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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Star Schema
UK / England
Rank 747 819 855
Rank change year-on-year
+72 +36
Permanent jobs citing Star Schema 75 78 75
As % of all permanent IT jobs located in England 0.095% 0.083% 0.078%
As % of the Database & Business Intelligence category 0.32% 0.26% 0.25%
Number of salaries quoted 69 74 66
Median salary £54,000 £47,800 £44,000
Median salary % change year-on-year
+12.97% +8.63%
90% offered a salary of more than £30,000 £35,000 £31,000
10% offered a salary of more than £65,000 £67,500 £57,500
UK excluding London median salary £46,250 £40,000 £48,000
% change year-on-year
+15.62% -16.66%

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
23693 30285 29785
As % of all permanent IT jobs located in England 30.07% 32.38% 30.91%
Number of salaries quoted 20548 25912 25699
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 £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 18 January 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 18 January 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 +53 30 £55,000 - 4
South East +54 20 £45,750 +14.37% 3
West Midlands +5 7 £45,500 +30.00%
North West - 6 £43,500 -
Yorkshire +27 5 £37,500 +25.00%
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 18 January 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.

1 152 (82.61%) Data Warehouse
2 132 (71.74%) Business Intelligence
3 118 (64.13%) SQL
4 106 (57.61%) SQL Server
5 102 (55.43%) ETL
6 101 (54.89%) SQL Server Integration Services
7 85 (46.20%) Data Modelling
8 83 (45.11%) Oracle
9 77 (41.85%) Finance
9 77 (41.85%) SQL Server Analysis Services
10 76 (41.30%) SQL Server Reporting Services
11 67 (36.41%) Kimball Methodology
12 62 (33.70%) Microsoft
13 53 (28.80%) T-SQL
14 42 (22.83%) Agile Software Development
15 37 (20.11%) Informatica
16 36 (19.57%) Snowflake Schema
17 33 (17.93%) MS Excel
18 32 (17.39%) Data Management
19 31 (16.85%) Oracle Database
20 30 (16.30%) Degree
21 29 (15.76%) Retail
22 28 (15.22%) Performance Tuning
23 26 (14.13%) Oracle BI EE
23 26 (14.13%) Information Architecture
24 25 (13.59%) Data Integration
24 25 (13.59%) Mentoring
25 24 (13.04%) Master Data Management
26 23 (12.50%) Data Cleansing
26 23 (12.50%) QlikView

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 (2.72%) WebLogic
2 4 (2.17%) Oracle SOA Suite
3 2 (1.09%) SharePoint
4 1 (0.54%) Apache Airflow
4 1 (0.54%) Elasticsearch
4 1 (0.54%) Luigi
Applications
1 33 (17.93%) MS Excel
2 2 (1.09%) MS Office
Business Applications
1 15 (8.15%) Oracle Applications
2 4 (2.17%) Cognos Business Intelligence
3 1 (0.54%) Dynamics CRM
3 1 (0.54%) Oracle EBS
Cloud Services
1 8 (4.35%) Amazon AWS
2 5 (2.72%) Microsoft Azure
3 4 (2.17%) Google Cloud Platform
4 1 (0.54%) SaaS
Database & Business Intelligence
1 152 (82.61%) Data Warehouse
2 106 (57.61%) SQL Server
3 101 (54.89%) SQL Server Integration Services
4 77 (41.85%) SQL Server Analysis Services
5 76 (41.30%) SQL Server Reporting Services
6 36 (19.57%) Snowflake Schema
7 31 (16.85%) Oracle Database
8 26 (14.13%) Oracle BI EE
9 23 (12.50%) QlikView
10 22 (11.96%) BusinessObjects
10 22 (11.96%) Enterprise Data Warehouse
10 22 (11.96%) Relational Database
11 19 (10.33%) Oracle Database 11g
11 19 (10.33%) Oracle Reports
12 18 (9.78%) OLAP
12 18 (9.78%) Oracle Database 12c
12 18 (9.78%) Oracle ODI
13 17 (9.24%) Power BI
13 17 (9.24%) SQL Server 2008
14 16 (8.70%) Oracle BI Publisher
Development Applications
1 18 (9.78%) ERwin
2 15 (8.15%) Talend Open Studio
3 9 (4.89%) Visual Studio
4 2 (1.09%) JIRA
General
1 77 (41.85%) Finance
2 29 (15.76%) Retail
3 19 (10.33%) Banking
4 6 (3.26%) Investment Banking
5 4 (2.17%) Local Government
6 2 (1.09%) Legal
7 1 (0.54%) Law
7 1 (0.54%) Marketing
Job Titles
1 91 (49.46%) Developer
2 40 (21.74%) Business Intelligence Developer
3 39 (21.20%) SQL Developer
4 37 (20.11%) Data Warehouse Developer
5 34 (18.48%) SSIS Developer
6 28 (15.22%) Analyst
6 28 (15.22%) Architect
7 24 (13.04%) Consultant
7 24 (13.04%) SQL Analyst
8 23 (12.50%) Data Architect
9 21 (11.41%) Analyst Developer
10 20 (10.87%) SQL Data Analyst
11 18 (9.78%) Data Warehouse Analyst
11 18 (9.78%) SSRS Developer
12 16 (8.70%) ETL Developer
13 15 (8.15%) Data Analyst
14 14 (7.61%) Developer Analyst
14 14 (7.61%) Senior Developer
14 14 (7.61%) SSAS Developer
15 13 (7.07%) OBIEE Consultant
Libraries, Frameworks & Software Standards
1 13 (7.07%) XML
2 11 (5.98%) MDX
3 10 (5.43%) Web Services
4 4 (2.17%) CSS
4 4 (2.17%) HTML
4 4 (2.17%) Middleware
4 4 (2.17%) Oracle GoldenGate
5 3 (1.63%) JSON
5 3 (1.63%) Twitter Bootstrap
6 2 (1.09%) .NET
6 2 (1.09%) AngularJS
6 2 (1.09%) CSS3
6 2 (1.09%) HTML5
6 2 (1.09%) REST
6 2 (1.09%) WCF
7 1 (0.54%) jQuery
7 1 (0.54%) Kafka
Miscellaneous
1 25 (13.59%) Data Integration
2 21 (11.41%) Analytical Skills
3 15 (8.15%) Management Information System
4 11 (5.98%) Computer Science
4 11 (5.98%) Credit Risk
4 11 (5.98%) Market Risk
5 10 (5.43%) Visualisation
6 9 (4.89%) Data Structures
7 8 (4.35%) Mathematics
8 6 (3.26%) Replication
9 5 (2.72%) NHS
10 3 (1.63%) Semantic Web
11 2 (1.09%) Algorithms
11 2 (1.09%) Data Extraction
11 2 (1.09%) Economics
11 2 (1.09%) Enterprise Software
11 2 (1.09%) Psychology
12 1 (0.54%) Client/Server
12 1 (0.54%) Driving Licence
12 1 (0.54%) Fintech
Operating Systems
1 1 (0.54%) AIX
1 1 (0.54%) Android
1 1 (0.54%) Apple iOS
1 1 (0.54%) Linux
1 1 (0.54%) Unix
Processes & Methodologies
1 132 (71.74%) Business Intelligence
2 102 (55.43%) ETL
3 85 (46.20%) Data Modelling
4 67 (36.41%) Kimball Methodology
5 42 (22.83%) Agile Software Development
6 32 (17.39%) Data Management
7 28 (15.22%) Performance Tuning
8 26 (14.13%) Information Architecture
9 25 (13.59%) Mentoring
10 24 (13.04%) Master Data Management
11 23 (12.50%) Analytics
11 23 (12.50%) Data Cleansing
12 21 (11.41%) Migration
13 20 (10.87%) Data Analysis
14 19 (10.33%) CRM
14 19 (10.33%) Data Migration
15 18 (9.78%) Software Engineering
16 17 (9.24%) Technical Architecture
17 16 (8.70%) Data Architecture
17 16 (8.70%) Logical Data Model
Programming Languages
1 118 (64.13%) SQL
2 53 (28.80%) T-SQL
3 20 (10.87%) PL/SQL
4 4 (2.17%) JavaScript
5 3 (1.63%) C#
5 3 (1.63%) Data Analysis Expressions (DAX)
6 2 (1.09%) TypeScript
6 2 (1.09%) VB.NET
7 1 (0.54%) Bash Shell
7 1 (0.54%) Java
7 1 (0.54%) Python
7 1 (0.54%) R
Qualifications
1 30 (16.30%) Degree
2 12 (6.52%) Microsoft Certification
3 6 (3.26%) MCITP
Quality Assurance & Compliance
1 15 (8.15%) Data Quality
2 5 (2.72%) QA
3 1 (0.54%) GDPR
System Software
1 1 (0.54%) Apache Flume
Systems Management
1 1 (0.54%) Hadoop YARN
Vendors
1 83 (45.11%) Oracle
2 62 (33.70%) Microsoft
3 37 (20.11%) Informatica
4 16 (8.70%) IBM
5 15 (8.15%) Talend
6 14 (7.61%) Tableau
7 13 (7.07%) Teradata
8 12 (6.52%) Cognos
9 11 (5.98%) SAP
10 7 (3.80%) Jaspersoft
11 5 (2.72%) Google
11 5 (2.72%) Netezza
12 3 (1.63%) Hyperion
13 2 (1.09%) Salesforce.com
14 1 (0.54%) Pegasus
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