Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Northampton 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Northamptonshire > Northampton
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 74 69 92
Rank change year-on-year -5 +23 +3
Permanent jobs citing Data Modelling 13 5 8
As % of all permanent IT jobs advertised in Northampton 1.60% 0.72% 0.82%
As % of the Processes & Methodologies category 1.72% 0.77% 0.88%
Number of salaries quoted 10 2 2
Northampton median annual salary £80,000 £48,250 £68,750
Median salary % change year-on-year +65.80% -29.82% +30.95%
10th Percentile £32,425 £43,075 £58,375
90th Percentile £90,000 £54,025 £80,125
Northamptonshire median annual salary £50,000 £29,000 £50,000
% change year-on-year +72.41% -42.00% -4.76%

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 Northampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Northampton
Permanent vacancies with a requirement for process or methodology skills 754 652 906
As % of all permanent IT jobs advertised in Northampton 93.09% 94.22% 92.45%
Number of salaries quoted 527 485 561
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,000 £21,250 £25,500
90th Percentile £62,500 £62,500 £60,000
Northamptonshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Data Modelling
Job Vacancy Trend in Northampton

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

Job vacancy trend for Data Modelling in Northampton

Data Modelling
Salary Trend in Northampton

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

Salary trend for Data Modelling in Northampton

Data Modelling
Salary Histogram in Northampton

The salary distribution of IT jobs citing Data Modelling in Northampton over the 6 months to 12 December 2018.

Salary histogram for Data Modelling in Northampton

For the 6 months to 12 December 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 Northampton region with a requirement for Data Modelling.

1 9 (69.23%) SQL
2 7 (53.85%) Java
2 7 (53.85%) Python
2 7 (53.85%) Data Warehouse
2 7 (53.85%) Agile Software Development
2 7 (53.85%) Hadoop
2 7 (53.85%) NoSQL
2 7 (53.85%) Big Data
2 7 (53.85%) Apache Spark
3 6 (46.15%) Data Architecture
3 6 (46.15%) XML
4 5 (38.46%) Star Schema
4 5 (38.46%) JSON
4 5 (38.46%) Google
4 5 (38.46%) Cloudera
4 5 (38.46%) Microsoft Azure
4 5 (38.46%) Amazon AWS
4 5 (38.46%) BigQuery
4 5 (38.46%) Google Cloud Platform
4 5 (38.46%) MapR
4 5 (38.46%) Master Data Management
4 5 (38.46%) IBM Cloud
4 5 (38.46%) Monetization
5 4 (30.77%) Banking
6 3 (23.08%) Business Intelligence
6 3 (23.08%) Data Strategy
6 3 (23.08%) Analytics
7 2 (15.38%) HTML5 Canvas
7 2 (15.38%) User Experience
7 2 (15.38%) Analytical Skills

Data Modelling
Co-occurring IT Skills in Northampton 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 7 (53.85%) Apache Spark
2 2 (15.38%) Elasticsearch
3 1 (7.69%) SAS
Applications
1 1 (7.69%) Microsoft Excel
1 1 (7.69%) Microsoft Office
Cloud Services
1 5 (38.46%) Amazon AWS
1 5 (38.46%) Google Cloud Platform
1 5 (38.46%) IBM Cloud
1 5 (38.46%) Microsoft Azure
Database & Business Intelligence
1 7 (53.85%) Big Data
1 7 (53.85%) Data Warehouse
1 7 (53.85%) Hadoop
1 7 (53.85%) NoSQL
2 5 (38.46%) BigQuery
2 5 (38.46%) Star Schema
3 2 (15.38%) SQL Server Reporting Services
4 1 (7.69%) Base SAS
4 1 (7.69%) Data Lake
4 1 (7.69%) Oracle BI EE
4 1 (7.69%) Pentaho
4 1 (7.69%) SAS Enterprise Guide
4 1 (7.69%) SQL Server Analysis Services
4 1 (7.69%) SQL Server Integration Services
Development Applications
1 2 (15.38%) Eclipse
2 1 (7.69%) Git (software)
General
1 4 (30.77%) Banking
2 2 (15.38%) Finance
3 1 (7.69%) Law
3 1 (7.69%) Retail Banking
Job Titles
1 6 (46.15%) Architect
1 6 (46.15%) Data Architect
1 6 (46.15%) Developer
2 5 (38.46%) Senior Architect
2 5 (38.46%) Senior Data Architect
3 2 (15.38%) Business Intelligence Developer
4 1 (7.69%) Analyst
4 1 (7.69%) Analyst Developer
4 1 (7.69%) Applications Developer
4 1 (7.69%) Business Intelligence Analyst
4 1 (7.69%) Designer
4 1 (7.69%) SAS Developer
4 1 (7.69%) Systems Designer
4 1 (7.69%) Systems Developer
Libraries, Frameworks & Software Standards
1 6 (46.15%) XML
2 5 (38.46%) JSON
3 2 (15.38%) .NET
3 2 (15.38%) .NET Framework
3 2 (15.38%) Elastic Stack
3 2 (15.38%) HTML5 Canvas
3 2 (15.38%) NumPy
3 2 (15.38%) Pandas
4 1 (7.69%) RESTful
Miscellaneous
1 2 (15.38%) Analytical Skills
1 2 (15.38%) Enterprise Software
1 2 (15.38%) User Experience
2 1 (7.69%) Management Information System
Processes & Methodologies
1 7 (53.85%) Agile Software Development
2 6 (46.15%) Data Architecture
3 5 (38.46%) Master Data Management
3 5 (38.46%) Monetization
4 3 (23.08%) Analytics
4 3 (23.08%) Business Intelligence
4 3 (23.08%) Data Strategy
5 2 (15.38%) Dashboard Development
5 2 (15.38%) Data Analytics
5 2 (15.38%) Risk Management
5 2 (15.38%) Visualisation
6 1 (7.69%) Data Development
6 1 (7.69%) Front End Development
6 1 (7.69%) Information Exploitation
6 1 (7.69%) Logical Data Model
6 1 (7.69%) Mentoring
6 1 (7.69%) Physical Data Model
6 1 (7.69%) Presales
6 1 (7.69%) Reverse Engineering
6 1 (7.69%) Test Automation
Programming Languages
1 9 (69.23%) SQL
2 7 (53.85%) Java
2 7 (53.85%) Python
3 2 (15.38%) ABAP
3 2 (15.38%) JavaScript
3 2 (15.38%) R
3 2 (15.38%) Ruby
3 2 (15.38%) Scala
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
System Software
1 2 (15.38%) Apache Flume
Systems Management
1 2 (15.38%) Kibana
1 2 (15.38%) logstash
2 1 (7.69%) Control-M
Vendors
1 5 (38.46%) Cloudera
1 5 (38.46%) Google
1 5 (38.46%) MapR
2 2 (15.38%) MuleSoft
2 2 (15.38%) SAP
3 1 (7.69%) Informatica
3 1 (7.69%) Microsoft
3 1 (7.69%) Oracle
3 1 (7.69%) Splunk
3 1 (7.69%) Tableau