Period
to 24 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Luton with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 24 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Bedfordshire > Luton
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 38 67 44
Rank change year-on-year +29 -23 +19
Permanent jobs citing Data Modelling 8 9 12
As % of all permanent IT jobs advertised in Luton 2.58% 1.35% 2.63%
As % of the Processes & Methodologies category 2.97% 1.43% 2.95%
Number of salaries quoted 8 24 12
Luton median annual salary £70,000 £40,000 £72,500
Median salary % change year-on-year +75.00% -44.83% +28.89%
10th Percentile £49,000 £37,500 £52,200
90th Percentile £80,000 £42,500 £75,775
Bedfordshire median annual salary £70,000 £40,000 £53,250
% change year-on-year +75.00% -24.88% +18.33%

Data Modelling 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 Luton with a requirement for process or methodology skills.

All Process and Methodology Skills
Luton
Permanent vacancies with a requirement for process or methodology skills 269 630 407
As % of all permanent IT jobs advertised in Luton 86.77% 94.45% 89.06%
Number of salaries quoted 241 543 354
Luton median annual salary £52,500 £52,500 £47,500
Median salary % change year-on-year - +10.53% +5.56%
10th Percentile £32,000 £32,500 £32,500
90th Percentile £75,000 £82,500 £74,625
Bedfordshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Modelling
Job Vacancy Trend in Luton

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Luton.

Job vacancy trend for Data Modelling in Luton

Data Modelling
Salary Trend in Luton

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

Salary trend for Data Modelling in Luton

Data Modelling
Salary Histogram in Luton

The salary distribution of IT jobs citing Data Modelling in Luton over the 6 months to 24 January 2018.

Salary histogram for Data Modelling in Luton

For the 6 months to 24 January 2018, IT jobs citing Data Modelling 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 Luton region with a requirement for Data Modelling.

1 6 (75.00%) Oracle
1 6 (75.00%) JBoss
1 6 (75.00%) Data Warehouse
1 6 (75.00%) Java
1 6 (75.00%) RDBMS
1 6 (75.00%) Snowflake Schema
1 6 (75.00%) Retail
1 6 (75.00%) TOGAF
1 6 (75.00%) Spring
1 6 (75.00%) Java EE
1 6 (75.00%) Visualisation
1 6 (75.00%) Oracle Exadata
1 6 (75.00%) Data Visualisation
1 6 (75.00%) Event-Driven Architecture
1 6 (75.00%) Relational Database
1 6 (75.00%) Analytical Skills
1 6 (75.00%) WildFly
1 6 (75.00%) Enterprise Data Warehouse
1 6 (75.00%) SDLC
1 6 (75.00%) Translating Business Requirements
2 5 (62.50%) Management Information System
3 3 (37.50%) Oracle SOA Suite
3 3 (37.50%) Stakeholder Management
3 3 (37.50%) SOA
4 2 (25.00%) Business Intelligence
5 1 (12.50%) Project Management
5 1 (12.50%) SQL
5 1 (12.50%) E-Commerce
5 1 (12.50%) Kimball Methodology
5 1 (12.50%) Analytics

Data Modelling
Co-occurring IT Skills in Luton 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 6 (75.00%) JBoss
1 6 (75.00%) WildFly
2 3 (37.50%) Oracle SOA Suite
Database & Business Intelligence
1 6 (75.00%) Data Warehouse
1 6 (75.00%) Enterprise Data Warehouse
1 6 (75.00%) Oracle Exadata
1 6 (75.00%) RDBMS
1 6 (75.00%) Relational Database
1 6 (75.00%) Snowflake Schema
2 1 (12.50%) Data Mart
2 1 (12.50%) QlikView
General
1 6 (75.00%) Retail
Job Titles
1 6 (75.00%) Architect
2 4 (50.00%) Product Architect
3 2 (25.00%) Analyst
4 1 (12.50%) Business Intelligence Analyst
4 1 (12.50%) Data Analyst
4 1 (12.50%) Data Modeller
4 1 (12.50%) QlikView Analyst
Libraries, Frameworks & Software Standards
1 6 (75.00%) Java EE
1 6 (75.00%) Spring
Miscellaneous
1 6 (75.00%) Analytical Skills
2 5 (62.50%) Management Information System
Processes & Methodologies
1 6 (75.00%) Data Visualisation
1 6 (75.00%) Event-Driven Architecture
1 6 (75.00%) SDLC
1 6 (75.00%) TOGAF
1 6 (75.00%) Translating Business Requirements
1 6 (75.00%) Visualisation
2 3 (37.50%) SOA
2 3 (37.50%) Stakeholder Management
3 2 (25.00%) Business Intelligence
4 1 (12.50%) Analytics
4 1 (12.50%) Business Analysis
4 1 (12.50%) Data Architecture
4 1 (12.50%) E-Commerce
4 1 (12.50%) Inmon Methodology
4 1 (12.50%) Kimball Methodology
4 1 (12.50%) Logical Data Model
4 1 (12.50%) Physical Data Model
4 1 (12.50%) Project Management
4 1 (12.50%) Prototyping
4 1 (12.50%) Reverse Engineering
Programming Languages
1 6 (75.00%) Java
2 1 (12.50%) SQL
Vendors
1 6 (75.00%) Oracle
2 1 (12.50%) Tableau