The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Basingstoke region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 60 55 84
Rank change year-on-year
-5 +29
Permanent jobs citing Data Mining 5 6 1
As % of all permanent IT jobs located in Basingstoke 1.01% 1.32% 0.14%
As % of the Database & Business Intelligence category 3.50% 4.48% 0.50%
Number of salaries quoted 5 6 1
Median salary £35,000 £50,000 £55,000
Median salary % change year-on-year
-30.00% -9.09%
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
Hampshire

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 Basingstoke region.

Database & Business Intelligence Category
Basingstoke
Permanent IT job ads with a match in the
Database & Business Intelligence category
143 134 199
As % of all permanent IT jobs located in Basingstoke 29.01% 29.45% 27.68%
Number of salaries quoted 128 123 197
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £30,000 £25,000 £27,500
10% offered a salary of more than £55,000 £55,000 £59,750
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Mining
Jobs Demand Trend in Basingstoke

The demand trend of job ads across the Basingstoke 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 Basingstoke

Data Mining
Salary Trend in Basingstoke

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

Data Mining Salary Trend in Basingstoke

Data Mining
Top 30 Related IT Skills in Basingstoke

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

1 10 (76.92%) Statistical Modelling
2 7 (53.85%) Machine Learning
2 7 (53.85%) Big Data
2 7 (53.85%) Algorithms
2 7 (53.85%) Mathematics
2 7 (53.85%) Hadoop
3 5 (38.46%) Retail
3 5 (38.46%) Customer Intelligence
3 5 (38.46%) Neural Network
3 5 (38.46%) Marketing
3 5 (38.46%) Degree
3 5 (38.46%) MS Office
3 5 (38.46%) MS Excel
3 5 (38.46%) PhD
3 5 (38.46%) SAS
3 5 (38.46%) Microsoft
3 5 (38.46%) Customer Analysis
3 5 (38.46%) Marketing Strategy
3 5 (38.46%) Splunk
3 5 (38.46%) Customer Insight
4 4 (30.77%) SIEM
4 4 (30.77%) Agile Software Development
5 2 (15.38%) Statistics
5 2 (15.38%) SQL
5 2 (15.38%) Business Intelligence
5 2 (15.38%) OOP
5 2 (15.38%) OO
5 2 (15.38%) MapReduce
5 2 (15.38%) Open Source
5 2 (15.38%) Physics

Data Mining
Top Related IT Skills in Basingstoke 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 5 (38.46%) SAS
2 2 (15.38%) Elasticsearch
3 1 (7.69%) Apache Pig
Applications
1 5 (38.46%) MS Excel
1 5 (38.46%) MS Office
Communications & Networking
1 1 (7.69%) HTTP
1 1 (7.69%) Internet
1 1 (7.69%) Intrusion Detection
1 1 (7.69%) LAN
1 1 (7.69%) WAN
Database & Business Intelligence
1 7 (53.85%) Big Data
1 7 (53.85%) Hadoop
2 1 (7.69%) Apache Hive
General
1 5 (38.46%) Marketing
1 5 (38.46%) Retail
Job Titles
1 7 (53.85%) Data Scientist
2 6 (46.15%) Analyst
3 5 (38.46%) Customer Analyst
3 5 (38.46%) Customer Insight Analyst
3 5 (38.46%) Insight Analyst
4 1 (7.69%) Cybersecurity Analyst
4 1 (7.69%) Research Scientist
4 1 (7.69%) Security Analyst
Miscellaneous
1 7 (53.85%) Algorithms
1 7 (53.85%) Mathematics
2 5 (38.46%) Neural Network
3 2 (15.38%) Computer Science
3 2 (15.38%) Physics
3 2 (15.38%) Statistics
4 1 (7.69%) Analytical Skills
4 1 (7.69%) Cyberthreat
4 1 (7.69%) Management Information System
4 1 (7.69%) Security Operations Centre
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Solaris
1 1 (7.69%) Windows
Processes & Methodologies
1 10 (76.92%) Statistical Modelling
2 7 (53.85%) Machine Learning
3 5 (38.46%) Customer Analysis
3 5 (38.46%) Customer Insight
3 5 (38.46%) Customer Intelligence
3 5 (38.46%) Marketing Strategy
4 4 (30.77%) Agile Software Development
4 4 (30.77%) SIEM
5 2 (15.38%) Analytics
5 2 (15.38%) Business Intelligence
5 2 (15.38%) MapReduce
5 2 (15.38%) OO
5 2 (15.38%) OOP
5 2 (15.38%) Open Source
6 1 (7.69%) Change Management
6 1 (7.69%) Computer Forensics
6 1 (7.69%) Incident Management
6 1 (7.69%) Information Security
6 1 (7.69%) ITIL
6 1 (7.69%) Penetration Testing
Programming Languages
1 2 (15.38%) SQL
2 1 (7.69%) C#
2 1 (7.69%) C++
2 1 (7.69%) Python
2 1 (7.69%) R
Qualifications
1 5 (38.46%) Degree
1 5 (38.46%) PhD
2 1 (7.69%) CISSP
2 1 (7.69%) GCIA
2 1 (7.69%) GCIH
2 1 (7.69%) SANS
2 1 (7.69%) Security Cleared
Vendors
1 5 (38.46%) Microsoft
1 5 (38.46%) Splunk