Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Logical Data Model
England > South East
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 477 495 545
Rank change year-on-year +18 +50 +9
Permanent jobs citing Logical Data Model 41 49 42
As % of all permanent IT jobs advertised in the South East 0.15% 0.16% 0.12%
As % of the Processes & Methodologies category 0.16% 0.17% 0.14%
Number of salaries quoted 40 48 40
South East median annual salary £78,750 £52,500 £55,000
Median salary % change year-on-year +50.00% -4.55% -
10th Percentile £42,500 £36,250 £42,500
90th Percentile £87,500 £60,000 £73,750
England median annual salary £73,750 £60,000 £62,500
% change year-on-year +22.92% -4.00% +4.17%

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 25,502 28,099 30,060
As % of all permanent IT jobs advertised in the South East 91.06% 89.94% 89.46%
Number of salaries quoted 20,844 23,143 24,944
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,000 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 18 December 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 18 December 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 +5 19 £63,000 +9.57% 1
West Sussex -1 15 £85,000 +47.83% 1
Berkshire -2 12 £59,750 +3.91%
Oxfordshire - 6 £85,000 - 1
East Sussex -18 4 £49,998 -1.97%
Hampshire +5 2 £75,000 +87.50% 1
Buckinghamshire - 1 £55,000 -
Surrey - 1 £62,500 -
Logical Data Model
England

For the 6 months to 18 December 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 41 (100.00%) Data Modelling
2 28 (68.29%) Physical Data Model
3 27 (65.85%) Data Warehouse
4 24 (58.54%) ETL
5 23 (56.10%) Data Architecture
6 22 (53.66%) Analytical Skills
7 21 (51.22%) Data Integration
7 21 (51.22%) Migration
7 21 (51.22%) Degree
8 19 (46.34%) Agile Software Development
8 19 (46.34%) IT Strategy
9 18 (43.90%) Thought Leadership
10 17 (41.46%) Big Data
10 17 (41.46%) Data Migration
10 17 (41.46%) Stakeholder Management
10 17 (41.46%) SQL
11 16 (39.02%) Business Intelligence
11 16 (39.02%) Data Management
12 15 (36.59%) Stakeholder Engagement
12 15 (36.59%) Waterfall
12 15 (36.59%) Mentoring
12 15 (36.59%) User Experience
12 15 (36.59%) Taxonomies
12 15 (36.59%) Middleware
13 10 (24.39%) Analytics
13 10 (24.39%) Data Governance
14 8 (19.51%) Data Quality
14 8 (19.51%) SQL Server Analysis Services
14 8 (19.51%) SQL Server Reporting Services
15 7 (17.07%) Information Management

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 3 (7.32%) Confluence
2 1 (2.44%) SharePoint
Applications
1 5 (12.20%) Microsoft Excel
Cloud Services
1 3 (7.32%) SaaS
2 2 (4.88%) IaaS
2 2 (4.88%) PaaS
3 1 (2.44%) Microsoft Azure
Database & Business Intelligence
1 27 (65.85%) Data Warehouse
2 17 (41.46%) Big Data
3 8 (19.51%) SQL Server Analysis Services
3 8 (19.51%) SQL Server Reporting Services
4 7 (17.07%) SQL Server
5 5 (12.20%) Microsoft Analysis Services
5 5 (12.20%) SQL Server 2008
5 5 (12.20%) SQL Server Integration Services
6 3 (7.32%) Enterprise Data Warehouse
6 3 (7.32%) OLAP
6 3 (7.32%) OLTP
6 3 (7.32%) Power BI
7 2 (4.88%) DB2
7 2 (4.88%) RDBMS
7 2 (4.88%) Relational Database
8 1 (2.44%) Pentaho
8 1 (2.44%) QlikView
8 1 (2.44%) SAP BW
Development Applications
1 4 (9.76%) JIRA
2 3 (7.32%) ERwin
General
1 3 (7.32%) Finance
1 3 (7.32%) Publishing
Job Titles
1 26 (63.41%) Architect
1 26 (63.41%) Data Architect
2 16 (39.02%) Enterprise Architect
2 16 (39.02%) Enterprise Data Architect
3 5 (12.20%) Business Intelligence Developer
3 5 (12.20%) Developer
4 4 (9.76%) Analyst
5 3 (7.32%) Technical Analyst
6 2 (4.88%) Administrator
6 2 (4.88%) DBA
7 1 (2.44%) Business Analyst
7 1 (2.44%) Customer Analyst
7 1 (2.44%) Data Analyst
7 1 (2.44%) Data Modeller
7 1 (2.44%) Senior Data Modeller
7 1 (2.44%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 15 (36.59%) Middleware
Miscellaneous
1 22 (53.66%) Analytical Skills
2 15 (36.59%) Taxonomies
2 15 (36.59%) User Experience
3 6 (14.63%) Management Information System
4 3 (7.32%) Data Structures
5 1 (2.44%) Fintech
Operating Systems
1 1 (2.44%) Windows
Processes & Methodologies
1 41 (100.00%) Data Modelling
2 28 (68.29%) Physical Data Model
3 24 (58.54%) ETL
4 23 (56.10%) Data Architecture
5 21 (51.22%) Data Integration
5 21 (51.22%) Migration
6 19 (46.34%) Agile Software Development
6 19 (46.34%) IT Strategy
7 18 (43.90%) Thought Leadership
8 17 (41.46%) Data Migration
8 17 (41.46%) Stakeholder Management
9 16 (39.02%) Business Intelligence
9 16 (39.02%) Data Management
10 15 (36.59%) Mentoring
10 15 (36.59%) Stakeholder Engagement
10 15 (36.59%) Waterfall
11 10 (24.39%) Analytics
11 10 (24.39%) Data Governance
12 7 (17.07%) Information Management
12 7 (17.07%) Visualisation
Programming Languages
1 17 (41.46%) SQL
2 5 (12.20%) T-SQL
3 2 (4.88%) PL/SQL
Qualifications
1 21 (51.22%) Degree
Quality Assurance & Compliance
1 8 (19.51%) Data Quality
2 2 (4.88%) QA
Vendors
1 4 (9.76%) Microsoft
1 4 (9.76%) Tableau
2 3 (7.32%) Oracle
3 2 (4.88%) Birst
4 1 (2.44%) SAP