Period
to 25 November 2017

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 6 months to 25 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Hampshire
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 248 247 189
Rank change year-on-year -1 -58 +99
Permanent jobs citing Data Mining 13 28 87
As % of all permanent IT jobs advertised in Hampshire 0.20% 0.41% 1.21%
As % of the Database & Business Intelligence category 0.61% 1.25% 3.44%
Number of salaries quoted 13 28 76
Hampshire median annual salary £45,000 £40,000 £50,000
Median salary % change year-on-year +12.50% -20.00% +31.58%
10th Percentile £38,250 £30,000 £34,000
90th Percentile £57,250 £44,125 £67,500
South East median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - +11.11%

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 Hampshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Hampshire
Permanent vacancies with a requirement for database or business intelligence skills 2137 2238 2530
As % of all permanent IT jobs advertised in Hampshire 33.39% 32.52% 35.20%
Number of salaries quoted 1885 2021 2213
Hampshire median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +3.75%
10th Percentile £26,750 £27,500 £26,250
90th Percentile £63,750 £58,750 £61,000
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

Data Mining
Job Vacancy Trend in Hampshire

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

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 6 months to 25 November 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 6 months to 25 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
Winchester - 5 £45,000 -
Fareham - 3 £50,000 - 1
Basingstoke - 2 £42,500 -
Farnborough 0 1 £40,000 -23.81%
Data Mining
South East

For the 6 months to 25 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 Hampshire region with a requirement for Data Mining.

1 10 (76.92%) SQL
2 9 (69.23%) Data Modelling
2 9 (69.23%) Degree
3 8 (61.54%) Computer Science
4 7 (53.85%) Oracle
5 6 (46.15%) Data Architecture
5 6 (46.15%) Mathematics
5 6 (46.15%) Analytics
6 5 (38.46%) Windows Server
6 5 (38.46%) BusinessObjects Business Intelligence
6 5 (38.46%) Computer Science Degree
6 5 (38.46%) Data Visualisation
6 5 (38.46%) Visualisation
6 5 (38.46%) Change Control
6 5 (38.46%) SQL Server
6 5 (38.46%) SAP
6 5 (38.46%) Windows
6 5 (38.46%) T-SQL
6 5 (38.46%) PL/SQL
6 5 (38.46%) ETL
6 5 (38.46%) ERP
6 5 (38.46%) Business Intelligence
7 4 (30.77%) Statistics
7 4 (30.77%) Data Analysis
7 4 (30.77%) Analytical Skills
8 3 (23.08%) Relational Database
8 3 (23.08%) Metadata Management
8 3 (23.08%) Algorithms
8 3 (23.08%) Data Engineering
8 3 (23.08%) Predictive Analysis

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 2 (15.38%) SAS
Applications
1 2 (15.38%) Microsoft Excel
Business Applications
1 2 (15.38%) Dynamics CRM
1 2 (15.38%) Eloqua
Cloud Services
1 2 (15.38%) Google Analytics
Communications & Networking
1 1 (7.69%) SMS
Database & Business Intelligence
1 5 (38.46%) BusinessObjects Business Intelligence
1 5 (38.46%) SQL Server
2 3 (23.08%) Big Data
2 3 (23.08%) BusinessObjects
2 3 (23.08%) NoSQL
2 3 (23.08%) Relational Database
2 3 (23.08%) SAP BW
3 1 (7.69%) Base SAS
3 1 (7.69%) MS Access
3 1 (7.69%) QlikView
3 1 (7.69%) SAS Enterprise Guide
General
1 3 (23.08%) Finance
2 2 (15.38%) Marketing
3 1 (7.69%) Telecoms
Job Titles
1 5 (38.46%) Business Developer
1 5 (38.46%) Business Intelligence Developer
1 5 (38.46%) Developer
1 5 (38.46%) SAP BI Developer
1 5 (38.46%) SAP Developer
2 3 (23.08%) Data Scientist
3 2 (15.38%) Analyst
3 2 (15.38%) Data Analytics Engineer
3 2 (15.38%) Data Analytics Scientist
3 2 (15.38%) Data Engineer
3 2 (15.38%) Database Manager
3 2 (15.38%) Database Marketing Manager
3 2 (15.38%) Marketing Database Manager
3 2 (15.38%) Marketing Manager
3 2 (15.38%) Risk Analyst
4 1 (7.69%) Analytics Manager
4 1 (7.69%) Credit Analyst
4 1 (7.69%) Credit Risk Analyst
4 1 (7.69%) Report Manager
Libraries, Frameworks & Software Standards
1 3 (23.08%) Natural Language Processing
2 2 (15.38%) HTML
Miscellaneous
1 8 (61.54%) Computer Science
2 4 (30.77%) Analytical Skills
3 3 (23.08%) Algorithms
4 2 (15.38%) RIA
5 1 (7.69%) Credit Risk
5 1 (7.69%) User Experience
Operating Systems
1 5 (38.46%) Windows
1 5 (38.46%) Windows Server
Processes & Methodologies
1 9 (69.23%) Data Modelling
2 6 (46.15%) Analytics
2 6 (46.15%) Data Architecture
2 6 (46.15%) Mathematics
3 5 (38.46%) Business Intelligence
3 5 (38.46%) Change Control
3 5 (38.46%) Data Visualisation
3 5 (38.46%) ERP
3 5 (38.46%) ETL
3 5 (38.46%) Visualisation
4 4 (30.77%) Data Analysis
4 4 (30.77%) Statistics
5 3 (23.08%) Artificial Intelligence
5 3 (23.08%) Chemistry
5 3 (23.08%) Data Management
5 3 (23.08%) Machine Learning
5 3 (23.08%) Metadata Management
5 3 (23.08%) Pattern Recognition
5 3 (23.08%) Physics
5 3 (23.08%) Statistical Analysis
Programming Languages
1 10 (76.92%) SQL
2 5 (38.46%) PL/SQL
2 5 (38.46%) T-SQL
3 3 (23.08%) Python
3 3 (23.08%) R
Qualifications
1 9 (69.23%) Degree
2 5 (38.46%) Computer Science Degree
3 1 (7.69%) PhD
Quality Assurance & Compliance
1 1 (7.69%) IFRS
1 1 (7.69%) IFRS 9
1 1 (7.69%) PMO
Vendors
1 7 (53.85%) Oracle
2 5 (38.46%) SAP
3 2 (15.38%) Google
3 2 (15.38%) HubSpot
3 2 (15.38%) Marketo
3 2 (15.38%) Pardot
3 2 (15.38%) Siebel
3 2 (15.38%) Tableau
4 1 (7.69%) Microsoft