Period
to 15 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Kent 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 15 February 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Kent
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 80 91 94
Rank change year-on-year +11 +3 +40
Permanent jobs citing Data Modelling 5 17 31
As % of all permanent IT jobs advertised in Kent 0.57% 1.33% 1.93%
As % of the Processes & Methodologies category 0.62% 1.47% 2.11%
Number of salaries quoted 4 14 22
Kent median annual salary £39,000 £77,500 £43,750
Median salary % change year-on-year -49.68% +77.14% -2.78%
10th Percentile £20,450 £42,875 £21,250
90th Percentile £59,250 £87,500 £57,350
South East median annual salary £58,000 £52,500 £53,000
% change year-on-year +10.48% -0.94% +6.00%

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 Kent with a requirement for process or methodology skills.

All Process and Methodology Skills
Kent
Permanent vacancies with a requirement for process or methodology skills 802 1,154 1,469
As % of all permanent IT jobs advertised in Kent 91.55% 90.30% 91.64%
Number of salaries quoted 676 988 1,206
Kent median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £26,125 £24,000 £26,250
90th Percentile £61,250 £60,000 £61,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Modelling
Job Vacancy Trend in Kent

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

Job vacancy trend for Data Modelling in Kent

Data Modelling
Salary Trend in Kent

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

Salary trend for Data Modelling in Kent

Data Modelling
Salary Histogram in Kent

The salary distribution of IT jobs citing Data Modelling in Kent over the 6 months to 15 February 2019.

Salary histogram for Data Modelling in Kent

Data Modelling
Job Locations in Kent

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Kent region over the 6 months to 15 February 2019. 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
Maidstone -3 1 £20,000 -55.56% 1
Data Modelling
South East

For the 6 months to 15 February 2019, 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 Kent region with a requirement for Data Modelling.

1 3 (60.00%) Business Intelligence
2 2 (40.00%) SQL
2 2 (40.00%) Data Warehouse
2 2 (40.00%) ETL
2 2 (40.00%) Finance
2 2 (40.00%) Visualisation
2 2 (40.00%) Big Data
2 2 (40.00%) Power BI
3 1 (20.00%) Amazon QuickSight
3 1 (20.00%) GDPR
3 1 (20.00%) Computer Science Degree
3 1 (20.00%) PostGIS
3 1 (20.00%) Kimball Methodology
3 1 (20.00%) Apache Pig
3 1 (20.00%) Amazon RDS
3 1 (20.00%) Enterprise Software
3 1 (20.00%) Relational Database
3 1 (20.00%) ASP.NET Web Forms
3 1 (20.00%) MQTT
3 1 (20.00%) Pandas
3 1 (20.00%) Apache Spark
3 1 (20.00%) scikit-learn
3 1 (20.00%) Qlik Sense
3 1 (20.00%) TensorFlow
3 1 (20.00%) Amazon AWS
3 1 (20.00%) SciPy
3 1 (20.00%) NumPy
3 1 (20.00%) Data Visualisation
3 1 (20.00%) REST
3 1 (20.00%) Tableau

Data Modelling
Co-occurring IT Skills in Kent 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 (20.00%) Apache Pig
1 1 (20.00%) Apache Spark
Cloud Services
1 1 (20.00%) Amazon AWS
Communications & Networking
1 1 (20.00%) MQTT
Database & Business Intelligence
1 2 (40.00%) Big Data
1 2 (40.00%) Data Warehouse
1 2 (40.00%) Power BI
2 1 (20.00%) Amazon QuickSight
2 1 (20.00%) Amazon RDS
2 1 (20.00%) Hadoop
2 1 (20.00%) PostgreSQL
2 1 (20.00%) Qlik Sense
2 1 (20.00%) QlikView
2 1 (20.00%) Relational Database
2 1 (20.00%) SQL Server
2 1 (20.00%) SQL Server Integration Services
General
1 2 (40.00%) Finance
2 1 (20.00%) Advertising
2 1 (20.00%) Law
2 1 (20.00%) Military
2 1 (20.00%) Publishing
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Graduate
2 2 (40.00%) Graduate Developer
3 1 (20.00%) Analyst
3 1 (20.00%) Analyst Developer
3 1 (20.00%) Architect
3 1 (20.00%) Big Data Engineer
3 1 (20.00%) Business Intelligence Analyst
3 1 (20.00%) Business Intelligence Developer
3 1 (20.00%) Data Architect
3 1 (20.00%) Data Engineer
3 1 (20.00%) Developer Analyst
3 1 (20.00%) Graduate Software Developer
3 1 (20.00%) Python Engineer
3 1 (20.00%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) ASP.NET Web Forms
1 1 (20.00%) NumPy
1 1 (20.00%) Pandas
1 1 (20.00%) PostGIS
1 1 (20.00%) REST
1 1 (20.00%) scikit-learn
1 1 (20.00%) SciPy
1 1 (20.00%) TensorFlow
Miscellaneous
1 1 (20.00%) Enterprise Software
Processes & Methodologies
1 3 (60.00%) Business Intelligence
2 2 (40.00%) ETL
2 2 (40.00%) Visualisation
3 1 (20.00%) Artificial Intelligence
3 1 (20.00%) Computer Science
3 1 (20.00%) Data Visualisation
3 1 (20.00%) Dimensional Modelling
3 1 (20.00%) Kimball Methodology
3 1 (20.00%) Machine Learning
3 1 (20.00%) MVC
3 1 (20.00%) Project Management
3 1 (20.00%) Requirements Analysis
3 1 (20.00%) TDD
3 1 (20.00%) Unit Testing
Programming Languages
1 2 (40.00%) SQL
2 1 (20.00%) C#
2 1 (20.00%) Java
2 1 (20.00%) Python
2 1 (20.00%) Scala
Qualifications
1 1 (20.00%) Computer Science Degree
1 1 (20.00%) Degree
Quality Assurance & Compliance
1 1 (20.00%) GDPR
System Software
1 1 (20.00%) Apache ZooKeeper
Vendors
1 1 (20.00%) Microsoft
1 1 (20.00%) Oracle
1 1 (20.00%) Tableau