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

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 76 100 81
Rank change year-on-year
+24 -19
Permanent jobs citing Data Modelling 15 22 40
As % of all permanent IT jobs located in Cheshire 1.51% 1.26% 2.29%
As % of the Processes & Methodologies category 1.79% 1.40% 2.67%
Number of salaries quoted 14 20 36
Median salary £31,250 £40,000 £39,500
Median salary % change year-on-year
-21.87% +1.26%
90% offered a salary of more than £25,500 £37,000 £32,500
10% offered a salary of more than £36,750 £45,000 £45,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
836 1566 1500
As % of all permanent IT jobs located in Cheshire 84.19% 89.69% 85.96%
Number of salaries quoted 729 1222 1167
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year
-6.25% -
90% offered a salary of more than £25,000 £27,500 £27,500
10% offered a salary of more than £57,500 £57,500 £55,000
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 24 July 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 24 July 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
Knutsford +19 5 £32,500 -27.77% 3
Chester - 5 £29,000 - 2
Warrington +6 2 £36,250 -11.04%
Wilmslow - 2 £30,000 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 24 July 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 19 (82.61%) Business Intelligence
2 17 (73.91%) ETL
3 14 (60.87%) SQL
4 10 (43.48%) Finance
5 8 (34.78%) Analytics
6 7 (30.43%) Tableau
6 7 (30.43%) Agile Software Development
6 7 (30.43%) BusinessObjects
6 7 (30.43%) SQL Server
6 7 (30.43%) SAP
7 6 (26.09%) Relational Database
7 6 (26.09%) Analytical Skills
7 6 (26.09%) Data Warehouse
7 6 (26.09%) Advertising
7 6 (26.09%) Data Quality
8 5 (21.74%) QA
8 5 (21.74%) Informatica
9 4 (17.39%) ERwin
9 4 (17.39%) Microsoft
9 4 (17.39%) Eclipse
9 4 (17.39%) MS Excel
9 4 (17.39%) Java
9 4 (17.39%) Oracle
9 4 (17.39%) .NET
9 4 (17.39%) Information Management
9 4 (17.39%) SQL Server Integration Services
9 4 (17.39%) SQL Server Reporting Services
9 4 (17.39%) Data Analysis
9 4 (17.39%) JasperReports
9 4 (17.39%) Google

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 (4.35%) Apache
1 1 (4.35%) Mule
1 1 (4.35%) WebSphere
Applications
1 4 (17.39%) MS Excel
2 2 (8.70%) MS Visio
Business Applications
1 3 (13.04%) SAP FI
Cloud Services
1 2 (8.70%) Amazon AWS
2 1 (4.35%) Amazon Kinesis
2 1 (4.35%) Amazon S3
2 1 (4.35%) AWS Elastic Beanstalk
Database & Business Intelligence
1 7 (30.43%) BusinessObjects
1 7 (30.43%) SQL Server
2 6 (26.09%) Data Warehouse
2 6 (26.09%) Relational Database
3 4 (17.39%) JasperReports
3 4 (17.39%) Power BI
3 4 (17.39%) SQL Server Integration Services
3 4 (17.39%) SQL Server Reporting Services
4 3 (13.04%) Data Mining
4 3 (13.04%) Spotfire
4 3 (13.04%) Star Schema
5 2 (8.70%) Big Data
5 2 (8.70%) Enterprise Data Warehouse
5 2 (8.70%) MySQL
5 2 (8.70%) Snowflake Schema
5 2 (8.70%) SQL Server 2014
6 1 (4.35%) Amazon Redshift
6 1 (4.35%) Apache Cassandra
6 1 (4.35%) Couchbase
6 1 (4.35%) Hazelcast
Development Applications
1 4 (17.39%) Eclipse
1 4 (17.39%) ERwin
1 4 (17.39%) Talend Open Studio
2 2 (8.70%) Visual Studio
3 1 (4.35%) Git (software)
3 1 (4.35%) git-flow
3 1 (4.35%) Hudson
3 1 (4.35%) Jenkins
3 1 (4.35%) Maven
General
1 10 (43.48%) Finance
2 6 (26.09%) Advertising
3 3 (13.04%) Banking
3 3 (13.04%) Pharmaceutical
4 2 (8.70%) Retail
4 2 (8.70%) Retail Banking
5 1 (4.35%) Financial Institution
Job Titles
1 10 (43.48%) Analyst
2 9 (39.13%) Data Analyst
3 7 (30.43%) Business Intelligence Analyst
3 7 (30.43%) Business Intelligence Data Analyst
4 6 (26.09%) Developer
5 5 (21.74%) Business Intelligence Developer
6 3 (13.04%) Data Modeller
7 2 (8.70%) Business Data Analyst
7 2 (8.70%) Data Scientist
7 2 (8.70%) SSIS Developer
7 2 (8.70%) SSRS Developer
8 1 (4.35%) Designer
8 1 (4.35%) ETL Consultant
8 1 (4.35%) ETL Designer
8 1 (4.35%) Informatica Designer
8 1 (4.35%) Lead Software Engineer
8 1 (4.35%) MySQL Consultant
8 1 (4.35%) Senior Designer
8 1 (4.35%) Senior Informatica Consultant
8 1 (4.35%) SQL Analyst
Libraries, Frameworks & Software Standards
1 4 (17.39%) .NET
2 1 (4.35%) Apache Avro
2 1 (4.35%) Apache Camel
2 1 (4.35%) Apache Thrift
2 1 (4.35%) EDI
2 1 (4.35%) JMS
2 1 (4.35%) JSON
2 1 (4.35%) Middleware
2 1 (4.35%) Protocol Buffers
2 1 (4.35%) SOAP
2 1 (4.35%) XML
2 1 (4.35%) ZeroMQ
Miscellaneous
1 6 (26.09%) Analytical Skills
2 3 (13.04%) Algorithms
2 3 (13.04%) Management Information System
3 2 (8.70%) Data Integration
3 2 (8.70%) Mathematics
3 2 (8.70%) Physics
3 2 (8.70%) Reference Data
4 1 (4.35%) Taxonomies
Processes & Methodologies
1 19 (82.61%) Business Intelligence
2 17 (73.91%) ETL
3 8 (34.78%) Analytics
4 7 (30.43%) Agile Software Development
5 4 (17.39%) Data Analysis
5 4 (17.39%) Information Management
6 3 (13.04%) Continuous Improvement
6 3 (13.04%) Data Management
6 3 (13.04%) Data Stewardship
6 3 (13.04%) Information Architecture
6 3 (13.04%) Kimball Methodology
6 3 (13.04%) Logical Data Model
6 3 (13.04%) Root Cause Analysis
6 3 (13.04%) SOA
6 3 (13.04%) Stakeholder Engagement
7 2 (8.70%) Machine Learning
7 2 (8.70%) Performance Tuning
7 2 (8.70%) Product Management
7 2 (8.70%) SDLC
7 2 (8.70%) Statistical Modelling
Programming Languages
1 14 (60.87%) SQL
2 4 (17.39%) Java
3 2 (8.70%) Python
3 2 (8.70%) T-SQL
Qualifications
1 2 (8.70%) PhD
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
2 5 (21.74%) QA
3 1 (4.35%) COBIT
System Software
1 2 (8.70%) Docker
Vendors
1 7 (30.43%) SAP
1 7 (30.43%) Tableau
2 5 (21.74%) Informatica
3 4 (17.39%) Google
3 4 (17.39%) Microsoft
3 4 (17.39%) Oracle
3 4 (17.39%) Talend
4 3 (13.04%) Vertica
5 2 (8.70%) Ab Initio
5 2 (8.70%) Cognizant
5 2 (8.70%) GoldenSource
5 2 (8.70%) Teradata
6 1 (4.35%) Netezza
6 1 (4.35%) webMethods
6 1 (4.35%) WSO2
Chester, Cheshire
Applause IT Innovation
Salary: £30000 - £35000 per annum + + Great Benefits
Posted: 4 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £45000 - £51000 per annum + + Great Benefits
Posted: 6 days ago
Knutsford
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Fantastic Benefits
Posted: 12 days ago
Cheshire
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum + benefits
Posted: 17 days ago
Knutsford, Cheshire
Cognizant
Posted: 17 days ago
Hyde, Cheshire
Premier IT
Salary: £45000 - £55000 per annum
Posted: 5 days ago