The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 87 108 91
Rank change year-on-year
+21 -17
Permanent jobs citing Data Modelling 15 8 41
As % of all permanent IT jobs located in Cheshire 1.34% 0.56% 2.14%
As % of the Processes & Methodologies category 1.57% 0.66% 2.41%
Number of salaries quoted 12 6 40
Median salary £37,500 £45,000 £47,000
Median salary % change year-on-year
-16.66% -4.25%
90% offered a salary of more than £32,750 £33,250 £30,000
10% offered a salary of more than £44,750 £56,250 £50,000
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
Data Modelling
North West

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

Processes & Methodologies Category
Cheshire
Permanent IT job ads with a match in the
Processes & Methodologies category
955 1219 1703
As % of all permanent IT jobs located in Cheshire 85.04% 84.59% 88.70%
Number of salaries quoted 780 1079 1492
Median salary £37,500 £40,000 £41,250
Median salary % change year-on-year
-6.25% -3.03%
90% offered a salary of more than £26,500 £26,000 £26,000
10% offered a salary of more than £60,000 £65,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire 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 Cheshire

Data Modelling
Salary Trend in Cheshire

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

Data Modelling Salary Trend in Cheshire

Data Modelling
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cheshire region over the 3 months to 4 December 2016.

Data Modelling Salary Histogram in Cheshire

Data Modelling
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Cheshire region over the 3 months to 4 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
Chester +12 7 £41,250 +55.66% 1
Warrington +19 5 £36,000 -10.00% 2
Knutsford - 1 - -
Runcorn - 1 - -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 4 December 2016, 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 Cheshire region with a requirement for Data Modelling.

1 36 (76.60%) SQL
2 31 (65.96%) Business Intelligence
3 27 (57.45%) ETL
4 25 (53.19%) SQL Server
5 18 (38.30%) Data Warehouse
5 18 (38.30%) SQL Server Reporting Services
5 18 (38.30%) SQL Server Integration Services
6 16 (34.04%) Relational Database
7 15 (31.91%) Data Mining
8 14 (29.79%) Data Quality
8 14 (29.79%) Data Analysis
9 13 (27.66%) Microsoft
9 13 (27.66%) Finance
9 13 (27.66%) Teradata
10 12 (25.53%) T-SQL
10 12 (25.53%) Power BI
11 11 (23.40%) Analytics
12 10 (21.28%) Kimball Methodology
12 10 (21.28%) SQL Server Analysis Services
12 10 (21.28%) Data Integration
12 10 (21.28%) Agile Software Development
13 9 (19.15%) Banking
13 9 (19.15%) Microsoft Azure
13 9 (19.15%) Logical Data Model
14 8 (17.02%) Retail
14 8 (17.02%) Statistical Analysis
15 7 (14.89%) Performance Tuning
15 7 (14.89%) Analytical Skills
15 7 (14.89%) Data Management
15 7 (14.89%) MS Excel

Data Modelling
Top Related IT Skills in Cheshire 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 1 (2.13%) Apache Spark
Applications
1 7 (14.89%) MS Excel
2 4 (8.51%) MS Visio
Business Applications
1 4 (8.51%) Exstream
Cloud Services
1 9 (19.15%) Microsoft Azure
2 1 (2.13%) Cloud Computing
2 1 (2.13%) Data Lake Analytics
2 1 (2.13%) Force.com
Database & Business Intelligence
1 25 (53.19%) SQL Server
2 18 (38.30%) Data Warehouse
2 18 (38.30%) SQL Server Integration Services
2 18 (38.30%) SQL Server Reporting Services
3 16 (34.04%) Relational Database
4 15 (31.91%) Data Mining
5 12 (25.53%) Power BI
6 10 (21.28%) SQL Server Analysis Services
7 7 (14.89%) Snowflake Schema
7 7 (14.89%) Star Schema
8 6 (12.77%) QlikView
9 5 (10.64%) BusinessObjects
9 5 (10.64%) SQL Server 2014
10 4 (8.51%) Azure SQL Database
10 4 (8.51%) Big Data
10 4 (8.51%) JasperReports
10 4 (8.51%) Qlik Sense
11 1 (2.13%) Enterprise Data Warehouse
11 1 (2.13%) Hadoop
11 1 (2.13%) SQL Server 2008
Development Applications
1 7 (14.89%) Visual Studio
2 4 (8.51%) Eclipse
3 1 (2.13%) Oracle APEX
3 1 (2.13%) Talend Open Studio
General
1 13 (27.66%) Finance
2 9 (19.15%) Banking
3 8 (17.02%) Retail
4 5 (10.64%) Corporate Banking
5 4 (8.51%) Advertising
5 4 (8.51%) Retail Banking
6 2 (4.26%) Pharmaceutical
Job Titles
1 24 (51.06%) Developer
2 18 (38.30%) Analyst
3 9 (19.15%) Business Intelligence Developer
4 7 (14.89%) Data Analyst
4 7 (14.89%) Database Developer
5 6 (12.77%) SSIS Developer
5 6 (12.77%) SSRS Developer
6 5 (10.64%) Business Analyst
6 5 (10.64%) Business Intelligence Analyst
6 5 (10.64%) Senior Analyst
6 5 (10.64%) Senior Business Analyst
7 4 (8.51%) Business Data Analyst
7 4 (8.51%) Data Scientist
7 4 (8.51%) Data Warehouse Developer
7 4 (8.51%) SQL Analyst
7 4 (8.51%) SQL Developer
8 2 (4.26%) Azure Developer
8 2 (4.26%) Business Intelligence Data Analyst
8 2 (4.26%) SAP Analyst
8 2 (4.26%) Teradata Developer
Libraries, Frameworks & Software Standards
1 4 (8.51%) .NET
1 4 (8.51%) HTML
2 1 (2.13%) DHTML
2 1 (2.13%) Visualforce
Miscellaneous
1 10 (21.28%) Data Integration
2 7 (14.89%) Analytical Skills
3 5 (10.64%) Data Structures
3 5 (10.64%) Mathematics
4 4 (8.51%) Management Information System
4 4 (8.51%) Reference Data
4 4 (8.51%) Visualisation
5 2 (4.26%) Algorithms
5 2 (4.26%) Physics
5 2 (4.26%) Statistics
6 1 (2.13%) Driving Licence
6 1 (2.13%) Linked Data
Processes & Methodologies
1 31 (65.96%) Business Intelligence
2 27 (57.45%) ETL
3 14 (29.79%) Data Analysis
4 11 (23.40%) Analytics
5 10 (21.28%) Agile Software Development
5 10 (21.28%) Kimball Methodology
6 9 (19.15%) Logical Data Model
7 8 (17.02%) Statistical Analysis
8 7 (14.89%) Data Management
8 7 (14.89%) Performance Tuning
9 6 (12.77%) Business Analysis
9 6 (12.77%) Unit Testing
10 5 (10.64%) Continuous Integration
10 5 (10.64%) Physical Data Model
10 5 (10.64%) Project Management
10 5 (10.64%) Scrum
10 5 (10.64%) TDD
10 5 (10.64%) Translating Business Requirements
11 4 (8.51%) Data Mapping
11 4 (8.51%) SDLC
Programming Languages
1 36 (76.60%) SQL
2 12 (25.53%) T-SQL
3 3 (6.38%) Python
3 3 (6.38%) VBA
4 2 (4.26%) Java
5 1 (2.13%) Apex Code
5 1 (2.13%) C#
5 1 (2.13%) JavaScript
5 1 (2.13%) R
Qualifications
1 5 (10.64%) IIBA
1 5 (10.64%) ISEB
2 2 (4.26%) PhD
3 1 (2.13%) Degree
Quality Assurance & Compliance
1 14 (29.79%) Data Quality
2 1 (2.13%) QA
Vendors
1 13 (27.66%) Microsoft
1 13 (27.66%) Teradata
2 6 (12.77%) Cognizant
2 6 (12.77%) SAP
2 6 (12.77%) Tableau
3 5 (10.64%) HP
4 4 (8.51%) GoldenSource
5 3 (6.38%) Ab Initio
5 3 (6.38%) Informatica
5 3 (6.38%) Netezza
6 1 (2.13%) Google
6 1 (2.13%) Oracle
6 1 (2.13%) Salesforce.com
6 1 (2.13%) Talend
6 1 (2.13%) Vertica
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 3 days ago
Warrington, Cheshire
Rullion IT Plus
Salary: £30000 - £42000 per annum + Benefits
Posted: 6 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 16 days ago