The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hampshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Mining
Rank 136 194 175
Rank change year-on-year
+58 -19
Permanent jobs citing Data Mining 43 3 18
As % of all permanent IT jobs located in Hampshire 1.17% 0.076% 0.46%
As % of the Database & Business Intelligence category 3.54% 0.25% 1.42%
Number of salaries quoted 41 3 15
Average salary £50,000 £30,500 £41,000
Average salary % change year-on-year
+63.93% -25.60%
90% offered a salary of more than £32,500 £28,100 £24,500
10% offered a salary of more than £57,500 £58,100 £42,500
UK excluding London average salary £45,000 £42,000 £42,500
% change year-on-year
+7.14% -1.17%
Data Mining
South East

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hampshire region.

Database & Business Intelligence Category
Hampshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1214 1202 1265
As % of all permanent IT jobs located in Hampshire 32.99% 30.38% 32.68%
Number of salaries quoted 1063 944 1154
Average salary £42,500 £40,000 £37,500
Average salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £29,000 £27,500 £26,500
10% offered a salary of more than £57,500 £50,000 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Hampshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Hampshire region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend 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 across the Hampshire region.

Data Mining Salary Trend in Hampshire

Data Mining
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hampshire region over the 3 months to 4 September 2015.

Data Mining Salary Histogram in Hampshire

Data Mining
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Hampshire region over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Basingstoke - 12 £50,000 -
Eastleigh -11 5 £35,000 -46.15%
Portsmouth - 5 £42,500 -
Aldershot - 4 £27,500 -
Southampton +11 2 £38,250 +25.40%
Fareham +15 1 - -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 4 September 2015, IT jobs across the Hampshire region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 53 (77.94%) SQL
2 49 (72.06%) Business Intelligence
3 43 (63.24%) SPSS
4 38 (55.88%) Microsoft
5 36 (52.94%) Analytics
6 31 (45.59%) SQL Server
7 30 (44.12%) MS Excel
8 29 (42.65%) VBA
8 29 (42.65%) Tableau
9 28 (41.18%) Analytical Skills
10 27 (39.71%) MS PowerPoint
11 24 (35.29%) QlikView
12 22 (32.35%) Visualisation
13 21 (30.88%) Oracle BI EE
13 21 (30.88%) SQL Server Integration Services
13 21 (30.88%) Data Warehouse
13 21 (30.88%) R
14 20 (29.41%) Finance
14 20 (29.41%) PowerPivot
15 19 (27.94%) SAS
15 19 (27.94%) T-SQL
15 19 (27.94%) Oracle
16 18 (26.47%) Statistics
16 18 (26.47%) Mathematics
17 17 (25.00%) Big Data
17 17 (25.00%) Data Modelling
17 17 (25.00%) Cognos
18 16 (23.53%) SQL Server 2008
18 16 (23.53%) Degree
18 16 (23.53%) SQL Server 2012

Data Mining
Top Related IT Skills in Hampshire by Category

For the 6 months to 4 September 2015, IT jobs across the Hampshire region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 19 (27.94%) SAS
Applications
1 43 (63.24%) SPSS
2 30 (44.12%) MS Excel
3 27 (39.71%) MS PowerPoint
4 20 (29.41%) PowerPivot
5 6 (8.82%) GNU Octave
5 6 (8.82%) MS Office
Business Applications
1 5 (7.35%) Oracle EBS
2 1 (1.47%) Tesseract
2 1 (1.47%) Dynamics CRM
2 1 (1.47%) SAP Business One
Communications & Networking
1 1 (1.47%) LAN
1 1 (1.47%) VoIP
1 1 (1.47%) WAN
1 1 (1.47%) VPN
1 1 (1.47%) Internet
Database & Business Intelligence
1 31 (45.59%) SQL Server
2 24 (35.29%) QlikView
3 21 (30.88%) SQL Server Integration Services
3 21 (30.88%) Data Warehouse
3 21 (30.88%) Oracle BI EE
4 17 (25.00%) Big Data
5 16 (23.53%) SQL Server 2012
5 16 (23.53%) SQL Server 2008
6 13 (19.12%) SQL Server 2005
7 12 (17.65%) Cognos Report Studio
8 11 (16.18%) Enterprise Data Warehouse
8 11 (16.18%) Cognos Impromptu
8 11 (16.18%) RDBMS
8 11 (16.18%) Oracle ODI
8 11 (16.18%) Oracle Database
8 11 (16.18%) Relational Database
9 9 (13.24%) SQL Server Reporting Services
10 7 (10.29%) Cognos Framework Manager
10 7 (10.29%) SQL Server Analysis Services
11 5 (7.35%) Data Mart
Development Applications
1 11 (16.18%) ERwin
2 1 (1.47%) Visual Studio
General
1 20 (29.41%) Finance
2 13 (19.12%) Marketing
3 2 (2.94%) Retail
4 1 (1.47%) Telecoms
Job Titles
1 28 (41.18%) Analyst
2 20 (29.41%) Developer
3 14 (20.59%) Data Scientist
4 11 (16.18%) Enterprise Data Architect
4 11 (16.18%) Enterprise Architect
4 11 (16.18%) Data Architect
4 11 (16.18%) Architect
5 8 (11.76%) Senior Analyst
5 8 (11.76%) Business Intelligence Developer
6 7 (10.29%) Business Intelligence Analyst
6 7 (10.29%) Analyst Developer
6 7 (10.29%) Business Analyst
6 7 (10.29%) Insight Analyst
7 5 (7.35%) Business Developer
7 5 (7.35%) Data Analyst
7 5 (7.35%) Senior Developer
7 5 (7.35%) Senior Analyst Developer
7 5 (7.35%) Financial Analyst
7 5 (7.35%) Senior Financial Analyst
8 3 (4.41%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 6 (8.82%) .NET
2 3 (4.41%) .NET Framework
3 2 (2.94%) ASP.NET
3 2 (2.94%) X-Windows
Miscellaneous
1 28 (41.18%) Analytical Skills
2 22 (32.35%) Visualisation
3 18 (26.47%) Statistics
3 18 (26.47%) Mathematics
4 13 (19.12%) Economics
5 12 (17.65%) Computer Science
6 7 (10.29%) Algorithms
7 5 (7.35%) Management Information System
8 4 (5.88%) Neural Network
8 4 (5.88%) Physics
8 4 (5.88%) User Experience
9 3 (4.41%) Credit Risk
Operating Systems
1 4 (5.88%) Windows
2 3 (4.41%) Linux
2 3 (4.41%) UNIX
Processes & Methodologies
1 49 (72.06%) Business Intelligence
2 36 (52.94%) Analytics
3 17 (25.00%) Data Modelling
4 14 (20.59%) ETL
5 13 (19.12%) Statistical Modelling
6 11 (16.18%) Data Governance
6 11 (16.18%) Data Architecture
6 11 (16.18%) Mentoring
6 11 (16.18%) Logical Data Model
6 11 (16.18%) Physical Data Model
6 11 (16.18%) Database Theory
7 10 (14.71%) Multivariate Testing
8 9 (13.24%) CHAID
8 9 (13.24%) Logistic Regression
9 8 (11.76%) Stakeholder Management
9 8 (11.76%) Predictive Modelling
10 6 (8.82%) Machine Learning
10 6 (8.82%) Data Analysis
11 5 (7.35%) Predictive Analytics
11 5 (7.35%) Kimball Methodology
Programming Languages
1 53 (77.94%) SQL
2 29 (42.65%) VBA
3 21 (30.88%) R
4 19 (27.94%) T-SQL
5 11 (16.18%) Python
6 3 (4.41%) Shell Script
6 3 (4.41%) MATLAB
6 3 (4.41%) Ruby
6 3 (4.41%) JavaScript
7 2 (2.94%) C#
8 1 (1.47%) VB
8 1 (1.47%) VB.NET
Qualifications
1 16 (23.53%) Degree
2 5 (7.35%) CIMA
3 3 (4.41%) SC Cleared
3 3 (4.41%) Security Cleared
Vendors
1 38 (55.88%) Microsoft
2 29 (42.65%) Tableau
3 19 (27.94%) Oracle
4 17 (25.00%) Cognos
5 14 (20.59%) IBM
6 13 (19.12%) Netezza
7 4 (5.88%) RapidMiner
8 3 (4.41%) Hortonworks
8 3 (4.41%) Cloudera
8 3 (4.41%) MapR
8 3 (4.41%) Teradata
9 1 (1.47%) TOWER Software
9 1 (1.47%) SAP