The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South East / Hampshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 160 184 162
Rank change year-on-year +24 -22  
Permanent jobs citing Data Mining 9 16 33
As % of all permanent IT jobs advertised in Hampshire 0.31% 0.46% 0.88%
As % of the Database & Business Intelligence category 0.96% 1.30% 2.49%
Number of salaries quoted 9 16 27
Median salary £36,000 £35,000 £45,000
Median salary % change year-on-year +2.85% -22.22%  
90% offered a salary of more than £23,500 £31,750 £32,500
10% offered a salary of more than £50,760 £42,500 £61,000
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

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 Hampshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Hampshire
Permanent job vacancies with a requirement for database and business intelligence skills 936 1235 1323
As % of all permanent IT job vacancies advertised in Hampshire 31.75% 35.69% 35.41%
Number of salaries quoted 861 1127 1144
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining in Hampshire

Data Mining
Salary Trend in Hampshire

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

Salary trend for Data Mining in Hampshire

Data Mining
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Mining in Hampshire over the 3 months to 22 June 2017.

Salary histogram for Data Mining in Hampshire

Data Mining
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hampshire region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Farnborough - 4 £29,750 - 1
Fareham - 2 £52,350 -
Southampton +19 1 £45,000 +38.46%
Basingstoke +3 1 £42,500 +21.42%
Data Mining
South East

For the 6 months to 22 June 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 Hampshire region with a requirement for Data Mining.

1 18 (69.23%) Statistics
2 17 (65.38%) Degree
3 16 (61.54%) Mathematics
4 14 (53.85%) SQL
5 11 (42.31%) Analytical Skills
6 10 (38.46%) Finance
6 10 (38.46%) SAS
6 10 (38.46%) Microsoft Excel
7 9 (34.62%) MS Access
8 8 (30.77%) Machine Learning
9 7 (26.92%) Performance Monitoring
9 7 (26.92%) ETL
9 7 (26.92%) SQL Server
9 7 (26.92%) SQL Server Reporting Services
10 6 (23.08%) Python
10 6 (23.08%) Algorithms
11 5 (19.23%) Analytics
11 5 (19.23%) HTML
12 4 (15.38%) JavaScript
12 4 (15.38%) PHP
12 4 (15.38%) C
12 4 (15.38%) C++
12 4 (15.38%) CSS
12 4 (15.38%) MySQL
12 4 (15.38%) LAMP
12 4 (15.38%) MATLAB
12 4 (15.38%) SaaS
12 4 (15.38%) NoSQL
12 4 (15.38%) Statistical Analysis
12 4 (15.38%) Software Engineering

Data Mining
Co-occurring IT Skills in Hampshire 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 10 (38.46%) SAS
Applications
1 10 (38.46%) Microsoft Excel
Business Applications
1 1 (3.85%) Dynamics CRM
1 1 (3.85%) Eloqua
Cloud Services
1 4 (15.38%) SaaS
2 1 (3.85%) Google Analytics
Database & Business Intelligence
1 9 (34.62%) MS Access
2 7 (26.92%) SQL Server
2 7 (26.92%) SQL Server Reporting Services
3 4 (15.38%) Big Data
3 4 (15.38%) MySQL
3 4 (15.38%) NoSQL
4 2 (7.69%) Hadoop
4 2 (7.69%) Relational Database
5 1 (3.85%) Base SAS
5 1 (3.85%) SAS Enterprise Guide
General
1 10 (38.46%) Finance
2 2 (7.69%) Games
3 1 (3.85%) Marketing
Job Titles
1 12 (46.15%) Analyst
2 10 (38.46%) Data Analyst
3 7 (26.92%) DBA
3 7 (26.92%) SQL DBA
3 7 (26.92%) SQL Server DBA
4 5 (19.23%) Graduate
4 5 (19.23%) Graduate Analyst
5 4 (15.38%) Graduate Data Analyst
5 4 (15.38%) JavaScript Engineer
5 4 (15.38%) Junior
5 4 (15.38%) Junior Software Engineer
5 4 (15.38%) PHP Software Engineer
5 4 (15.38%) Software Engineer
6 2 (7.69%) Data Scientist
7 1 (3.85%) Big Data Analyst
7 1 (3.85%) Data Analytics Engineer
7 1 (3.85%) Data Analytics Scientist
7 1 (3.85%) Data Engineer
7 1 (3.85%) Database Marketing Manager
7 1 (3.85%) Marketing Database Manager
Libraries, Frameworks & Software Standards
1 5 (19.23%) HTML
2 4 (15.38%) CSS
2 4 (15.38%) LAMP
3 2 (7.69%) Natural Language Processing
Miscellaneous
1 11 (42.31%) Analytical Skills
2 6 (23.08%) Algorithms
3 4 (15.38%) Computer Science
4 1 (3.85%) Credit Risk
4 1 (3.85%) RIA
4 1 (3.85%) User Experience
Processes & Methodologies
1 18 (69.23%) Statistics
2 16 (61.54%) Mathematics
3 8 (30.77%) Machine Learning
4 7 (26.92%) ETL
4 7 (26.92%) Performance Monitoring
5 5 (19.23%) Analytics
6 4 (15.38%) Cross-Browser Compatibility
6 4 (15.38%) Customer Requirements
6 4 (15.38%) Software Engineering
6 4 (15.38%) Statistical Analysis
7 3 (11.54%) Data Visualisation
7 3 (11.54%) Visualisation
8 2 (7.69%) Actionable Insight
8 2 (7.69%) Data Analytics
8 2 (7.69%) Data Engineering
8 2 (7.69%) Metadata Management
8 2 (7.69%) Pattern Recognition
8 2 (7.69%) Predictive Analysis
8 2 (7.69%) Predictive Modelling
8 2 (7.69%) Statistical Modelling
Programming Languages
1 14 (53.85%) SQL
2 6 (23.08%) Python
3 4 (15.38%) C
3 4 (15.38%) C++
3 4 (15.38%) JavaScript
3 4 (15.38%) MATLAB
3 4 (15.38%) PHP
4 2 (7.69%) R
Qualifications
1 17 (65.38%) Degree
2 4 (15.38%) Numerate Degree
3 1 (3.85%) PhD
Quality Assurance & Compliance
1 1 (3.85%) IFRS
1 1 (3.85%) IFRS 9
Vendors
1 1 (3.85%) Google
1 1 (3.85%) HubSpot
1 1 (3.85%) Marketo
1 1 (3.85%) Microsoft
1 1 (3.85%) Oracle
1 1 (3.85%) Pardot
1 1 (3.85%) Siebel
1 1 (3.85%) Tableau
Farnborough
Mint
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
Hampshire
Mint
Salary: £25000 - £40000 per annum + Excellent
Posted: 8 days ago