Period
to 23 April 2019

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 23 April 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
Northamptonshire > Northampton
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 50 65 66
Rank change year-on-year +15 +1 +19
Permanent jobs citing Data Modelling 19 16 23
As % of all permanent IT jobs advertised in Northampton 2.84% 1.95% 2.69%
As % of the Processes & Methodologies category 3.15% 2.09% 2.92%
Number of salaries quoted 8 12 16
Northampton median annual salary £48,867 £55,000 £45,000
Median salary % change year-on-year -11.15% +22.22% -14.29%
10th Percentile £44,750 £32,500 £44,500
90th Percentile £78,475 £102,375 £81,875
Northamptonshire median annual salary £50,000 £55,000 £45,000
% change year-on-year -9.09% +22.22% -14.29%

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 604 767 789
As % of all permanent IT jobs advertised in Northampton 90.15% 93.65% 92.17%
Number of salaries quoted 364 618 618
Northampton median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £26,000
90th Percentile £72,500 £62,500 £57,500
Northamptonshire median annual salary £43,500 £42,777 £42,500
% change year-on-year +1.69% +0.65% +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 23 April 2019.

Salary histogram for Data Modelling in Northampton

For the 6 months to 23 April 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 Northampton region with a requirement for Data Modelling.

1 12 (63.16%) Finance
2 11 (57.89%) Banking
3 9 (47.37%) SQL
4 8 (42.11%) Hadoop
5 7 (36.84%) Relational Database
5 7 (36.84%) Business Intelligence
6 6 (31.58%) ETL
6 6 (31.58%) Agile Software Development
7 5 (26.32%) Investment Banking
7 5 (26.32%) Business Analysis
7 5 (26.32%) RDBMS
7 5 (26.32%) Analytical Skills
7 5 (26.32%) Data Transformation
7 5 (26.32%) Data Architecture
7 5 (26.32%) NoSQL
7 5 (26.32%) Data Quality
8 4 (21.05%) Risk Management
8 4 (21.05%) Informatica
8 4 (21.05%) Data Warehouse
8 4 (21.05%) Data Strategy
9 3 (15.79%) Postgraduate
9 3 (15.79%) Python
9 3 (15.79%) Java
9 3 (15.79%) JavaScript
9 3 (15.79%) Ruby
9 3 (15.79%) Wealth Management
9 3 (15.79%) Ab Initio
9 3 (15.79%) Information Security
9 3 (15.79%) Information Assurance
9 3 (15.79%) Degree

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 3 (15.79%) Apache Spark
2 2 (10.53%) Elasticsearch
Applications
1 1 (5.26%) Microsoft Excel
1 1 (5.26%) Microsoft PowerPoint
1 1 (5.26%) MS Visio
Cloud Services
1 1 (5.26%) Amazon AWS
1 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) Kerberos
Database & Business Intelligence
1 8 (42.11%) Hadoop
2 7 (36.84%) Relational Database
3 5 (26.32%) NoSQL
3 5 (26.32%) RDBMS
4 4 (21.05%) Data Warehouse
5 2 (10.53%) MariaDB
5 2 (10.53%) PostgreSQL
5 2 (10.53%) SQL Server Reporting Services
6 1 (5.26%) Big Data
6 1 (5.26%) Data Lake
6 1 (5.26%) Oracle BI EE
6 1 (5.26%) Pentaho
6 1 (5.26%) SQL Server
Development Applications
1 2 (10.53%) Eclipse
1 2 (10.53%) ERwin
1 2 (10.53%) Git (software)
1 2 (10.53%) Rational Rose
2 1 (5.26%) Jenkins
2 1 (5.26%) Sonatype Nexus
General
1 12 (63.16%) Finance
2 11 (57.89%) Banking
3 5 (26.32%) Investment Banking
4 2 (10.53%) Financial Institution
4 2 (10.53%) Front Office
4 2 (10.53%) Retail
4 2 (10.53%) Retail Banking
Job Titles
1 5 (26.32%) Analyst
1 5 (26.32%) Architect
1 5 (26.32%) Data Architect
2 4 (21.05%) Business Analyst
2 4 (21.05%) Designer
2 4 (21.05%) Developer
3 3 (15.79%) Database Designer
3 3 (15.79%) ETL Designer
3 3 (15.79%) Solutions Designer
4 2 (10.53%) Digital Analyst
4 2 (10.53%) Digital Business Analyst
4 2 (10.53%) Head of Engineering
5 1 (5.26%) Applications Developer
5 1 (5.26%) Business Data Analyst
5 1 (5.26%) Business Intelligence Developer
5 1 (5.26%) Data Analyst
5 1 (5.26%) Senior Analyst
5 1 (5.26%) Senior Data Analyst
5 1 (5.26%) Systems Designer
5 1 (5.26%) Systems Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) Elastic Stack
1 3 (15.79%) Kafka
1 3 (15.79%) NumPy
1 3 (15.79%) Pandas
2 2 (10.53%) .NET
2 2 (10.53%) .NET Framework
2 2 (10.53%) Web Services
3 1 (5.26%) HTML5 Canvas
3 1 (5.26%) Node.js
3 1 (5.26%) RESTful
3 1 (5.26%) XML
Miscellaneous
1 5 (26.32%) Analytical Skills
2 3 (15.79%) Data Structures
3 2 (10.53%) Chip and PIN
3 2 (10.53%) Contactless
3 2 (10.53%) Credit Risk
3 2 (10.53%) Enterprise Software
3 2 (10.53%) Mobile Payment
3 2 (10.53%) Self-Motivation
4 1 (5.26%) Data Protection Act
4 1 (5.26%) Public Cloud
4 1 (5.26%) User Experience
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Unix
Processes & Methodologies
1 7 (36.84%) Business Intelligence
2 6 (31.58%) Agile Software Development
2 6 (31.58%) ETL
3 5 (26.32%) Business Analysis
3 5 (26.32%) Data Architecture
3 5 (26.32%) Data Transformation
4 4 (21.05%) Data Strategy
4 4 (21.05%) Risk Management
5 3 (15.79%) Analytics
5 3 (15.79%) Data Analytics
5 3 (15.79%) Information Assurance
5 3 (15.79%) Information Security
5 3 (15.79%) Wealth Management
6 2 (10.53%) BDD
6 2 (10.53%) Data Governance
6 2 (10.53%) Data Integration
6 2 (10.53%) Data Migration
6 2 (10.53%) Scrum
6 2 (10.53%) Stakeholder Engagement
6 2 (10.53%) Visualisation
Programming Languages
1 9 (47.37%) SQL
2 3 (15.79%) Java
2 3 (15.79%) JavaScript
2 3 (15.79%) Python
2 3 (15.79%) R
2 3 (15.79%) Ruby
2 3 (15.79%) Scala
3 2 (10.53%) ABAP
4 1 (5.26%) T-SQL
Qualifications
1 3 (15.79%) Degree
1 3 (15.79%) Postgraduate
2 2 (10.53%) IIBA
Quality Assurance & Compliance
1 5 (26.32%) Data Quality
2 1 (5.26%) QA
System Software
1 3 (15.79%) Apache Flume
2 1 (5.26%) Docker
Systems Management
1 2 (10.53%) Kibana
1 2 (10.53%) logstash
2 1 (5.26%) Control-M
2 1 (5.26%) Kubernetes
2 1 (5.26%) Opscode Chef
Vendors
1 4 (21.05%) Informatica
2 3 (15.79%) Ab Initio
3 2 (10.53%) MuleSoft
3 2 (10.53%) SAP
4 1 (5.26%) Microsoft
4 1 (5.26%) Oracle
4 1 (5.26%) Splunk
4 1 (5.26%) Tableau