The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bolton region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Manchester / Bolton
Rank 29 16 -
Rank change year-on-year
-13 -
Permanent jobs citing Data Modelling 3 2 0
As % of all permanent IT jobs located in Bolton 2.24% 2.78% -
As % of the Processes & Methodologies category 2.38% 3.57% -
Number of salaries quoted 3 2 0
Median salary £37,500 £20,500 -
Median salary % change year-on-year
+82.92% -
UK excluding London median salary £48,500 £47,500 £46,000
% change year-on-year
+2.10% +3.26%

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

Processes & Methodologies Category
Bolton
Permanent IT job ads with a match in the
Processes & Methodologies category
126 56 155
As % of all permanent IT jobs located in Bolton 94.03% 77.78% 91.18%
Number of salaries quoted 114 53 133
Median salary £35,000 £35,000 £42,500
Median salary % change year-on-year
- -17.64%
90% offered a salary of more than £21,500 £22,500 £27,500
10% offered a salary of more than £50,000 £49,000 £45,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Bolton

The demand trend of job ads across the Bolton region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Bolton

Data Modelling
Salary Trend in Bolton

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

Data Modelling Salary Trend in Bolton

Data Modelling
Top 18 Related IT Skills in Bolton

For the 6 months to 22 February 2017, IT jobs citing Data Modelling 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 Bolton region with a requirement for Data Modelling.

1 3 (100.00%) SQL
2 2 (66.67%) Kimball Methodology
2 2 (66.67%) Data Warehouse
2 2 (66.67%) ETL
2 2 (66.67%) Business Intelligence
2 2 (66.67%) SQL Server Reporting Services
2 2 (66.67%) SQL Server Integration Services
2 2 (66.67%) SQL Server Analysis Services
3 1 (33.33%) SQL Server 2008
3 1 (33.33%) Microsoft Azure
3 1 (33.33%) Azure SQL Database
3 1 (33.33%) SQL Server 2012
3 1 (33.33%) Legal
3 1 (33.33%) Clustering
3 1 (33.33%) Performance Tuning
3 1 (33.33%) SQL Sentry
3 1 (33.33%) T-SQL
3 1 (33.33%) SQL Server

Data Modelling
Top Related IT Skills in Bolton 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:

Cloud Services
1 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) SQL Server Analysis Services
1 2 (66.67%) SQL Server Integration Services
1 2 (66.67%) SQL Server Reporting Services
2 1 (33.33%) Azure SQL Database
2 1 (33.33%) SQL Server
2 1 (33.33%) SQL Server 2008
2 1 (33.33%) SQL Server 2012
General
1 1 (33.33%) Legal
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Business Intelligence Analyst
2 1 (33.33%) Administrator
2 1 (33.33%) DBA
2 1 (33.33%) SQL DBA
Miscellaneous
1 1 (33.33%) Clustering
Processes & Methodologies
1 2 (66.67%) Business Intelligence
1 2 (66.67%) ETL
1 2 (66.67%) Kimball Methodology
2 1 (33.33%) Performance Tuning
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) T-SQL
Systems Management
1 1 (33.33%) SQL Sentry