The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the Yorkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 232 266 201
Rank change year-on-year
+34 -65
Permanent jobs citing Dimensional Modelling 19 4 51
As % of all permanent IT jobs located in Yorkshire 0.30% 0.056% 0.77%
As % of the Processes & Methodologies category 0.35% 0.063% 0.90%
Number of salaries quoted 14 4 38
Average salary £37,500 £40,000 £40,000
Average salary % change year-on-year
-6.25% -
90% offered a salary of more than £27,800 £32,650 £35,000
10% offered a salary of more than £61,000 £40,000 £42,500
UK excluding London average salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Dimensional Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5474 6316 5666
As % of all permanent IT jobs located in Yorkshire 87.25% 88.39% 85.02%
Number of salaries quoted 4557 5195 4296
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Dimensional Modelling
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing Dimensional Modelling across the Yorkshire region as a proportion of the total demand within the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in Yorkshire

Dimensional Modelling
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Dimensional Modelling across the Yorkshire region.

Dimensional Modelling Salary Trend in Yorkshire

Dimensional Modelling
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the Yorkshire region over the 3 months to 9 February 2016.

Dimensional Modelling Salary Histogram in Yorkshire

Dimensional Modelling
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Dimensional Modelling within the Yorkshire region over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +14 10 £37,500 +27.11%
North Yorkshire +14 5 £37,500 -6.25%
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 9 February 2016, IT jobs across the Yorkshire region citing Dimensional Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling.

1 25 (92.59%) Data Warehouse
2 23 (85.19%) Business Intelligence
3 20 (74.07%) SQL Server
3 20 (74.07%) SQL Server Integration Services
4 16 (59.26%) SQL
4 16 (59.26%) T-SQL
5 13 (48.15%) SQL Server Analysis Services
6 11 (40.74%) Microsoft
6 11 (40.74%) Kimball Methodology
7 10 (37.04%) ETL
7 10 (37.04%) Finance
7 10 (37.04%) Data Modelling
7 10 (37.04%) SQL Server Reporting Services
8 7 (25.93%) Team Foundation Server
8 7 (25.93%) Oracle
8 7 (25.93%) Validation
8 7 (25.93%) Relational Database
9 6 (22.22%) MDX
10 5 (18.52%) QlikView
10 5 (18.52%) Data Migration
10 5 (18.52%) Data Management
10 5 (18.52%) Teradata
10 5 (18.52%) Migration
10 5 (18.52%) Analytics
10 5 (18.52%) Data Analytics
10 5 (18.52%) Data Quality
10 5 (18.52%) Big Data
11 4 (14.81%) Functional Testing
11 4 (14.81%) Talend
11 4 (14.81%) Hortonworks

Dimensional Modelling
Top Related IT Skills in Yorkshire by Category

For the 6 months to 9 February 2016, IT jobs across the Yorkshire region citing Dimensional Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 4 (14.81%) Apache Pig
1 4 (14.81%) Apache Spark
Database & Business Intelligence
1 25 (92.59%) Data Warehouse
2 20 (74.07%) SQL Server
2 20 (74.07%) SQL Server Integration Services
3 13 (48.15%) SQL Server Analysis Services
4 10 (37.04%) SQL Server Reporting Services
5 7 (25.93%) Relational Database
6 5 (18.52%) Big Data
6 5 (18.52%) QlikView
7 4 (14.81%) Apache Hive
7 4 (14.81%) Datazen
7 4 (14.81%) Hadoop
7 4 (14.81%) Impala
7 4 (14.81%) OLAP
7 4 (14.81%) SQL Server 2005
7 4 (14.81%) SQL Server 2008
7 4 (14.81%) SQL Server 2014
8 2 (7.41%) BusinessObjects
8 2 (7.41%) Microsoft Power View
8 2 (7.41%) Oracle Database
8 2 (7.41%) Oracle Database 10g
Development Applications
1 7 (25.93%) Team Foundation Server
2 4 (14.81%) Talend Open Studio
3 3 (11.11%) SQL Server Management Studio (SSMS)
3 3 (11.11%) Visual Studio
General
1 10 (37.04%) Finance
2 1 (3.70%) Retail
Job Titles
1 13 (48.15%) Business Intelligence Developer
1 13 (48.15%) Developer
2 5 (18.52%) Designer
2 5 (18.52%) QlikView Developer
2 5 (18.52%) Solutions Designer
3 4 (14.81%) Analyst
4 3 (11.11%) Business Analyst
4 3 (11.11%) Data Warehouse Developer
4 3 (11.11%) Implementation Analyst
4 3 (11.11%) SQL BI Developer
4 3 (11.11%) SQL Developer
4 3 (11.11%) Systems Developer
5 2 (7.41%) Architect
5 2 (7.41%) Business Intelligence Consultant
5 2 (7.41%) Business Intelligence Specialist
5 2 (7.41%) Consultant
5 2 (7.41%) Microsoft BI Consultant
5 2 (7.41%) Senior Business Intelligence Specialist
5 2 (7.41%) Senior Data Warehouse Specialist
5 2 (7.41%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (22.22%) MDX
2 4 (14.81%) Kafka
2 4 (14.81%) Velocity
Miscellaneous
1 4 (14.81%) NHS
2 3 (11.11%) Data Structures
2 3 (11.11%) Management Information System
3 1 (3.70%) Analytical Skills
3 1 (3.70%) Cybercrime
Operating Systems
1 4 (14.81%) Windows
1 4 (14.81%) Windows Server 2012
Processes & Methodologies
1 23 (85.19%) Business Intelligence
2 11 (40.74%) Kimball Methodology
3 10 (37.04%) Data Modelling
3 10 (37.04%) ETL
4 7 (25.93%) Validation
5 5 (18.52%) Analytics
5 5 (18.52%) Data Analytics
5 5 (18.52%) Data Management
5 5 (18.52%) Data Migration
5 5 (18.52%) Migration
6 4 (14.81%) CRM
6 4 (14.81%) Data Architecture
6 4 (14.81%) Data Engineering
6 4 (14.81%) Functional Testing
6 4 (14.81%) MapReduce
6 4 (14.81%) SOA
6 4 (14.81%) Test Management
7 3 (11.11%) Cybersecurity
7 3 (11.11%) Data Protection
7 3 (11.11%) Data Validation
Programming Languages
1 16 (59.26%) SQL
1 16 (59.26%) T-SQL
Quality Assurance & Compliance
1 5 (18.52%) Data Quality
System Software
1 4 (14.81%) Apache Flume
1 4 (14.81%) HDFS
Vendors
1 11 (40.74%) Microsoft
2 7 (25.93%) Oracle
3 5 (18.52%) Teradata
4 4 (14.81%) Ab Initio
4 4 (14.81%) Cloudera
4 4 (14.81%) Hortonworks
4 4 (14.81%) Informatica
4 4 (14.81%) MapR
4 4 (14.81%) Netezza
4 4 (14.81%) Talend
5 2 (7.41%) Cognos
5 2 (7.41%) IBM
5 2 (7.41%) SAP