Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Bedfordshire > Luton
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 42 49 52
Rank change year-on-year +7 +3 +18
Permanent jobs citing Data Modelling 21 11 18
As % of all permanent IT jobs advertised in Luton 4.98% 2.73% 2.93%
As % of the Processes & Methodologies category 5.72% 3.04% 3.07%
Number of salaries quoted 18 4 24
Luton median annual salary £66,000 £60,000 £40,000
Median salary % change year-on-year +10.00% +50.00% -11.11%
10th Percentile £59,850 £52,500 £37,500
90th Percentile £71,250 £69,250 £42,500
Bedfordshire median annual salary £66,000 £62,500 £40,000
% change year-on-year +5.60% +56.25% -11.11%

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 367 362 587
As % of all permanent IT jobs advertised in Luton 86.97% 89.83% 95.45%
Number of salaries quoted 312 229 491
Luton median annual salary £57,500 £50,000 £53,000
Median salary % change year-on-year +15.00% -5.66% +17.78%
10th Percentile £31,250 £28,950 £32,500
90th Percentile £85,000 £72,500 £86,250
Bedfordshire median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +11.11%

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

For the 6 months to 16 October 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 21 (100.00%) Agile Software Development
2 20 (95.24%) Big Data
3 19 (90.48%) Hadoop
3 19 (90.48%) Business Intelligence
4 16 (76.19%) OLTP
4 16 (76.19%) SQL
4 16 (76.19%) Data Warehouse
4 16 (76.19%) Scrum
4 16 (76.19%) Apache Hive
4 16 (76.19%) Impala
4 16 (76.19%) Apache Spark
5 3 (14.29%) Stakeholder Management
5 3 (14.29%) Change Management
5 3 (14.29%) User Stories
5 3 (14.29%) Use Case
5 3 (14.29%) User Acceptance Testing
5 3 (14.29%) Project Planning
5 3 (14.29%) Data Engineering
5 3 (14.29%) Wireframes
5 3 (14.29%) Data Flow Diagram
5 3 (14.29%) Prototyping
6 2 (9.52%) Single Customer View
6 2 (9.52%) Master Data Management
6 2 (9.52%) Data Quality
6 2 (9.52%) Data Transformation
6 2 (9.52%) Logical Data Model
6 2 (9.52%) Validation
6 2 (9.52%) Data Management
7 1 (4.76%) Trillium
7 1 (4.76%) Informatica

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 16 (76.19%) Apache Spark
Database & Business Intelligence
1 20 (95.24%) Big Data
2 19 (90.48%) Hadoop
3 16 (76.19%) Apache Hive
3 16 (76.19%) Data Warehouse
3 16 (76.19%) Impala
3 16 (76.19%) OLTP
Job Titles
1 16 (76.19%) Architect
1 16 (76.19%) Business Intelligence Architect
1 16 (76.19%) Data Architect
2 5 (23.81%) Analyst
3 3 (14.29%) Business Analyst
3 3 (14.29%) Business Intelligence Analyst
3 3 (14.29%) Business Intelligence Business Analyst
4 2 (9.52%) Data Analyst
4 2 (9.52%) Data Quality Analyst
5 1 (4.76%) Master Data Analyst
5 1 (4.76%) Quality Analyst
5 1 (4.76%) Senior Analyst
5 1 (4.76%) Senior Data Quality Analyst
5 1 (4.76%) Senior Quality Analyst
Processes & Methodologies
1 21 (100.00%) Agile Software Development
2 19 (90.48%) Business Intelligence
3 16 (76.19%) Scrum
4 3 (14.29%) Change Management
4 3 (14.29%) Data Engineering
4 3 (14.29%) Data Flow Diagram
4 3 (14.29%) Project Planning
4 3 (14.29%) Prototyping
4 3 (14.29%) Stakeholder Management
4 3 (14.29%) Use Case
4 3 (14.29%) User Acceptance Testing
4 3 (14.29%) User Stories
4 3 (14.29%) Wireframes
5 2 (9.52%) Data Management
5 2 (9.52%) Data Transformation
5 2 (9.52%) Logical Data Model
5 2 (9.52%) Master Data Management
5 2 (9.52%) Single Customer View
5 2 (9.52%) Validation
Programming Languages
1 16 (76.19%) SQL
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
Vendors
1 1 (4.76%) DataFlux
1 1 (4.76%) Informatica
1 1 (4.76%) Talend
1 1 (4.76%) Trillium