Consultant
14 14 (9.15%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 12 (7.84%) XML
2 8 (5.23%) Web Services
3 4 (2.61%) Middleware
3 4 (2.61%) Oracle GoldenGate
4 2 (1.31%) CSS
4 2 (1.31%) HTML
4 2 (1.31%) JSON
4 2 (1.31%) MDX
5 1 (0.65%) jQuery
5 1 (0.65%) Kafka
5 1 (0.65%) Twitter Bootstrap
Miscellaneous
1 14 (9.15%) Analytical Skills
2 12 (7.84%) Management Information System
3 11 (7.19%) Credit Risk
3 11 (7.19%) Market Risk
4 10 (6.54%) Data Structures
5 9 (5.88%) Computer Science
6 7 (4.58%) Replication
7 6 (3.92%) NHS
8 3 (1.96%) Semantic Web
9 2 (1.31%) Algorithms
9 2 (1.31%) Enterprise Software
10 1 (0.65%) Client/Server
10 1 (0.65%) Driving Licence
10 1 (0.65%) Fintech
10 1 (0.65%) iSeries
Operating Systems
1 1 (0.65%) AIX
1 1 (0.65%) Android
1 1 (0.65%) Apple iOS
1 1 (0.65%) Linux
1 1 (0.65%) Unix
Processes & Methodologies
1 107 (69.93%) Business Intelligence
2 78 (50.98%) ETL
3 69 (45.10%) Data Modelling
4 54 (35.29%) Kimball Methodology
5 45 (29.41%) Agile Software Development
6 28 (18.30%) Data Management
7 22 (14.38%) Migration
8 21 (13.73%) Information Architecture
8 21 (13.73%) Mentoring
9 20 (13.07%) Data Migration
10 19 (12.42%) Performance Tuning
11 18 (11.76%) Master Data Management
12 17 (11.11%) Data Analysis
12 17 (11.11%) Data Integration
13 16 (10.46%) Data Cleansing
13 16 (10.46%) Software Engineering
14 15 (9.80%) CRM
14 15 (9.80%) Logical Data Model
15 14 (9.15%) Analytics
16 13 (8.50%) Data Architecture
Programming Languages
1 103 (67.32%) SQL
2 50 (32.68%) T-SQL
3 13 (8.50%) PL/SQL
4 2 (1.31%) JavaScript
5 1 (0.65%) Bash Shell
5 1 (0.65%) Java
5 1 (0.65%) Python
5 1 (0.65%) R
Qualifications
1 29 (18.95%) Degree
2 2 (1.31%) MCITP
2 2 (1.31%) Microsoft Certification
Quality Assurance & Compliance
1 11 (7.19%) Data Quality
2 2 (1.31%) QA
3 1 (0.65%) GDPR
System Software
1 1 (0.65%) Apache Flume
Systems Management
1 1 (0.65%) Hadoop YARN
Vendors
1 73 (47.71%) Oracle
2 48 (31.37%) Microsoft
3 36 (23.53%) Informatica
4 18 (11.76%) Talend
5 14 (9.15%) Cognos
6 13 (8.50%) SAP
7 12 (7.84%) IBM
8 11 (7.19%) Tableau
9 10 (6.54%) Teradata
10 7 (4.58%) Jaspersoft
11 5 (3.27%) Google
12 3 (1.96%) Hyperion
13 2 (1.31%) Netezza
14 1 (0.65%) Pegasus
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