Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
East Midlands > Northamptonshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 79 113 125
Rank change year-on-year +34 +12 -5
Permanent jobs citing Data Mining 14 4 3
As % of all permanent IT jobs advertised in Northamptonshire 1.30% 0.28% 0.16%
As % of the Database & Business Intelligence category 4.70% 0.98% 0.43%
Number of salaries quoted 14 4 2
Northamptonshire median annual salary £29,000 £45,000 £52,500
Median salary % change year-on-year -35.56% -14.29% +16.67%
10th Percentile £24,500 £41,475 £51,250
90th Percentile £39,000 £51,250 £53,750
East Midlands median annual salary £38,000 £46,250 £52,500
% change year-on-year -17.84% -11.90% +16.67%

Data Mining is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Northamptonshire
Permanent vacancies with a requirement for database or business intelligence skills 298 409 692
As % of all permanent IT jobs advertised in Northamptonshire 27.62% 28.78% 36.46%
Number of salaries quoted 244 276 627
Northamptonshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £23,475 £23,625 £23,500
90th Percentile £65,875 £57,500 £53,750
East Midlands median annual salary £40,000 £40,000 £40,000

Data Mining
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Mining in Northamptonshire

Data Mining
Salary Trend in Northamptonshire

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

Salary trend for Data Mining in Northamptonshire

Data Mining
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Data Mining in Northamptonshire over the 6 months to 20 November 2017.

Salary histogram for Data Mining in Northamptonshire

Data Mining
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 Mining within the Northamptonshire region over the 6 months to 20 November 2017. 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
Wellingborough - 8 £29,000 - 2
Northampton +22 4 £27,500 -38.89% 1
Corby - 1 £33,000 -
Data Mining
East Midlands

For the 6 months to 20 November 2017, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Northamptonshire region with a requirement for Data Mining.

1 13 (92.86%) SQL
2 12 (85.71%) Analytical Skills
3 8 (57.14%) Data Warehouse
3 8 (57.14%) Data Modelling
3 8 (57.14%) ETL
3 8 (57.14%) Business Intelligence
3 8 (57.14%) OLTP
3 8 (57.14%) HTML
3 8 (57.14%) Java
3 8 (57.14%) OLAP
3 8 (57.14%) ITIL
3 8 (57.14%) UML
3 8 (57.14%) SQL Server Integration Services
3 8 (57.14%) SQL Server Analysis Services
3 8 (57.14%) Business Process Analysis
4 4 (28.57%) Data Analysis
4 4 (28.57%) Statistical Analysis
4 4 (28.57%) R
4 4 (28.57%) VBA
4 4 (28.57%) Service Delivery
4 4 (28.57%) Workflow
5 2 (14.29%) Degree
6 1 (7.14%) Electron Framework
6 1 (7.14%) Angular 2
6 1 (7.14%) Front End Development
6 1 (7.14%) Algorithms
6 1 (7.14%) Mathematics
6 1 (7.14%) Physics
6 1 (7.14%) Computer Science
6 1 (7.14%) Node.js

Data Mining
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:

Database & Business Intelligence
1 8 (57.14%) Data Warehouse
1 8 (57.14%) OLAP
1 8 (57.14%) OLTP
1 8 (57.14%) SQL Server Analysis Services
1 8 (57.14%) SQL Server Integration Services
2 1 (7.14%) MongoDB
Job Titles
1 9 (64.29%) Developer
2 8 (57.14%) Business Intelligence Developer
3 5 (35.71%) SQL BI Developer
3 5 (35.71%) SQL Developer
4 4 (28.57%) Analyst
4 4 (28.57%) Data Analyst
4 4 (28.57%) Data Insight Analyst
4 4 (28.57%) Insight Analyst
4 4 (28.57%) Insight Data Analyst
5 3 (21.43%) Business Developer
6 2 (14.29%) Junior
6 2 (14.29%) Junior Business Intelligence Developer
6 2 (14.29%) Junior Developer
6 2 (14.29%) Junior SQL Developer
7 1 (7.14%) Software Developer
Libraries, Frameworks & Software Standards
1 8 (57.14%) HTML
2 1 (7.14%) Angular 2
2 1 (7.14%) AngularJS
2 1 (7.14%) D3.js
2 1 (7.14%) Electron Framework
2 1 (7.14%) Node.js
2 1 (7.14%) Twitter Bootstrap
Miscellaneous
1 12 (85.71%) Analytical Skills
2 1 (7.14%) Algorithms
2 1 (7.14%) Computer Science
Processes & Methodologies
1 8 (57.14%) Business Intelligence
1 8 (57.14%) Business Process Analysis
1 8 (57.14%) Data Modelling
1 8 (57.14%) ETL
1 8 (57.14%) ITIL
1 8 (57.14%) UML
2 4 (28.57%) Data Analysis
2 4 (28.57%) Service Delivery
2 4 (28.57%) Statistical Analysis
2 4 (28.57%) Workflow
3 1 (7.14%) Front End Development
3 1 (7.14%) Machine Learning
3 1 (7.14%) Mathematics
3 1 (7.14%) Physics
Programming Languages
1 13 (92.86%) SQL
2 8 (57.14%) Java
3 4 (28.57%) R
3 4 (28.57%) VBA
4 1 (7.14%) JavaScript
4 1 (7.14%) Python
Qualifications
1 2 (14.29%) Degree