Period
to 22 July 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 22 July 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 203 205 259
Rank change year-on-year +2 +54 -6
Permanent jobs citing Data Mining 30 45 13
As % of all permanent IT jobs advertised in the East Midlands 0.54% 0.69% 0.18%
As % of the Database & Business Intelligence category 1.76% 2.11% 0.51%
Number of salaries quoted 22 45 3
East Midlands median annual salary £33,000 £35,000 £47,500
Median salary % change year-on-year -5.71% -26.32% +40.74%
10th Percentile £24,550 £30,000 £34,250
90th Percentile £39,000 £60,000 £55,750
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Data Mining is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
East Midlands
Permanent job vacancies with a requirement for database and business intelligence skills 1706 2130 2565
As % of all permanent IT job vacancies advertised in the East Midlands 30.49% 32.87% 35.13%
Number of salaries quoted 1438 1714 2171
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £23,500
90th Percentile £60,000 £56,250 £53,750
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +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 22 July 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 22 July 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
Northamptonshire +9 20 £33,000 -5.71%
Nottinghamshire -1 9 £32,500 -35.00% 1
Data Mining
England

For the 6 months to 22 July 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 29 (96.67%) SQL
2 28 (93.33%) Analytical Skills
3 19 (63.33%) Data Modelling
3 19 (63.33%) ETL
4 17 (56.67%) Business Intelligence
4 17 (56.67%) Data Warehouse
5 15 (50.00%) SQL Server Integration Services
5 15 (50.00%) SQL Server Analysis Services
5 15 (50.00%) OLTP
5 15 (50.00%) OLAP
5 15 (50.00%) ITIL
5 15 (50.00%) UML
5 15 (50.00%) HTML
5 15 (50.00%) Java
5 15 (50.00%) Business Process Analysis
6 9 (30.00%) VBA
7 6 (20.00%) Degree
7 6 (20.00%) R
8 5 (16.67%) Process Improvement
8 5 (16.67%) Statistical Analysis
8 5 (16.67%) Microsoft Excel
8 5 (16.67%) Change Management
8 5 (16.67%) Business Forecasting
9 4 (13.33%) Workflow
9 4 (13.33%) Service Delivery
9 4 (13.33%) Data Analysis
9 4 (13.33%) Visualisation
9 4 (13.33%) Tableau
10 3 (10.00%) Eloqua
10 3 (10.00%) Data Analytics

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 1 (3.33%) Apache Pig
1 1 (3.33%) SAS
Applications
1 5 (16.67%) Microsoft Excel
2 1 (3.33%) SPSS
Business Applications
1 3 (10.00%) Eloqua
Database & Business Intelligence
1 17 (56.67%) Data Warehouse
2 15 (50.00%) OLAP
2 15 (50.00%) OLTP
2 15 (50.00%) SQL Server Analysis Services
2 15 (50.00%) SQL Server Integration Services
3 3 (10.00%) BusinessObjects
4 1 (3.33%) MongoDB
4 1 (3.33%) Oracle BI Publisher
4 1 (3.33%) Oracle Database
4 1 (3.33%) Oracle Reports
4 1 (3.33%) Power BI
4 1 (3.33%) QlikView
4 1 (3.33%) SQL Server
4 1 (3.33%) SQL Server 2016
Development Applications
1 1 (3.33%) Oracle Forms
General
1 1 (3.33%) Finance
Job Titles
1 17 (56.67%) Developer
2 16 (53.33%) Analyst
2 16 (53.33%) Business Intelligence Developer
3 12 (40.00%) SQL BI Developer
3 12 (40.00%) SQL Developer
4 11 (36.67%) Data Analyst
5 7 (23.33%) Analyst Developer
5 7 (23.33%) Business Intelligence Analyst
5 7 (23.33%) Business Intelligence Data Analyst
5 7 (23.33%) Developer Analyst
5 7 (23.33%) SQL Analyst
5 7 (23.33%) SQL Data Analyst
6 5 (16.67%) Business Analyst
6 5 (16.67%) Senior Analyst
6 5 (16.67%) Senior Business Analyst
7 4 (13.33%) Data Insight Analyst
7 4 (13.33%) Insight Analyst
7 4 (13.33%) Insight Data Analyst
8 3 (10.00%) Data Analytics Manager
8 3 (10.00%) Data Manager
Libraries, Frameworks & Software Standards
1 15 (50.00%) HTML
2 1 (3.33%) Angular 2
2 1 (3.33%) AngularJS
2 1 (3.33%) D3.js
2 1 (3.33%) Electron Framework
2 1 (3.33%) Natural Language Processing
2 1 (3.33%) Node.js
2 1 (3.33%) Twitter Bootstrap
Miscellaneous
1 28 (93.33%) Analytical Skills
2 1 (3.33%) Algorithms
2 1 (3.33%) Computer Science
Operating Systems
1 1 (3.33%) Unix
Processes & Methodologies
1 19 (63.33%) Data Modelling
1 19 (63.33%) ETL
2 17 (56.67%) Business Intelligence
3 15 (50.00%) Business Process Analysis
3 15 (50.00%) ITIL
3 15 (50.00%) UML
4 5 (16.67%) Business Forecasting
4 5 (16.67%) Change Management
4 5 (16.67%) Process Improvement
4 5 (16.67%) Statistical Analysis
5 4 (13.33%) Data Analysis
5 4 (13.33%) Service Delivery
5 4 (13.33%) Visualisation
5 4 (13.33%) Workflow
6 3 (10.00%) Analytics
6 3 (10.00%) Data Analytics
7 2 (6.67%) Data Visualisation
7 2 (6.67%) Machine Learning
8 1 (3.33%) Data Governance
8 1 (3.33%) Statistics
Programming Languages
1 29 (96.67%) SQL
2 15 (50.00%) Java
3 9 (30.00%) VBA
4 6 (20.00%) R
5 2 (6.67%) Python
6 1 (3.33%) JavaScript
6 1 (3.33%) PL/SQL
Qualifications
1 6 (20.00%) Degree
Quality Assurance & Compliance
1 1 (3.33%) PMO
Vendors
1 4 (13.33%) Tableau
2 3 (10.00%) Informatica
3 1 (3.33%) Oracle
Nottinghamshire
Experian
Salary: base & bonus, 25 days leave, pension
Posted: 4 days ago