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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 170 169 178
Rank change year-on-year
-1 +9
Permanent jobs citing Data Mining 15 23 16
As % of all permanent IT jobs located in Hampshire 0.46% 0.63% 0.40%
As % of the Database & Business Intelligence category 1.32% 1.74% 1.32%
Number of salaries quoted 15 19 13
Median salary £35,000 £50,000 £50,000
Median salary % change year-on-year
-30.00% -
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
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
1137 1325 1215
As % of all permanent IT jobs located in Hampshire 34.55% 36.06% 30.12%
Number of salaries quoted 1048 1145 1069
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Data Mining as a proportion of all IT jobs with a match in 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 30 May 2016.

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 median salaries quoted in IT jobs citing Data Mining within the Hampshire region over the 3 months to 30 May 2016. 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
(Click see detailed
statistics and trends)
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
Southampton +8 6 £40,000 +14.28%
Basingstoke -8 5 £35,000 -30.00%
Romsey - 2 £35,000 - 1
Havant +6 1 £96,000 - 3
Andover - 1 £50,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 30 May 2016, 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 12 (48.00%) SQL
2 10 (40.00%) Business Intelligence
3 9 (36.00%) MS Excel
3 9 (36.00%) Degree
3 9 (36.00%) Mathematics
3 9 (36.00%) Statistical Modelling
4 8 (32.00%) Algorithms
4 8 (32.00%) Machine Learning
4 8 (32.00%) SQL Server
5 7 (28.00%) Microsoft
5 7 (28.00%) Big Data
6 6 (24.00%) Hadoop
6 6 (24.00%) Marketing
6 6 (24.00%) Retail
6 6 (24.00%) Neural Network
6 6 (24.00%) SAS
6 6 (24.00%) Python
7 5 (20.00%) Customer Intelligence
7 5 (20.00%) Data Warehouse
7 5 (20.00%) MS Office
7 5 (20.00%) SAP
7 5 (20.00%) SQL Server Reporting Services
7 5 (20.00%) Data Analysis
7 5 (20.00%) Customer Analysis
7 5 (20.00%) Customer Insight
7 5 (20.00%) Marketing Strategy
8 4 (16.00%) PowerPivot
8 4 (16.00%) Splunk
8 4 (16.00%) SAP Business One
8 4 (16.00%) C#

Data Mining
Top Related 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 6 (24.00%) SAS
2 2 (8.00%) Elasticsearch
3 1 (4.00%) Apache Pig
Applications
1 9 (36.00%) MS Excel
2 5 (20.00%) MS Office
Business Applications
1 4 (16.00%) SAP Business One
2 2 (8.00%) Dynamics CRM
2 2 (8.00%) Tesseract
3 1 (4.00%) Cognos Business Intelligence
3 1 (4.00%) Oracle EBS
Cloud Services
1 1 (4.00%) SaaS
Communications & Networking
1 1 (4.00%) Internet
1 1 (4.00%) Intrusion Detection
1 1 (4.00%) LAN
1 1 (4.00%) WAN
Database & Business Intelligence
1 8 (32.00%) SQL Server
2 7 (28.00%) Big Data
3 6 (24.00%) Hadoop
4 5 (20.00%) Data Warehouse
4 5 (20.00%) SQL Server Reporting Services
5 4 (16.00%) Crystal Reports
5 4 (16.00%) PowerPivot
6 3 (12.00%) OLAP
6 3 (12.00%) OLTP
7 2 (8.00%) SQL Server Integration Services
8 1 (4.00%) Apache Hive
8 1 (4.00%) Cognos Framework Manager
8 1 (4.00%) Cognos Report Studio
8 1 (4.00%) Data Mart
8 1 (4.00%) MySQL
8 1 (4.00%) Power BI
8 1 (4.00%) QlikView
8 1 (4.00%) SQL Server Analysis Services
Development Applications
1 3 (12.00%) Git (software)
1 3 (12.00%) Subversion
1 3 (12.00%) Team Foundation Server
General
1 6 (24.00%) Marketing
1 6 (24.00%) Retail
2 1 (4.00%) Manufacturing
2 1 (4.00%) Telecoms
Job Titles
1 11 (44.00%) Analyst
2 6 (24.00%) Data Scientist
3 5 (20.00%) Customer Analyst
3 5 (20.00%) Customer Insight Analyst
3 5 (20.00%) Developer
3 5 (20.00%) Insight Analyst
4 4 (16.00%) Data Analyst
4 4 (16.00%) Report Analyst
5 2 (8.00%) C++ Software Engineer
5 2 (8.00%) Database Developer
5 2 (8.00%) MATLAB Engineer
5 2 (8.00%) Python Software Engineer
5 2 (8.00%) Software Engineer
5 2 (8.00%) SQL Developer
5 2 (8.00%) SQL Server Developer
6 1 (4.00%) Cognos BI Developer
6 1 (4.00%) Cognos Developer
6 1 (4.00%) Cybersecurity Analyst
6 1 (4.00%) Head of Business Intelligence
6 1 (4.00%) Research Scientist
Libraries, Frameworks & Software Standards
1 3 (12.00%) .NET
2 1 (4.00%) CSS
2 1 (4.00%) Dapper ORM
2 1 (4.00%) EJB
2 1 (4.00%) Entity Framework
2 1 (4.00%) Hibernate
2 1 (4.00%) HTML
2 1 (4.00%) jQuery
2 1 (4.00%) LINQ
2 1 (4.00%) LINQ to SQL
2 1 (4.00%) MDX
Miscellaneous
1 9 (36.00%) Mathematics
2 8 (32.00%) Algorithms
3 6 (24.00%) Neural Network
4 3 (12.00%) Analytical Skills
4 3 (12.00%) Statistics
5 2 (8.00%) Artificial Intelligence
5 2 (8.00%) Computer Science
5 2 (8.00%) Physics
6 1 (4.00%) Cyberthreat
6 1 (4.00%) Enterprise Software
6 1 (4.00%) Management Information System
6 1 (4.00%) Security Operations Centre
Operating Systems
1 1 (4.00%) Linux
1 1 (4.00%) Solaris
1 1 (4.00%) Windows
Processes & Methodologies
1 10 (40.00%) Business Intelligence
2 9 (36.00%) Statistical Modelling
3 8 (32.00%) Machine Learning
4 5 (20.00%) Customer Analysis
4 5 (20.00%) Customer Insight
4 5 (20.00%) Customer Intelligence
4 5 (20.00%) Data Analysis
4 5 (20.00%) Marketing Strategy
5 4 (16.00%) CRM
6 3 (12.00%) Agile Software Development
6 3 (12.00%) Analytics
6 3 (12.00%) Database Security
6 3 (12.00%) OO
6 3 (12.00%) OOP
6 3 (12.00%) Refactoring
6 3 (12.00%) Reverse Engineering
6 3 (12.00%) SIEM
6 3 (12.00%) Unit Testing
7 2 (8.00%) MapReduce
7 2 (8.00%) Open Source
Programming Languages
1 12 (48.00%) SQL
2 6 (24.00%) Python
3 4 (16.00%) C#
4 3 (12.00%) C++
4 3 (12.00%) Java
4 3 (12.00%) Ruby
4 3 (12.00%) T-SQL
4 3 (12.00%) VB.NET
5 2 (8.00%) C
5 2 (8.00%) MATLAB
5 2 (8.00%) R
5 2 (8.00%) VBA
6 1 (4.00%) Data Mining Extensions (DMX)
6 1 (4.00%) JavaScript
6 1 (4.00%) PHP
6 1 (4.00%) PowerShell
6 1 (4.00%) Scala
Qualifications
1 9 (36.00%) Degree
2 4 (16.00%) PhD
3 2 (8.00%) Security Cleared
4 1 (4.00%) CISSP
4 1 (4.00%) GCIA
4 1 (4.00%) GCIH
4 1 (4.00%) SANS
4 1 (4.00%) SC Cleared
Vendors
1 7 (28.00%) Microsoft
2 5 (20.00%) SAP
3 4 (16.00%) Splunk
4 2 (8.00%) Cognos
5 1 (4.00%) IBM
5 1 (4.00%) Oracle
Havant, Hampshire
Certes Computing Ltd
Salary: Excellent benefits
Posted: Yesterday
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: 3 days ago
Portsmouth, Hampshire
Computer People
Salary: £30000.00 - £35000.00 per annum
Posted: 5 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £45000.00 per annum + benefits and flexible working
Posted: 14 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago