Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Northamptonshire > Northampton
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 79 49 47
Rank change year-on-year -30 -2 +57
Permanent jobs citing Data Analysis 14 31 44
As % of all permanent IT jobs advertised in Northampton 1.64% 4.27% 4.49%
As % of the Processes & Methodologies category 1.79% 4.58% 4.82%
Number of salaries quoted 12 22 11
Northampton median annual salary £36,000 £30,000 £42,500
Median salary % change year-on-year +20.00% -29.41% -5.56%
10th Percentile £32,500 £26,250 £41,250
90th Percentile £40,925 £43,125 £43,750
Northamptonshire median annual salary £36,000 £30,000 £42,500
% change year-on-year +20.00% -29.41% -2.30%

Data Analysis 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 783 677 913
As % of all permanent IT jobs advertised in Northampton 91.69% 93.25% 93.16%
Number of salaries quoted 564 497 582
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -5.88%
10th Percentile £27,500 £22,500 £25,500
90th Percentile £62,500 £58,750 £58,750
Northamptonshire median annual salary £43,000 £41,000 £40,000
% change year-on-year +4.88% +2.50% -5.88%

Data Analysis
Job Vacancy Trend in Northampton

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

Job vacancy trend for Data Analysis in Northampton

Data Analysis
Salary Trend in Northampton

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

Salary trend for Data Analysis in Northampton

Data Analysis
Salary Histogram in Northampton

The salary distribution of IT jobs citing Data Analysis in Northampton over the 6 months to 19 October 2018.

Salary histogram for Data Analysis in Northampton

For the 6 months to 19 October 2018, IT jobs citing Data Analysis 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 Analysis.

1 8 (57.14%) Finance
2 7 (50.00%) SQL
3 6 (42.86%) Business Intelligence
3 6 (42.86%) SharePoint
3 6 (42.86%) Agile Software Development
3 6 (42.86%) Business Analysis
3 6 (42.86%) Project Planning
3 6 (42.86%) User Acceptance Testing
3 6 (42.86%) BPMN
3 6 (42.86%) Waterfall
3 6 (42.86%) Root Cause Analysis
3 6 (42.86%) SDLC
3 6 (42.86%) Business Process Modelling
3 6 (42.86%) Mentoring
3 6 (42.86%) Coaching
3 6 (42.86%) Feasibility Study
4 5 (35.71%) PHP
4 5 (35.71%) CakePHP
4 5 (35.71%) Back Office
4 5 (35.71%) MySQL
4 5 (35.71%) CSS
4 5 (35.71%) HTML
4 5 (35.71%) OOP
4 5 (35.71%) OO
4 5 (35.71%) E-Commerce
5 4 (28.57%) MVC
5 4 (28.57%) CodeIgniter
5 4 (28.57%) BC Cleared
5 4 (28.57%) Security Cleared
5 4 (28.57%) DBS Check

Data Analysis
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 6 (42.86%) SharePoint
2 1 (7.14%) Apache Spark
2 1 (7.14%) SAS
Communications & Networking
1 1 (7.14%) DNS
1 1 (7.14%) Internet
1 1 (7.14%) SSL
Database & Business Intelligence
1 5 (35.71%) MySQL
2 2 (14.29%) Big Data
2 2 (14.29%) Hadoop
3 1 (7.14%) Apache Hive
3 1 (7.14%) Data Mining
3 1 (7.14%) Data Warehouse
3 1 (7.14%) DB2
3 1 (7.14%) NoSQL
3 1 (7.14%) SQL Server
3 1 (7.14%) Text Mining
Development Applications
1 1 (7.14%) ER Studio
1 1 (7.14%) ERwin
General
1 8 (57.14%) Finance
2 5 (35.71%) Back Office
3 1 (7.14%) Banking
3 1 (7.14%) General Ledger
3 1 (7.14%) Retail
Job Titles
1 7 (50.00%) Analyst
2 6 (42.86%) Business Analyst
3 5 (35.71%) Developer
3 5 (35.71%) PHP Developer
4 1 (7.14%) Data Modeller
4 1 (7.14%) Data Scientist
4 1 (7.14%) PHP Laravel Developer
4 1 (7.14%) SAS Analyst
4 1 (7.14%) Senior Analyst
4 1 (7.14%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 5 (35.71%) CakePHP
1 5 (35.71%) CSS
1 5 (35.71%) HTML
2 4 (28.57%) CodeIgniter
3 1 (7.14%) jQuery
3 1 (7.14%) Kafka
3 1 (7.14%) Laravel
3 1 (7.14%) Natural Language Processing
3 1 (7.14%) PySpark
Miscellaneous
1 2 (14.29%) Analytical Skills
2 1 (7.14%) Algorithms
2 1 (7.14%) Credit Risk
2 1 (7.14%) Data Centre
2 1 (7.14%) User Experience
Operating Systems
1 1 (7.14%) Linux
1 1 (7.14%) Unix
Processes & Methodologies
1 6 (42.86%) Agile Software Development
1 6 (42.86%) BPMN
1 6 (42.86%) Business Analysis
1 6 (42.86%) Business Intelligence
1 6 (42.86%) Business Process Modelling
1 6 (42.86%) Coaching
1 6 (42.86%) Feasibility Study
1 6 (42.86%) Mentoring
1 6 (42.86%) Project Planning
1 6 (42.86%) Root Cause Analysis
1 6 (42.86%) SDLC
1 6 (42.86%) User Acceptance Testing
1 6 (42.86%) Waterfall
2 5 (35.71%) E-Commerce
2 5 (35.71%) OO
2 5 (35.71%) OOP
3 4 (28.57%) MVC
4 2 (14.29%) Analytics
4 2 (14.29%) Data Modelling
5 1 (7.14%) UML
Programming Languages
1 7 (50.00%) SQL
2 5 (35.71%) PHP
3 1 (7.14%) JavaScript
3 1 (7.14%) Python
Qualifications
1 4 (28.57%) BC Cleared
1 4 (28.57%) DBS Check
1 4 (28.57%) Security Cleared
Vendors
1 1 (7.14%) Oracle
1 1 (7.14%) Teradata