Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
East Midlands > Northamptonshire
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 84 79 82
Rank change year-on-year -5 +3 +4
Permanent jobs citing Data Modelling 11 30 42
As % of all permanent IT jobs advertised in Northamptonshire 0.98% 2.26% 2.48%
As % of the Processes & Methodologies category 1.12% 2.50% 2.76%
Number of salaries quoted 7 16 38
Northamptonshire median annual salary £43,500 £50,000 £51,250
Median salary % change year-on-year -13.00% -2.44% +13.89%
10th Percentile £32,500 £44,000 £37,850
90th Percentile £85,000 £81,875 £65,525
East Midlands median annual salary £42,500 £50,000 £52,500
% change year-on-year -15.00% -4.76% +16.67%

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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Permanent vacancies with a requirement for process or methodology skills 980 1,202 1,522
As % of all permanent IT jobs advertised in Northamptonshire 87.34% 90.58% 89.90%
Number of salaries quoted 808 884 1,211
Northamptonshire median annual salary £42,000 £42,500 £40,000
Median salary % change year-on-year -1.18% +6.25% -
10th Percentile £24,500 £22,500 £23,000
90th Percentile £62,500 £58,750 £55,000
East Midlands median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% -

Data Modelling
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Modelling in Northamptonshire

Data Modelling
Salary Trend in Northamptonshire

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

Salary trend for Data Modelling in Northamptonshire

Data Modelling
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Data Modelling in Northamptonshire over the 6 months to 19 February 2018.

Salary histogram for Data Modelling in Northamptonshire

Data Modelling
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Northamptonshire region over the 6 months to 19 February 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
Northampton +3 6 £35,000 -34.88%
Brackley - 1 £65,000 -
Data Modelling
East Midlands

For the 6 months to 19 February 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 Northamptonshire region with a requirement for Data Modelling.

1 7 (63.64%) SQL
2 6 (54.55%) SQL Server
2 6 (54.55%) Data Warehouse
2 6 (54.55%) Business Intelligence
3 5 (45.45%) Microsoft
3 5 (45.45%) SQL Server Reporting Services
3 5 (45.45%) SQL Server Integration Services
3 5 (45.45%) SQL Server Analysis Services
4 4 (36.36%) Data Architecture
4 4 (36.36%) Relational Database
4 4 (36.36%) Stakeholder Management
5 3 (27.27%) Windows
5 3 (27.27%) Analytical Skills
5 3 (27.27%) Data Governance
5 3 (27.27%) Data Quality
5 3 (27.27%) Project Management
5 3 (27.27%) Data Protection
5 3 (27.27%) Data Integration
5 3 (27.27%) Power BI
5 3 (27.27%) Data Management
6 2 (18.18%) Data Lineage
6 2 (18.18%) Enterprise Architecture
6 2 (18.18%) .NET
6 2 (18.18%) ETL
6 2 (18.18%) Java
6 2 (18.18%) Agile Software Development
7 1 (9.09%) TDD
7 1 (9.09%) Banking
7 1 (9.09%) Retail
7 1 (9.09%) Perforce

Data Modelling
Co-occurring IT Skills in Northamptonshire 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 (9.09%) Apache Spark
1 1 (9.09%) SAS
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Bluemix
1 1 (9.09%) Google Cloud Platform
1 1 (9.09%) IBM Cloud
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
1 6 (54.55%) SQL Server
2 5 (45.45%) SQL Server Analysis Services
2 5 (45.45%) SQL Server Integration Services
2 5 (45.45%) SQL Server Reporting Services
3 4 (36.36%) Relational Database
4 3 (27.27%) Power BI
5 1 (9.09%) Big Data
5 1 (9.09%) BigQuery
5 1 (9.09%) Blockchain
5 1 (9.09%) BusinessObjects
5 1 (9.09%) BusinessObjects Business Intelligence
5 1 (9.09%) Hadoop
5 1 (9.09%) NoSQL
5 1 (9.09%) Pentaho
5 1 (9.09%) RDBMS
5 1 (9.09%) SAP BW
5 1 (9.09%) SAP HANA
5 1 (9.09%) SQL Server 2016
5 1 (9.09%) Star Schema
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) JUnit
General
1 1 (9.09%) Banking
1 1 (9.09%) Finance
1 1 (9.09%) Retail
Job Titles
1 6 (54.55%) Developer
2 3 (27.27%) Architect
2 3 (27.27%) Data Architect
3 2 (18.18%) Business Intelligence Developer
4 1 (9.09%) Data Warehouse Developer
4 1 (9.09%) Head of Architecture
4 1 (9.09%) Head of Data Architecture
4 1 (9.09%) Junior
4 1 (9.09%) Junior Developer
4 1 (9.09%) Junior SQL Developer
4 1 (9.09%) SAP BW Developer
4 1 (9.09%) SAP Developer
4 1 (9.09%) Senior Developer
4 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (18.18%) .NET
2 1 (9.09%) Hibernate
2 1 (9.09%) Java EE
2 1 (9.09%) JPA
2 1 (9.09%) JSON
2 1 (9.09%) REST
2 1 (9.09%) SOAP
2 1 (9.09%) Spring
2 1 (9.09%) Spring Boot
2 1 (9.09%) Web Services
2 1 (9.09%) XML
Miscellaneous
1 3 (27.27%) Analytical Skills
Operating Systems
1 3 (27.27%) Windows
Processes & Methodologies
1 6 (54.55%) Business Intelligence
2 4 (36.36%) Data Architecture
2 4 (36.36%) Stakeholder Management
3 3 (27.27%) Data Governance
3 3 (27.27%) Data Integration
3 3 (27.27%) Data Management
3 3 (27.27%) Data Protection
3 3 (27.27%) Project Management
4 2 (18.18%) Agile Software Development
4 2 (18.18%) Data Lineage
4 2 (18.18%) Enterprise Architecture
4 2 (18.18%) ETL
5 1 (9.09%) Continuous Improvement
5 1 (9.09%) Data Engineering
5 1 (9.09%) Data Strategy
5 1 (9.09%) Monetization
5 1 (9.09%) OO
5 1 (9.09%) Open Source
5 1 (9.09%) TDD
5 1 (9.09%) Unit Testing
Programming Languages
1 7 (63.64%) SQL
2 2 (18.18%) Java
3 1 (9.09%) ABAP
3 1 (9.09%) C#
3 1 (9.09%) Data Analysis Expressions (DAX)
3 1 (9.09%) PowerShell
3 1 (9.09%) Python
3 1 (9.09%) R
3 1 (9.09%) T-SQL
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
Vendors
1 5 (45.45%) Microsoft
2 1 (9.09%) Capita
2 1 (9.09%) Cloudera
2 1 (9.09%) Google
2 1 (9.09%) Informatica
2 1 (9.09%) MapR
2 1 (9.09%) Oracle
2 1 (9.09%) Perforce
2 1 (9.09%) SAP
2 1 (9.09%) Tableau
2 1 (9.09%) Talend