The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Liverpool region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Merseyside / Liverpool
Rank 33 52 46
Rank change year-on-year
+19 -6
Permanent jobs citing Data Modelling 16 4 10
As % of all permanent IT jobs located in Liverpool 4.09% 0.95% 2.33%
As % of the Processes & Methodologies category 4.80% 1.08% 2.60%
Number of salaries quoted 8 4 10
Median salary £45,000 £30,750 £63,000
Median salary % change year-on-year
+46.34% -51.19%
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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

Processes & Methodologies Category
Liverpool
Permanent IT job ads with a match in the
Processes & Methodologies category
333 372 384
As % of all permanent IT jobs located in Liverpool 85.17% 88.36% 89.51%
Number of salaries quoted 260 293 322
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £62,500 £70,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Liverpool

The demand trend of job ads across the Liverpool 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 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
Top 30 Related IT Skills in Liverpool

For the 6 months to 21 February 2017, 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 Liverpool region with a requirement for Data Modelling.

1 17 (47.22%) Business Intelligence
2 16 (44.44%) Data Warehouse
3 15 (41.67%) SQL
4 14 (38.89%) Oracle
5 12 (33.33%) Analytical Skills
6 11 (30.56%) SQL Server
6 11 (30.56%) ITIL
6 11 (30.56%) Unix
6 11 (30.56%) PL/SQL
6 11 (30.56%) Siebel
6 11 (30.56%) Microsoft
6 11 (30.56%) Informatica
6 11 (30.56%) Shell Script
6 11 (30.56%) Migration
6 11 (30.56%) Siebel EIM
6 11 (30.56%) SQL Server Integration Services
6 11 (30.56%) Data Migration
6 11 (30.56%) SC Cleared
6 11 (30.56%) Security Cleared
7 10 (27.78%) Data Architecture
8 8 (22.22%) Data Quality
9 6 (16.67%) SQL Server 2012
10 5 (13.89%) Data Management
10 5 (13.89%) TOGAF
10 5 (13.89%) Data Integration
10 5 (13.89%) Enterprise Architecture
10 5 (13.89%) Degree
10 5 (13.89%) Big Data
10 5 (13.89%) ITIL V3
10 5 (13.89%) Release Management

Data Modelling
Top Related IT Skills in Liverpool 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:

Business Applications
1 1 (2.78%) SAP SD
Cloud Services
1 2 (5.56%) Cloud Computing
1 2 (5.56%) Force.com
Database & Business Intelligence
1 16 (44.44%) Data Warehouse
2 11 (30.56%) Siebel EIM
2 11 (30.56%) SQL Server
2 11 (30.56%) SQL Server Integration Services
3 6 (16.67%) SQL Server 2012
4 5 (13.89%) Big Data
5 3 (8.33%) BusinessObjects Business Intelligence
5 3 (8.33%) QlikView
6 2 (5.56%) Relational Database
Development Applications
1 2 (5.56%) Oracle APEX
General
1 3 (8.33%) Banking
1 3 (8.33%) Finance
2 1 (2.78%) Manufacturing
2 1 (2.78%) Retail
Job Titles
1 11 (30.56%) Analyst
2 10 (27.78%) Architect
2 10 (27.78%) Data Architect
2 10 (27.78%) Senior Architect
2 10 (27.78%) Senior Data Architect
3 7 (19.44%) Data Analyst
4 6 (16.67%) Data Warehouse Analyst
5 2 (5.56%) Consultant
5 2 (5.56%) Salesforce Consultant
6 1 (2.78%) Applications Support
6 1 (2.78%) Applications Support Analyst
6 1 (2.78%) Banking Analyst
6 1 (2.78%) DBA
6 1 (2.78%) SAP Analyst
6 1 (2.78%) SAP Support
6 1 (2.78%) SAP Support Analyst
6 1 (2.78%) Senior Analyst
6 1 (2.78%) SQL Analyst
6 1 (2.78%) Support Analyst
6 1 (2.78%) Technical Consultant
Libraries, Frameworks & Software Standards
1 2 (5.56%) DHTML
1 2 (5.56%) HTML
1 2 (5.56%) Visualforce
Miscellaneous
1 12 (33.33%) Analytical Skills
Operating Systems
1 11 (30.56%) Unix
Processes & Methodologies
1 17 (47.22%) Business Intelligence
2 11 (30.56%) Data Migration
2 11 (30.56%) ITIL
2 11 (30.56%) Migration
3 10 (27.78%) Data Architecture
4 5 (13.89%) Data Acquisition
4 5 (13.89%) Data Governance
4 5 (13.89%) Data Integration
4 5 (13.89%) Data Management
4 5 (13.89%) Enterprise Architecture
4 5 (13.89%) ITIL V3
4 5 (13.89%) Release Management
4 5 (13.89%) Stakeholder Management
4 5 (13.89%) TOGAF
5 3 (8.33%) CRM
6 1 (2.78%) Business Analysis
6 1 (2.78%) Continuous Improvement
6 1 (2.78%) Quantitative Analysis
Programming Languages
1 15 (41.67%) SQL
2 11 (30.56%) PL/SQL
2 11 (30.56%) Shell Script
3 2 (5.56%) Apex Code
3 2 (5.56%) JavaScript
Qualifications
1 11 (30.56%) SC Cleared
1 11 (30.56%) Security Cleared
2 5 (13.89%) Degree
Quality Assurance & Compliance
1 8 (22.22%) Data Quality
Vendors
1 14 (38.89%) Oracle
2 11 (30.56%) Informatica
2 11 (30.56%) Microsoft
2 11 (30.56%) Siebel
3 5 (13.89%) SAP
4 2 (5.56%) Salesforce.com
5 1 (2.78%) Alteryx
Liverpool, Lancashire
Tata Consultancy services
Salary: Competitive + Excellent Benefits
Posted: 11 days ago