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 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 169 194 163
Rank change year-on-year
+25 -31
Permanent jobs citing Data Mining 16 13 8
As % of all permanent IT jobs located in Hampshire 0.48% 0.33% 0.23%
As % of the Database & Business Intelligence category 1.40% 0.99% 0.76%
Number of salaries quoted 14 10 8
Average salary £55,000 £32,000 £30,000
Average salary % change year-on-year
+71.87% +6.66%
90% offered a salary of more than £50,000 £23,000 £27,500
10% offered a salary of more than £64,250 £65,500 £50,000
UK excluding London average salary £45,000 £42,500 £37,650
% change year-on-year
+5.88% +12.88%
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
1144 1313 1049
As % of all permanent IT jobs located in Hampshire 34.34% 33.71% 30.69%
Number of salaries quoted 1043 1197 932
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 £30,500 £27,500 £25,500
10% offered a salary of more than £60,000 £55,000 £60,000
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 11 February 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 average salaries quoted in IT jobs citing Data Mining within the Hampshire region over the 3 months to 11 February 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
(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 +19 12 £51,250 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 11 February 2016, 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%) Business Intelligence
2 36 (52.94%) Analytics
3 34 (50.00%) SQL Server
4 31 (45.59%) SQL
5 29 (42.65%) Oracle
5 29 (42.65%) Data Warehouse
6 28 (41.18%) Microsoft
6 28 (41.18%) SPSS
7 27 (39.71%) Big Data
8 25 (36.76%) Data Architecture
9 24 (35.29%) Algorithms
10 23 (33.82%) SQL Server Integration Services
11 21 (30.88%) SQL Server 2008
11 21 (30.88%) T-SQL
11 21 (30.88%) SQL Server 2012
12 18 (26.47%) MS Excel
12 18 (26.47%) Data Modelling
13 17 (25.00%) Statistics
14 16 (23.53%) Mathematics
15 15 (22.06%) ETL
15 15 (22.06%) Cognos
15 15 (22.06%) Oracle BI EE
15 15 (22.06%) Machine Learning
15 15 (22.06%) Analytical Skills
16 14 (20.59%) Oracle ODI
16 14 (20.59%) Oracle Database
16 14 (20.59%) Relational Database
16 14 (20.59%) SQL Server Reporting Services
16 14 (20.59%) Neural Network
16 14 (20.59%) SQL Server Analysis Services

Data Mining
Top Related IT Skills in Hampshire by Category

For the 6 months to 11 February 2016, 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 6 (8.82%) Elasticsearch
1 6 (8.82%) SAS
2 1 (1.47%) Apache Pig
Applications
1 28 (41.18%) SPSS
2 18 (26.47%) MS Excel
3 5 (7.35%) MS PowerPoint
4 2 (2.94%) GNU Octave
Business Applications
1 2 (2.94%) Oracle EBS
Cloud Services
1 1 (1.47%) SaaS
Communications & Networking
1 6 (8.82%) 3GPP
1 6 (8.82%) MVNO
2 2 (2.94%) Internet
2 2 (2.94%) Intrusion Detection
2 2 (2.94%) LAN
2 2 (2.94%) WAN
3 1 (1.47%) HTTP
3 1 (1.47%) VoIP
Database & Business Intelligence
1 34 (50.00%) SQL Server
2 29 (42.65%) Data Warehouse
3 27 (39.71%) Big Data
4 23 (33.82%) SQL Server Integration Services
5 21 (30.88%) SQL Server 2008
5 21 (30.88%) SQL Server 2012
6 15 (22.06%) Oracle BI EE
7 14 (20.59%) Oracle Database
7 14 (20.59%) Oracle ODI
7 14 (20.59%) RDBMS
7 14 (20.59%) Relational Database
7 14 (20.59%) SQL Server Analysis Services
7 14 (20.59%) SQL Server Reporting Services
8 13 (19.12%) Hadoop
8 13 (19.12%) OLAP
8 13 (19.12%) OLTP
9 10 (14.71%) Cognos Report Studio
10 8 (11.76%) Enterprise Data Warehouse
10 8 (11.76%) SQL Server 2005
10 8 (11.76%) SQL Server 2014
Development Applications
1 8 (11.76%) ERwin
General
1 11 (16.18%) Finance
2 8 (11.76%) Telecoms
3 7 (10.29%) Billing
4 2 (2.94%) Marketing
5 1 (1.47%) Manufacturing
5 1 (1.47%) Retail
Job Titles
1 20 (29.41%) Architect
2 16 (23.53%) Developer
3 15 (22.06%) Business Intelligence Developer
4 14 (20.59%) Data Scientist
5 13 (19.12%) Business Developer
6 10 (14.71%) Business Intelligence Architect
7 9 (13.24%) Analyst
7 9 (13.24%) Data Architect
8 8 (11.76%) Enterprise Architect
8 8 (11.76%) Enterprise Data Architect
9 7 (10.29%) Data Manager
10 6 (8.82%) BSS Architect
10 6 (8.82%) Business Intelligence Solutions Architect
10 6 (8.82%) OSS Architect
10 6 (8.82%) Solutions Architect
11 4 (5.88%) Team Leader
12 2 (2.94%) Cognos Developer
12 2 (2.94%) Data Analyst
12 2 (2.94%) SAS Analyst
12 2 (2.94%) Security Analyst
Libraries, Frameworks & Software Standards
1 6 (8.82%) Web Services
2 1 (1.47%) X-Windows
Miscellaneous
1 24 (35.29%) Algorithms
2 17 (25.00%) Statistics
3 16 (23.53%) Mathematics
4 15 (22.06%) Analytical Skills
5 14 (20.59%) Computer Science
5 14 (20.59%) Neural Network
6 10 (14.71%) Applied Mathematics
7 9 (13.24%) Artificial Intelligence
8 5 (7.35%) Visualisation
9 4 (5.88%) Physics
10 3 (4.41%) Management Information System
11 2 (2.94%) Cyberthreat
11 2 (2.94%) Economics
11 2 (2.94%) Security Operations Centre
11 2 (2.94%) User Experience
12 1 (1.47%) Credit Risk
Operating Systems
1 4 (5.88%) Linux
2 3 (4.41%) Windows
3 2 (2.94%) Solaris
3 2 (2.94%) Unix
Processes & Methodologies
1 53 (77.94%) Business Intelligence
2 36 (52.94%) Analytics
3 25 (36.76%) Data Architecture
4 18 (26.47%) Data Modelling
5 15 (22.06%) ETL
5 15 (22.06%) Machine Learning
6 13 (19.12%) Inmon Methodology
6 13 (19.12%) Kimball Methodology
7 12 (17.65%) Information Security
8 11 (16.18%) Statistical Modelling
9 10 (14.71%) Bayesian Methods
9 10 (14.71%) Data Security
9 10 (14.71%) Stakeholder Management
10 9 (13.24%) CHAID
10 9 (13.24%) CRISP-DM
10 9 (13.24%) Linear Regression
10 9 (13.24%) Mentoring
10 9 (13.24%) Monte Carlo Method
10 9 (13.24%) Time Series Forecasting
11 8 (11.76%) Logical Data Model
Programming Languages
1 31 (45.59%) SQL
2 21 (30.88%) T-SQL
3 6 (8.82%) Python
4 5 (7.35%) R
5 4 (5.88%) VBA
6 2 (2.94%) C#
6 2 (2.94%) C++
6 2 (2.94%) JavaScript
6 2 (2.94%) MATLAB
6 2 (2.94%) Ruby
6 2 (2.94%) Shell Script
Qualifications
1 9 (13.24%) Degree
2 5 (7.35%) PhD
3 4 (5.88%) Security Cleared
4 2 (2.94%) BPSS Clearance
4 2 (2.94%) CISSP
4 2 (2.94%) GCIA
4 2 (2.94%) GCIH
4 2 (2.94%) SANS
4 2 (2.94%) SC Cleared
5 1 (1.47%) CIMA
Quality Assurance & Compliance
1 1 (1.47%) SLA
Vendors
1 29 (42.65%) Oracle
2 28 (41.18%) Microsoft
3 15 (22.06%) Cognos
4 13 (19.12%) IBM
5 12 (17.65%) Tableau
6 5 (7.35%) Splunk
7 3 (4.41%) Netezza
8 2 (2.94%) Cloudera
8 2 (2.94%) Hortonworks
8 2 (2.94%) MapR
8 2 (2.94%) Teradata
9 1 (1.47%) Brio
9 1 (1.47%) Hyperion