Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Bedfordshire > Luton
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 48 59 63
Rank change year-on-year +11 +4 +15
Permanent jobs citing Data Modelling 11 14 6
As % of all permanent IT jobs advertised in Luton 2.78% 1.98% 0.97%
As % of the Processes & Methodologies category 3.20% 2.10% 1.05%
Number of salaries quoted 6 24 6
Luton median annual salary £70,000 £40,000 £72,500
Median salary % change year-on-year +75.00% -44.83% +11.54%
10th Percentile £57,500 £37,500 £47,250
90th Percentile £80,000 £42,500 £74,875
Bedfordshire median annual salary £65,000 £40,000 £51,250
% change year-on-year +62.50% -21.95% +13.89%

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 344 666 574
As % of all permanent IT jobs advertised in Luton 86.87% 94.20% 92.88%
Number of salaries quoted 238 560 497
Luton median annual salary £50,000 £52,500 £45,000
Median salary % change year-on-year -4.76% +16.67% -
10th Percentile £29,750 £32,500 £27,500
90th Percentile £72,500 £86,000 £75,000
Bedfordshire median annual salary £49,000 £50,000 £47,500
% change year-on-year -2.00% +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 20 November 2017.

Salary histogram for Data Modelling in Luton

For the 6 months to 20 November 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 Luton region with a requirement for Data Modelling.

1 11 (100.00%) Retail
2 10 (90.91%) Analytical Skills
3 6 (54.55%) TOGAF
4 5 (45.45%) Java
4 5 (45.45%) SQL
4 5 (45.45%) Oracle
4 5 (45.45%) JBoss
4 5 (45.45%) Data Warehouse
4 5 (45.45%) Business Intelligence
4 5 (45.45%) RDBMS
4 5 (45.45%) Snowflake Schema
4 5 (45.45%) Foreign Exchange (FX)
4 5 (45.45%) Spring
4 5 (45.45%) Java EE
4 5 (45.45%) User Acceptance Testing
4 5 (45.45%) Integration Testing
4 5 (45.45%) Visualisation
4 5 (45.45%) WildFly
4 5 (45.45%) Enterprise Data Warehouse
4 5 (45.45%) System Integration Testing
4 5 (45.45%) SDLC
4 5 (45.45%) Translating Business Requirements
4 5 (45.45%) Oracle Exadata
4 5 (45.45%) Data Visualisation
4 5 (45.45%) Event-Driven Architecture
4 5 (45.45%) Analytics
4 5 (45.45%) Customer Analytics
4 5 (45.45%) Relational Database
5 4 (36.36%) Management Information System
6 3 (27.27%) Stakeholder Management

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 5 (45.45%) JBoss
1 5 (45.45%) WildFly
2 3 (27.27%) Oracle SOA Suite
Database & Business Intelligence
1 5 (45.45%) Data Warehouse
1 5 (45.45%) Enterprise Data Warehouse
1 5 (45.45%) Oracle Exadata
1 5 (45.45%) RDBMS
1 5 (45.45%) Relational Database
1 5 (45.45%) Snowflake Schema
General
1 11 (100.00%) Retail
Job Titles
1 6 (54.55%) Architect
2 5 (45.45%) Analyst
2 5 (45.45%) Business Intelligence Analyst
2 5 (45.45%) Senior Analyst
2 5 (45.45%) Senior Business Intelligence Analyst
2 5 (45.45%) SQL Analyst
3 4 (36.36%) Product Architect
3 4 (36.36%) Senior Systems Analyst
3 4 (36.36%) Senior UAT Analyst
3 4 (36.36%) Systems Analyst
3 4 (36.36%) Testing Analyst
3 4 (36.36%) UAT Analyst
4 1 (9.09%) Business Analyst
4 1 (9.09%) Business Intelligence Manager
4 1 (9.09%) Business Manager
4 1 (9.09%) Data Manager
4 1 (9.09%) Senior Business Analyst
4 1 (9.09%) Senior Business Manager
4 1 (9.09%) Senior Manager
4 1 (9.09%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (45.45%) Java EE
1 5 (45.45%) Spring
Miscellaneous
1 10 (90.91%) Analytical Skills
2 5 (45.45%) Foreign Exchange (FX)
3 4 (36.36%) Management Information System
Processes & Methodologies
1 6 (54.55%) TOGAF
2 5 (45.45%) Analytics
2 5 (45.45%) Business Intelligence
2 5 (45.45%) Customer Analytics
2 5 (45.45%) Data Visualisation
2 5 (45.45%) Event-Driven Architecture
2 5 (45.45%) Integration Testing
2 5 (45.45%) SDLC
2 5 (45.45%) System Integration Testing
2 5 (45.45%) Translating Business Requirements
2 5 (45.45%) User Acceptance Testing
2 5 (45.45%) Visualisation
3 3 (27.27%) SOA
3 3 (27.27%) Stakeholder Management
4 1 (9.09%) B2C
Programming Languages
1 5 (45.45%) Java
1 5 (45.45%) SQL
Vendors
1 5 (45.45%) Oracle