Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Logical Data Model skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logical Data Model over the 6 months to 15 October 2018 with a comparison to the same period in the previous 2 years.

Logical Data Model
England > South East
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 508 505 567
Rank change year-on-year -3 +62 -33
Permanent jobs citing Logical Data Model 30 38 51
As % of all permanent IT jobs advertised in the South East 0.10% 0.13% 0.14%
As % of the Processes & Methodologies category 0.11% 0.15% 0.16%
Number of salaries quoted 30 38 48
South East median annual salary £62,750 £52,250 £55,000
Median salary % change year-on-year +20.10% -5.00% -
10th Percentile £42,500 £31,250 £42,000
90th Percentile £87,500 £60,000 £70,000
England median annual salary £65,000 £57,500 £60,000
% change year-on-year +13.04% -4.17% -2.83%

Logical Data Model is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,095 25,710 31,563
As % of all permanent IT jobs advertised in the South East 89.64% 89.44% 89.17%
Number of salaries quoted 21,533 21,204 26,339
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,000 £27,500
90th Percentile £71,250 £68,750 £68,750
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

Logical Data Model
Job Vacancy Trend in the South East

Job postings citing Logical Data Model as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Logical Data Model in the South East

Logical Data Model
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logical Data Model in the South East.

Salary trend for Logical Data Model in the South East

Logical Data Model
Salary Histogram in the South East

The salary distribution of IT jobs citing Logical Data Model in the South East over the 6 months to 15 October 2018.

Salary histogram for Logical Data Model in the South East

Logical Data Model
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logical Data Model within the South East region over the 6 months to 15 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +21 14 £59,750 +3.91% 5
Berkshire -4 12 £59,750 +3.91% 3
West Sussex +5 7 £85,000 +161.54% 4
Hampshire -32 4 £75,000 +100.00%
East Sussex -22 3 £49,995 -3.86% 1
Buckinghamshire - 1 £55,000 -
Middlesex - 1 £62,500 -
Oxfordshire - 1 £87,500 - 2
Surrey - 1 £62,500 - 2
Logical Data Model
England

For the 6 months to 15 October 2018, IT jobs citing Logical Data Model also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Logical Data Model.

1 30 (100.00%) Data Modelling
2 23 (76.67%) Data Warehouse
3 18 (60.00%) Physical Data Model
4 17 (56.67%) Business Intelligence
5 15 (50.00%) Data Architecture
6 14 (46.67%) Analytical Skills
6 14 (46.67%) SQL
7 13 (43.33%) Migration
7 13 (43.33%) ETL
7 13 (43.33%) Data Integration
8 11 (36.67%) SQL Server Analysis Services
8 11 (36.67%) Agile Software Development
8 11 (36.67%) SQL Server Reporting Services
9 10 (33.33%) Data Management
10 9 (30.00%) Data Migration
10 9 (30.00%) Degree
10 9 (30.00%) IT Strategy
10 9 (30.00%) Data Quality
10 9 (30.00%) Big Data
11 8 (26.67%) Data Governance
11 8 (26.67%) Stakeholder Management
11 8 (26.67%) SQL Server
12 7 (23.33%) Middleware
12 7 (23.33%) T-SQL
12 7 (23.33%) SQL Server Integration Services
12 7 (23.33%) Stakeholder Engagement
12 7 (23.33%) Waterfall
12 7 (23.33%) Taxonomies
12 7 (23.33%) Mentoring
12 7 (23.33%) User Experience

Logical Data Model
Co-occurring IT Skills in the South East 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 (3.33%) Oracle Workflow
1 1 (3.33%) SharePoint
Applications
1 5 (16.67%) Microsoft Excel
Business Applications
1 1 (3.33%) Oracle Applications
1 1 (3.33%) Oracle EBS
1 1 (3.33%) Oracle EBS R12
Cloud Services
1 3 (10.00%) SaaS
2 2 (6.67%) IaaS
2 2 (6.67%) PaaS
3 1 (3.33%) Microsoft Azure
Communications & Networking
1 1 (3.33%) SMS
Database & Business Intelligence
1 23 (76.67%) Data Warehouse
2 11 (36.67%) SQL Server Analysis Services
2 11 (36.67%) SQL Server Reporting Services
3 9 (30.00%) Big Data
4 8 (26.67%) SQL Server
5 7 (23.33%) SQL Server Integration Services
6 6 (20.00%) Microsoft Analysis Services
7 5 (16.67%) SQL Server 2008
8 4 (13.33%) Enterprise Data Warehouse
8 4 (13.33%) OLAP
8 4 (13.33%) OLTP
8 4 (13.33%) Power BI
9 2 (6.67%) SQL Server 2012
9 2 (6.67%) SQL Server 2014
10 1 (3.33%) Data Mart
10 1 (3.33%) Oracle BI Publisher
10 1 (3.33%) Oracle Database
10 1 (3.33%) Oracle Database 12c
10 1 (3.33%) Oracle Reports
Development Applications
1 4 (13.33%) ERwin
2 1 (3.33%) JIRA
2 1 (3.33%) Oracle Forms
General
1 4 (13.33%) Finance
2 1 (3.33%) Manufacturing
2 1 (3.33%) Marketing
2 1 (3.33%) Pharmaceutical
2 1 (3.33%) Publishing
Job Titles
1 15 (50.00%) Architect
2 14 (46.67%) Data Architect
3 8 (26.67%) Developer
3 8 (26.67%) Enterprise Architect
3 8 (26.67%) Enterprise Data Architect
4 7 (23.33%) Business Intelligence Developer
5 4 (13.33%) Analyst
6 3 (10.00%) Technical Analyst
7 2 (6.67%) Business Developer
7 2 (6.67%) Software Developer
7 2 (6.67%) SQL Developer
8 1 (3.33%) Business Analyst
8 1 (3.33%) Business Manager
8 1 (3.33%) Data Analyst
8 1 (3.33%) Data Modeller
8 1 (3.33%) Oracle Developer
8 1 (3.33%) PL/SQL Developer
8 1 (3.33%) Senior Manager
8 1 (3.33%) SQL Server Developer
8 1 (3.33%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 7 (23.33%) Middleware
2 1 (3.33%) Apache Flex
2 1 (3.33%) XML
Miscellaneous
1 14 (46.67%) Analytical Skills
2 7 (23.33%) Taxonomies
2 7 (23.33%) User Experience
3 6 (20.00%) Management Information System
4 1 (3.33%) Data Structures
4 1 (3.33%) Fintech
Operating Systems
1 1 (3.33%) Unix
1 1 (3.33%) Windows
Processes & Methodologies
1 30 (100.00%) Data Modelling
2 18 (60.00%) Physical Data Model
3 17 (56.67%) Business Intelligence
4 15 (50.00%) Data Architecture
5 13 (43.33%) Data Integration
5 13 (43.33%) ETL
5 13 (43.33%) Migration
6 11 (36.67%) Agile Software Development
7 10 (33.33%) Data Management
8 9 (30.00%) Data Migration
8 9 (30.00%) IT Strategy
9 8 (26.67%) Data Governance
9 8 (26.67%) Stakeholder Management
10 7 (23.33%) Mentoring
10 7 (23.33%) Stakeholder Engagement
10 7 (23.33%) Waterfall
11 6 (20.00%) Data Analysis
11 6 (20.00%) Data Security
11 6 (20.00%) Kimball Methodology
12 5 (16.67%) Dimensional Modelling
Programming Languages
1 14 (46.67%) SQL
2 7 (23.33%) T-SQL
3 1 (3.33%) PL/SQL
Qualifications
1 9 (30.00%) Degree
2 1 (3.33%) TOGAF Certification
Quality Assurance & Compliance
1 9 (30.00%) Data Quality
2 2 (6.67%) QA
3 1 (3.33%) GDPR
Vendors
1 5 (16.67%) Microsoft
2 2 (6.67%) Birst
3 1 (3.33%) Oracle