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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 63 118 83
Rank change year-on-year
+55 -35
Permanent jobs citing Data Modelling 38 13 50
As % of all permanent IT jobs located in Cheshire 3.25% 0.78% 2.58%
As % of the Processes & Methodologies category 3.80% 0.88% 2.97%
Number of salaries quoted 28 13 45
Median salary £36,750 £47,500 £42,500
Median salary % change year-on-year
-22.63% +11.76%
90% offered a salary of more than £31,750 £40,000 £31,500
10% offered a salary of more than £65,000 £55,000 £53,750
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
1001 1471 1681
As % of all permanent IT jobs located in Cheshire 85.70% 88.24% 86.78%
Number of salaries quoted 872 1251 1364
Median salary £39,000 £41,000 £40,000
Median salary % change year-on-year
-4.87% +2.50%
90% offered a salary of more than £25,000 £26,000 £28,000
10% offered a salary of more than £57,500 £58,750 £57,500
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 27 September 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 27 September 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 +29 10 £40,000 -33.33% 1
Knutsford +28 10 £32,500 -40.90%
Warrington +15 7 £35,000 -15.66% 1
Runcorn - 2 - -
Wilmslow - 2 £30,000 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 27 September 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 33 (73.33%) SQL
2 30 (66.67%) Business Intelligence
3 27 (60.00%) ETL
4 21 (46.67%) SQL Server
5 16 (35.56%) Data Warehouse
6 15 (33.33%) Finance
7 14 (31.11%) Data Analysis
7 14 (31.11%) Data Quality
8 13 (28.89%) Relational Database
8 13 (28.89%) Agile Software Development
8 13 (28.89%) Data Mining
9 12 (26.67%) SQL Server Reporting Services
9 12 (26.67%) SQL Server Integration Services
10 11 (24.44%) Analytics
10 11 (24.44%) Data Integration
10 11 (24.44%) Microsoft
10 11 (24.44%) Teradata
11 10 (22.22%) T-SQL
12 9 (20.00%) Banking
12 9 (20.00%) Analytical Skills
12 9 (20.00%) Logical Data Model
12 9 (20.00%) Power BI
13 8 (17.78%) Retail
13 8 (17.78%) Tableau
14 7 (15.56%) Microsoft Azure
14 7 (15.56%) Data Management
14 7 (15.56%) MS Excel
15 6 (13.33%) SAP
15 6 (13.33%) Star Schema
15 6 (13.33%) Cognizant

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 (2.22%) Apache Spark
Applications
1 7 (15.56%) MS Excel
2 4 (8.89%) MS Visio
Business Applications
1 4 (8.89%) Exstream
Cloud Services
1 7 (15.56%) Microsoft Azure
2 1 (2.22%) Amazon AWS
2 1 (2.22%) Amazon Kinesis
2 1 (2.22%) Amazon S3
2 1 (2.22%) AWS Elastic Beanstalk
2 1 (2.22%) Data Lake Analytics
Database & Business Intelligence
1 21 (46.67%) SQL Server
2 16 (35.56%) Data Warehouse
3 13 (28.89%) Data Mining
3 13 (28.89%) Relational Database
4 12 (26.67%) SQL Server Integration Services
4 12 (26.67%) SQL Server Reporting Services
5 9 (20.00%) Power BI
6 6 (13.33%) Star Schema
7 5 (11.11%) BusinessObjects
7 5 (11.11%) QlikView
7 5 (11.11%) Snowflake Schema
7 5 (11.11%) SQL Server Analysis Services
8 4 (8.89%) JasperReports
8 4 (8.89%) Qlik Sense
8 4 (8.89%) SQL Server 2014
9 2 (4.44%) Azure SQL Database
9 2 (4.44%) Big Data
10 1 (2.22%) Hadoop
10 1 (2.22%) OLTP
10 1 (2.22%) SQL Server 2008
Development Applications
1 5 (11.11%) Visual Studio
2 4 (8.89%) Eclipse
2 4 (8.89%) Talend Open Studio
3 1 (2.22%) ERwin
General
1 15 (33.33%) Finance
2 9 (20.00%) Banking
3 8 (17.78%) Retail
4 6 (13.33%) Advertising
5 5 (11.11%) Corporate Banking
6 4 (8.89%) Retail Banking
7 2 (4.44%) Pharmaceutical
Job Titles
1 21 (46.67%) Developer
2 19 (42.22%) Analyst
3 11 (24.44%) Data Analyst
4 8 (17.78%) Business Intelligence Developer
5 6 (13.33%) Business Intelligence Analyst
5 6 (13.33%) Business Intelligence Data Analyst
6 5 (11.11%) Business Analyst
6 5 (11.11%) Database Developer
6 5 (11.11%) Senior Analyst
6 5 (11.11%) Senior Business Analyst
6 5 (11.11%) SSIS Developer
6 5 (11.11%) SSRS Developer
7 4 (8.89%) Business Data Analyst
7 4 (8.89%) Data Scientist
7 4 (8.89%) Data Warehouse Developer
7 4 (8.89%) SQL Developer
8 3 (6.67%) SQL Analyst
9 2 (4.44%) Azure Developer
9 2 (4.44%) SAP Analyst
9 2 (4.44%) Teradata Developer
Libraries, Frameworks & Software Standards
1 4 (8.89%) .NET
2 3 (6.67%) HTML
Miscellaneous
1 11 (24.44%) Data Integration
2 9 (20.00%) Analytical Skills
3 5 (11.11%) Data Structures
3 5 (11.11%) Mathematics
4 4 (8.89%) Management Information System
4 4 (8.89%) Reference Data
4 4 (8.89%) Visualisation
5 2 (4.44%) Algorithms
5 2 (4.44%) Physics
5 2 (4.44%) Statistics
6 1 (2.22%) Driving Licence
6 1 (2.22%) Linked Data
Processes & Methodologies
1 30 (66.67%) Business Intelligence
2 27 (60.00%) ETL
3 14 (31.11%) Data Analysis
4 13 (28.89%) Agile Software Development
5 11 (24.44%) Analytics
6 9 (20.00%) Logical Data Model
7 7 (15.56%) Data Management
8 6 (13.33%) Business Analysis
8 6 (13.33%) Continuous Integration
8 6 (13.33%) Kimball Methodology
8 6 (13.33%) Scrum
8 6 (13.33%) Statistical Analysis
9 5 (11.11%) Performance Tuning
9 5 (11.11%) Physical Data Model
9 5 (11.11%) Project Management
9 5 (11.11%) TDD
9 5 (11.11%) Translating Business Requirements
10 4 (8.89%) Quality Management
10 4 (8.89%) SDLC
10 4 (8.89%) Unit Testing
Programming Languages
1 33 (73.33%) SQL
2 10 (22.22%) T-SQL
3 3 (6.67%) Java
3 3 (6.67%) Python
3 3 (6.67%) VBA
4 1 (2.22%) C#
4 1 (2.22%) R
Qualifications
1 5 (11.11%) IIBA
1 5 (11.11%) ISEB
2 2 (4.44%) PhD
3 1 (2.22%) Degree
Quality Assurance & Compliance
1 14 (31.11%) Data Quality
2 3 (6.67%) QA
System Software
1 1 (2.22%) Docker
Vendors
1 11 (24.44%) Microsoft
1 11 (24.44%) Teradata
2 8 (17.78%) Tableau
3 6 (13.33%) Cognizant
3 6 (13.33%) SAP
4 5 (11.11%) HP
5 4 (8.89%) Ab Initio
5 4 (8.89%) GoldenSource
5 4 (8.89%) Informatica
5 4 (8.89%) Talend
6 3 (6.67%) Google
6 3 (6.67%) Netezza
6 3 (6.67%) Vertica
Warrington, Cheshire
Harvey Nash plc
Posted: 5 days ago
Chester
Applause IT Ltd
Salary: £40000 - £60000 per annum + + Great Benefits
Posted: 8 days ago
Cheshire
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 15 days ago