Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 14 December 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 219 237 242
Rank change year-on-year +18 +5 -4
Permanent jobs citing Data Mining 19 16 23
As % of all permanent IT jobs advertised in the East Midlands 0.36% 0.25% 0.31%
As % of the Database & Business Intelligence category 1.11% 0.79% 0.90%
Number of salaries quoted 18 19 14
East Midlands median annual salary £41,250 £47,500 £50,000
Median salary % change year-on-year -13.16% -5.00% +11.11%
10th Percentile £24,850 £26,250 £48,250
90th Percentile £43,750 £55,000 £77,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.82%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1706 2016 2569
As % of all permanent IT jobs advertised in the East Midlands 32.24% 31.53% 35.17%
Number of salaries quoted 1477 1668 2093
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,750 £23,750
90th Percentile £60,000 £62,500 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Mining
Job Vacancy Trend in the East Midlands

Job postings citing Data Mining as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Mining in the East Midlands

Data Mining
Salary Trend in the East Midlands

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

Salary trend for Data Mining in the East Midlands

Data Mining
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Mining in the East Midlands over the 6 months to 14 December 2017.

Salary histogram for Data Mining in the East Midlands

Data Mining
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the East Midlands region over the 6 months to 14 December 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
Leicestershire +36 11 £42,500 -15.00% 1
Northamptonshire +17 7 £29,000 -38.95%
Nottinghamshire +2 1 - -
Data Mining
England

For the 6 months to 14 December 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 East Midlands region with a requirement for Data Mining.

1 17 (89.47%) SQL
2 15 (78.95%) Java
3 12 (63.16%) Python
4 11 (57.89%) ETL
4 11 (57.89%) Hadoop
4 11 (57.89%) Analytics
5 10 (52.63%) Predictive Modelling
6 9 (47.37%) Analytical Skills
6 9 (47.37%) Degree
7 8 (42.11%) Business Intelligence
8 7 (36.84%) Data Analytics
8 7 (36.84%) Business Transformation
9 5 (26.32%) Machine Learning
9 5 (26.32%) R
9 5 (26.32%) Algorithms
9 5 (26.32%) ITIL
10 4 (21.05%) UML
10 4 (21.05%) HTML
10 4 (21.05%) OLAP
10 4 (21.05%) JavaScript
10 4 (21.05%) Data Warehouse
10 4 (21.05%) Data Modelling
10 4 (21.05%) OLTP
10 4 (21.05%) Apache Spark
10 4 (21.05%) Statistical Modelling
10 4 (21.05%) NoSQL
10 4 (21.05%) SQL Server Integration Services
10 4 (21.05%) Use Case
10 4 (21.05%) SQL Server Analysis Services
10 4 (21.05%) Business Process Analysis

Data Mining
Co-occurring IT Skills in the East Midlands 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 4 (21.05%) Apache Spark
Database & Business Intelligence
1 11 (57.89%) Hadoop
2 4 (21.05%) Data Warehouse
2 4 (21.05%) NoSQL
2 4 (21.05%) OLAP
2 4 (21.05%) OLTP
2 4 (21.05%) SQL Server Analysis Services
2 4 (21.05%) SQL Server Integration Services
3 1 (5.26%) MongoDB
Job Titles
1 9 (47.37%) Data Scientist
2 5 (26.32%) Developer
3 4 (21.05%) Business Intelligence Developer
4 2 (10.53%) Business Developer
4 2 (10.53%) Data Engineer
4 2 (10.53%) Junior
4 2 (10.53%) Junior Business Intelligence Developer
4 2 (10.53%) Junior Developer
4 2 (10.53%) Junior SQL Developer
4 2 (10.53%) Research Scientist
4 2 (10.53%) SQL BI Developer
4 2 (10.53%) SQL Developer
5 1 (5.26%) Analyst
5 1 (5.26%) Data Analyst
5 1 (5.26%) Data Insight Analyst
5 1 (5.26%) Insight Analyst
5 1 (5.26%) Insight Data Analyst
5 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) HTML
2 1 (5.26%) Angular 2
2 1 (5.26%) AngularJS
2 1 (5.26%) D3.js
2 1 (5.26%) Electron Framework
2 1 (5.26%) Node.js
2 1 (5.26%) Twitter Bootstrap
Miscellaneous
1 9 (47.37%) Analytical Skills
2 5 (26.32%) Algorithms
3 1 (5.26%) Computer Science
Processes & Methodologies
1 11 (57.89%) Analytics
1 11 (57.89%) ETL
2 10 (52.63%) Predictive Modelling
3 8 (42.11%) Business Intelligence
4 7 (36.84%) Business Transformation
4 7 (36.84%) Data Analytics
5 5 (26.32%) ITIL
5 5 (26.32%) Machine Learning
6 4 (21.05%) Business Process Analysis
6 4 (21.05%) Data Modelling
6 4 (21.05%) Statistical Modelling
6 4 (21.05%) UML
6 4 (21.05%) Use Case
7 3 (15.79%) Predictive Analytics
8 2 (10.53%) Operations Research
9 1 (5.26%) CMMI
9 1 (5.26%) Data Engineering
9 1 (5.26%) Front End Development
9 1 (5.26%) Mathematics
9 1 (5.26%) Physics
Programming Languages
1 17 (89.47%) SQL
2 15 (78.95%) Java
3 12 (63.16%) Python
4 5 (26.32%) R
5 4 (21.05%) JavaScript
6 1 (5.26%) VBA
Qualifications
1 9 (47.37%) Degree
Quality Assurance & Compliance
1 1 (5.26%) FISMA