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

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 84 103 97
Rank change year-on-year
+19 -6
Permanent jobs citing Data Modelling 9 19 27
As % of all permanent IT jobs located in Cheshire 0.83% 1.18% 1.55%
As % of the Processes & Methodologies category 1.02% 1.31% 1.85%
Number of salaries quoted 7 14 23
Median salary £29,000 £40,000 £45,000
Median salary % change year-on-year
-27.50% -11.11%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
885 1451 1457
As % of all permanent IT jobs located in Cheshire 81.94% 89.79% 83.83%
Number of salaries quoted 746 1112 1082
Median salary £37,500 £40,000 £37,500
Median salary % change year-on-year
-6.25% +6.66%
90% offered a salary of more than £25,000 £28,000 £27,000
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 May 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 May 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 -4 5 £24,000 -22.58%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 27 May 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 9 (81.82%) ETL
1 9 (81.82%) Business Intelligence
2 7 (63.64%) Finance
3 6 (54.55%) SQL
4 5 (45.45%) Analytics
5 4 (36.36%) QA
5 4 (36.36%) Agile Software Development
5 4 (36.36%) Informatica
5 4 (36.36%) ERwin
5 4 (36.36%) Oracle
6 3 (27.27%) SAP
6 3 (27.27%) BusinessObjects
6 3 (27.27%) Data Warehouse
6 3 (27.27%) SOA
6 3 (27.27%) SAP FI
6 3 (27.27%) Pharmaceutical
6 3 (27.27%) Advertising
6 3 (27.27%) Information Management
6 3 (27.27%) Google
6 3 (27.27%) Talend Open Studio
6 3 (27.27%) Spotfire
6 3 (27.27%) Information Architecture
6 3 (27.27%) Stakeholder Engagement
6 3 (27.27%) Data Quality
6 3 (27.27%) Talend
7 2 (18.18%) Java
7 2 (18.18%) Data Stewardship
7 2 (18.18%) Root Cause Analysis
7 2 (18.18%) Vertica
7 2 (18.18%) Tableau

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 (9.09%) Apache
1 1 (9.09%) Mule
1 1 (9.09%) WebSphere
Business Applications
1 3 (27.27%) SAP FI
Cloud Services
1 2 (18.18%) Amazon AWS
2 1 (9.09%) Amazon Kinesis
2 1 (9.09%) Amazon S3
2 1 (9.09%) AWS Elastic Beanstalk
Database & Business Intelligence
1 3 (27.27%) BusinessObjects
1 3 (27.27%) Data Warehouse
1 3 (27.27%) Spotfire
2 2 (18.18%) MySQL
3 1 (9.09%) Amazon Redshift
3 1 (9.09%) Apache Cassandra
3 1 (9.09%) Big Data
3 1 (9.09%) Couchbase
3 1 (9.09%) Data Mining
3 1 (9.09%) DB2
3 1 (9.09%) Enterprise Data Warehouse
3 1 (9.09%) Hadoop
3 1 (9.09%) Hazelcast
3 1 (9.09%) PostgreSQL
3 1 (9.09%) SQL Server
3 1 (9.09%) Star Schema
Development Applications
1 4 (36.36%) ERwin
2 3 (27.27%) Talend Open Studio
3 1 (9.09%) Git (software)
3 1 (9.09%) git-flow
3 1 (9.09%) Hudson
3 1 (9.09%) Jenkins
3 1 (9.09%) Maven
General
1 7 (63.64%) Finance
2 3 (27.27%) Advertising
2 3 (27.27%) Pharmaceutical
3 1 (9.09%) Banking
3 1 (9.09%) Financial Institution
Job Titles
1 5 (45.45%) Analyst
1 5 (45.45%) Business Intelligence Analyst
1 5 (45.45%) Business Intelligence Data Analyst
1 5 (45.45%) Data Analyst
2 3 (27.27%) Data Modeller
3 1 (9.09%) Ab Initio Consultant
3 1 (9.09%) Architect
3 1 (9.09%) Consultant
3 1 (9.09%) Data Architect
3 1 (9.09%) Data Consultant
3 1 (9.09%) Designer
3 1 (9.09%) ETL Consultant
3 1 (9.09%) Informatica Consultant
3 1 (9.09%) Informatica Designer
3 1 (9.09%) Lead Software Engineer
3 1 (9.09%) MySQL Consultant
3 1 (9.09%) Senior Ab Initio Consultant
3 1 (9.09%) Senior Consultant
3 1 (9.09%) Senior Informatica Consultant
3 1 (9.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (9.09%) Apache Avro
1 1 (9.09%) Apache Camel
1 1 (9.09%) Apache Thrift
1 1 (9.09%) EDI
1 1 (9.09%) JMS
1 1 (9.09%) JSON
1 1 (9.09%) Middleware
1 1 (9.09%) Protocol Buffers
1 1 (9.09%) SOAP
1 1 (9.09%) XML
1 1 (9.09%) ZeroMQ
Miscellaneous
1 2 (18.18%) Analytical Skills
2 1 (9.09%) Algorithms
2 1 (9.09%) Data Integration
2 1 (9.09%) Management Information System
2 1 (9.09%) Taxonomies
Processes & Methodologies
1 9 (81.82%) Business Intelligence
1 9 (81.82%) ETL
2 5 (45.45%) Analytics
3 4 (36.36%) Agile Software Development
4 3 (27.27%) Information Architecture
4 3 (27.27%) Information Management
4 3 (27.27%) SOA
4 3 (27.27%) Stakeholder Engagement
5 2 (18.18%) Continuous Improvement
5 2 (18.18%) Continuous Integration
5 2 (18.18%) Data Stewardship
5 2 (18.18%) Root Cause Analysis
5 2 (18.18%) Scrum
6 1 (9.09%) Business Analysis
6 1 (9.09%) Business Development
6 1 (9.09%) Data Architecture
6 1 (9.09%) Data Management
6 1 (9.09%) Software Engineering
6 1 (9.09%) TDD
6 1 (9.09%) Test Scripting
Programming Languages
1 6 (54.55%) SQL
2 2 (18.18%) Java
Quality Assurance & Compliance
1 4 (36.36%) QA
2 3 (27.27%) Data Quality
3 1 (9.09%) COBIT
System Software
1 2 (18.18%) Docker
Vendors
1 4 (36.36%) Informatica
1 4 (36.36%) Oracle
2 3 (27.27%) Google
2 3 (27.27%) SAP
2 3 (27.27%) Talend
3 2 (18.18%) Tableau
3 2 (18.18%) Vertica
4 1 (9.09%) Ab Initio
4 1 (9.09%) Cognizant
4 1 (9.09%) Teradata
4 1 (9.09%) webMethods
4 1 (9.09%) WSO2