The first table below looks at the demand for Data Modelling skills in IT jobs advertised for the Liverpool region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 August 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Liverpool region.

Location
3 months to
1 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 53 61 61
Rank change year-on-year
+8 0
Permanent jobs citing Data Modelling 6 1 6
As % of all permanent IT jobs located in Liverpool 1.16% 0.20% 1.14%
As % of the Processes & Methodologies category 1.42% 0.25% 1.65%
Number of salaries quoted 6 1 6
Average salary £24,000 £85,000 £40,000
Average salary % change year-on-year
-71.76% +112.50%
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
Liverpool
Permanent IT job ads with a match in the
Processes & Methodologies category
424 395 363
As % of all permanent IT jobs located in Liverpool 82.01% 80.45% 68.88%
Number of salaries quoted 364 356 335
Average salary £40,000 £37,500 £35,805
Average salary % change year-on-year
+6.66% +4.73%
90% offered a salary of more than £28,613 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £50,000
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Data Modelling
Merseyside

Data Modelling
Jobs Demand Trend in Liverpool

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Liverpool region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Liverpool

Data Modelling
Salary Trend in Liverpool

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

Data Modelling Salary Trend in Liverpool

Data Modelling
Salary Histogram in Liverpool

This chart provides a salary histogram for IT jobs citing Data Modelling across the Liverpool region over the 3 months to 1 August 2014.

Data Modelling Salary Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 1 August 2014, IT jobs across the Liverpool region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 8 (53.33%) Project Management
2 7 (46.67%) ETL
2 7 (46.67%) Big Data
3 6 (40.00%) Hadoop
3 6 (40.00%) MapReduce
4 5 (33.33%) Apache Hive
4 5 (33.33%) Marketing
4 5 (33.33%) Apache Pig
5 4 (26.67%) Facebook
5 4 (26.67%) Twitter
5 4 (26.67%) Customer Insight
5 4 (26.67%) Relational Database
5 4 (26.67%) Digital Marketing
5 4 (26.67%) Social Media
5 4 (26.67%) Google
5 4 (26.67%) Pay per click
5 4 (26.67%) RDBMS
5 4 (26.67%) Data Warehouse
5 4 (26.67%) SEO
5 4 (26.67%) Finance
5 4 (26.67%) Advertising
6 3 (20.00%) Data Management
6 3 (20.00%) Business Analysis
7 2 (13.33%) SaaS
7 2 (13.33%) Dimensional Modelling
7 2 (13.33%) Degree
7 2 (13.33%) Systems Analysis
7 2 (13.33%) Computer Science
7 2 (13.33%) Dynamics CRM
7 2 (13.33%) SQL Server Integration Services

Data Modelling
Top Related IT Skills in Liverpool by Category

For the 6 months to 1 August 2014, IT jobs across the Liverpool region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 5 (33.33%) Apache Pig
Business Applications
1 2 (13.33%) Dynamics CRM
Cloud Services
1 2 (13.33%) SaaS
Database & Business Intelligence
1 7 (46.67%) Big Data
2 6 (40.00%) Hadoop
3 5 (33.33%) Apache Hive
4 4 (26.67%) Relational Database
4 4 (26.67%) RDBMS
4 4 (26.67%) Data Warehouse
5 2 (13.33%) SQL Server Integration Services
5 2 (13.33%) DTS
6 1 (6.67%) Data Mining
General
1 5 (33.33%) Marketing
2 4 (26.67%) Finance
2 4 (26.67%) Advertising
Job Titles
1 4 (26.67%) Marketing Executive
1 4 (26.67%) SEO Executive
2 2 (13.33%) Senior Support Engineer
2 2 (13.33%) Business Analyst
2 2 (13.33%) Analyst
2 2 (13.33%) Support Engineer
2 2 (13.33%) Data Scientist
3 1 (6.67%) Hadoop Developer
3 1 (6.67%) Software Developer
3 1 (6.67%) Architect
3 1 (6.67%) Project Manager
3 1 (6.67%) Applications Support
3 1 (6.67%) Data Architect
3 1 (6.67%) Programmer
3 1 (6.67%) Software Engineer
3 1 (6.67%) Developer
3 1 (6.67%) Applications Support Engineer
3 1 (6.67%) Engineering Manager
3 1 (6.67%) Software Programmer
3 1 (6.67%) Strategy Manager
Libraries, Frameworks & Software Standards
1 6 (40.00%) MapReduce
Miscellaneous
1 4 (26.67%) Social Media
2 2 (13.33%) Computer Science
2 2 (13.33%) Enterprise Software
3 1 (6.67%) Reference Data
Operating Systems
1 2 (13.33%) Linux
Processes & Methodologies
1 8 (53.33%) Project Management
2 7 (46.67%) ETL
3 4 (26.67%) Customer Insight
3 4 (26.67%) Digital Marketing
3 4 (26.67%) Pay per click
3 4 (26.67%) SEO
4 3 (20.00%) Data Management
4 3 (20.00%) Business Analysis
5 2 (13.33%) Dimensional Modelling
5 2 (13.33%) Systems Analysis
5 2 (13.33%) CRM
5 2 (13.33%) ERP
5 2 (13.33%) Business Intelligence
5 2 (13.33%) Data Analytics
5 2 (13.33%) Business Transformation
5 2 (13.33%) Analytics
6 1 (6.67%) Master Data Management
6 1 (6.67%) Migration
6 1 (6.67%) Stakeholder Management
6 1 (6.67%) Workflow
Programming Languages
1 2 (13.33%) SQL
2 1 (6.67%) Python
2 1 (6.67%) C
2 1 (6.67%) C++
2 1 (6.67%) Java
Qualifications
1 2 (13.33%) Degree
2 1 (6.67%) ISEB
Vendors
1 4 (26.67%) Facebook
1 4 (26.67%) Twitter
1 4 (26.67%) Google
2 2 (13.33%) Salesforce.com
2 2 (13.33%) Microsoft
2 2 (13.33%) ServiceNow