The table below looks at the statistics for Data Mining skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 361 335 403
Rank change year-on-year
-26 +68
Permanent jobs citing Data Mining 43 143 75
As % of all permanent IT jobs located in the South East 0.27% 0.66% 0.34%
As % of the Database & Business Intelligence category 0.93% 1.97% 1.18%
Number of salaries quoted 41 104 51
Median salary £50,000 £50,000 £42,500
Median salary % change year-on-year
- +17.64%
90% offered a salary of more than £40,000 £35,000 £32,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
England

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 South East region.

Database & Business Intelligence Category
South East
Permanent IT job ads with a match in the
Database & Business Intelligence category
4641 7254 6376
As % of all permanent IT jobs located in the South East 28.73% 33.30% 28.84%
Number of salaries quoted 4097 6202 5391
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £64,000 £60,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in the South East

The demand trend of job ads across the South East 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 the South East

Data Mining
Salary Trend in the South East

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

Data Mining Salary Trend in the South East

Data Mining
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Data Mining across the South East region over the 3 months to 4 December 2016.

Data Mining Salary Histogram in the South East

Data Mining
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South East region over the 3 months to 4 December 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
Surrey +1 11 £60,000 +50.00% 1
Hampshire -23 10 £41,250 -32.65% 2
Berkshire +34 8 £45,000 - 1
Oxfordshire +4 7 £50,000 -13.04%
West Sussex +22 1 £51,500 +28.75%
Buckinghamshire +18 1 - -
Kent +16 1 £42,500 -
Home Counties - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 4 December 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 South East region with a requirement for Data Mining.

1 63 (53.85%) Analytics
2 57 (48.72%) SQL
3 40 (34.19%) Java
4 34 (29.06%) Python
4 34 (29.06%) Machine Learning
5 31 (26.50%) Analytical Skills
5 31 (26.50%) Business Intelligence
6 30 (25.64%) ETL
6 30 (25.64%) Linux
6 30 (25.64%) Agile Software Development
7 28 (23.93%) SQL Server
8 26 (22.22%) Statistics
9 25 (21.37%) MySQL
10 24 (20.51%) Apache Spark
10 24 (20.51%) Big Data
11 22 (18.80%) MVC
11 22 (18.80%) Spring
11 22 (18.80%) Degree
11 22 (18.80%) NoSQL
12 21 (17.95%) Node.js
12 21 (17.95%) Mathematics
12 21 (17.95%) MS Excel
12 21 (17.95%) Microsoft
12 21 (17.95%) Low Latency
13 19 (16.24%) Data Integration
13 19 (16.24%) Mobile Development
14 18 (15.38%) Scala
14 18 (15.38%) Finance
14 18 (15.38%) T-SQL
15 17 (14.53%) Data Modelling

Data Mining
Top Related IT Skills in the South East 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 24 (20.51%) Apache Spark
2 15 (12.82%) Apache Pig
3 3 (2.56%) Oracle SOA Suite
3 3 (2.56%) SAS
4 1 (0.85%) Apache
Applications
1 21 (17.95%) MS Excel
2 1 (0.85%) MS Office
2 1 (0.85%) SPSS
Business Applications
1 10 (8.55%) Sentinel
Cloud Services
1 11 (9.40%) Office 365
2 5 (4.27%) Adobe Analytics
2 5 (4.27%) Amazon AWS
3 4 (3.42%) AdWords
3 4 (3.42%) Google Analytics
4 1 (0.85%) Microsoft Azure
4 1 (0.85%) PaaS
Communications & Networking
1 4 (3.42%) Firewall
2 3 (2.56%) Cisco ASA
2 3 (2.56%) Cisco Nexus
2 3 (2.56%) Network Security
2 3 (2.56%) TCP/IP
Database & Business Intelligence
1 28 (23.93%) SQL Server
2 25 (21.37%) MySQL
3 24 (20.51%) Big Data
4 22 (18.80%) NoSQL
5 17 (14.53%) Hadoop
5 17 (14.53%) SQL Server Integration Services
6 16 (13.68%) Apache Hive
6 16 (13.68%) Data Warehouse
7 15 (12.82%) SQL Server Reporting Services
8 12 (10.26%) Redis
8 12 (10.26%) SQL Server 2012
9 11 (9.40%) HBase
10 9 (7.69%) BusinessObjects
11 7 (5.98%) Apache Cassandra
12 6 (5.13%) Relational Database
13 5 (4.27%) MongoDB
13 5 (4.27%) QlikView
13 5 (4.27%) SQL Server Analysis Services
14 4 (3.42%) Pentaho
14 4 (3.42%) PowerPivot
Development Applications
1 8 (6.84%) Git (software)
2 6 (5.13%) Vagrant
3 4 (3.42%) Talend Open Studio
4 1 (0.85%) Eclipse
4 1 (0.85%) NetBeans
4 1 (0.85%) Subversion
4 1 (0.85%) Team Foundation Server
General
1 18 (15.38%) Finance
2 8 (6.84%) Marketing
3 4 (3.42%) Advertising
4 2 (1.71%) Local Government
5 1 (0.85%) Automotive
5 1 (0.85%) Banking
5 1 (0.85%) Legal
5 1 (0.85%) Publishing
5 1 (0.85%) Retail
Job Titles
1 52 (44.44%) Developer
2 20 (17.09%) Java Developer
3 18 (15.38%) Senior Developer
4 17 (14.53%) Analyst
5 14 (11.97%) DBA
5 14 (11.97%) SQL DBA
6 13 (11.11%) Node.js Developer
6 13 (11.11%) Senior Java Developer
7 12 (10.26%) Python Developer
7 12 (10.26%) Senior Python Developer
8 10 (8.55%) Java Scala Developer
8 10 (8.55%) Polyglot Developer
8 10 (8.55%) Programmer
8 10 (8.55%) Scala Developer
8 10 (8.55%) Senior Java Scala Developer
8 10 (8.55%) Senior Scala Developer
8 10 (8.55%) Software Developer
9 9 (7.69%) Business Intelligence Lead
9 9 (7.69%) Technical Leader
10 7 (5.98%) Data Analyst
Libraries, Frameworks & Software Standards
1 22 (18.80%) Spring
2 21 (17.95%) Node.js
3 16 (13.68%) SOAP
4 14 (11.97%) Samza
5 12 (10.26%) CSS
5 12 (10.26%) HTML
5 12 (10.26%) JMS
6 10 (8.55%) RESTful
7 8 (6.84%) Web Services
8 7 (5.98%) REST
9 5 (4.27%) Boost C++ Libraries
9 5 (4.27%) CSS3
9 5 (4.27%) GWT
9 5 (4.27%) HTML5
9 5 (4.27%) STL
9 5 (4.27%) ZK
10 4 (3.42%) .NET
10 4 (3.42%) .NET Framework
11 3 (2.56%) Kafka
12 2 (1.71%) AngularJS
Miscellaneous
1 31 (26.50%) Analytical Skills
2 26 (22.22%) Statistics
3 21 (17.95%) Mathematics
4 19 (16.24%) Data Integration
5 15 (12.82%) Computer Science
6 12 (10.26%) Algorithms
7 11 (9.40%) Cloud Native
7 11 (9.40%) Physics
7 11 (9.40%) Telematics
8 8 (6.84%) Management Information System
9 5 (4.27%) Enterprise Software
9 5 (4.27%) Hedge funds
10 4 (3.42%) Artificial Intelligence
11 3 (2.56%) Credit Risk
11 3 (2.56%) Data Centre
11 3 (2.56%) Economics
11 3 (2.56%) Neural Network
11 3 (2.56%) PKI
12 2 (1.71%) Data Extraction
12 2 (1.71%) Mobile App
Operating Systems
1 30 (25.64%) Linux
2 2 (1.71%) Android
2 2 (1.71%) Apple iOS
2 2 (1.71%) Unix
2 2 (1.71%) Windows
2 2 (1.71%) Windows Server
Processes & Methodologies
1 63 (53.85%) Analytics
2 34 (29.06%) Machine Learning
3 31 (26.50%) Business Intelligence
4 30 (25.64%) Agile Software Development
4 30 (25.64%) ETL
5 22 (18.80%) MVC
6 21 (17.95%) Low Latency
7 19 (16.24%) Mobile Development
8 17 (14.53%) Data Modelling
8 17 (14.53%) SDLC
9 15 (12.82%) Scrum
10 14 (11.97%) Data Analysis
11 13 (11.11%) Multithreading
12 12 (10.26%) Data Analytics
13 11 (9.40%) Kanban
13 11 (9.40%) MapReduce
13 11 (9.40%) Performance Monitoring
14 10 (8.55%) Open Source
14 10 (8.55%) Time Management
15 8 (6.84%) Root Cause Analysis
Programming Languages
1 57 (48.72%) SQL
2 40 (34.19%) Java
3 34 (29.06%) Python
4 18 (15.38%) Scala
4 18 (15.38%) T-SQL
5 13 (11.11%) Groovy
6 11 (9.40%) PowerShell
6 11 (9.40%) R
7 10 (8.55%) C++
7 10 (8.55%) JavaScript
7 10 (8.55%) Lua
7 10 (8.55%) Shell Script
8 9 (7.69%) PL/SQL
9 8 (6.84%) C
9 8 (6.84%) PHP
10 6 (5.13%) Bash Shell
11 3 (2.56%) C#
12 2 (1.71%) MATLAB
12 2 (1.71%) VBA
13 1 (0.85%) Perl
Qualifications
1 22 (18.80%) Degree
2 5 (4.27%) ISTQB
2 5 (4.27%) ISTQB Advanced Certification
2 5 (4.27%) ISTQB Foundation Certification
3 2 (1.71%) PhD
4 1 (0.85%) MCSA
4 1 (0.85%) Microsoft Certification
Quality Assurance & Compliance
1 10 (8.55%) QA
2 9 (7.69%) Data Quality
3 2 (1.71%) SLA
System Software
1 10 (8.55%) Apache Flume
2 6 (5.13%) Docker
3 4 (3.42%) Active Directory
4 1 (0.85%) HDFS
Systems Management
1 10 (8.55%) Oozie
2 6 (5.13%) Opscode Chef
2 6 (5.13%) Puppet
3 5 (4.27%) Salt
4 2 (1.71%) HP Quality Center
Vendors
1 21 (17.95%) Microsoft
2 9 (7.69%) Oracle
3 7 (5.98%) Cognos
4 5 (4.27%) Adobe
4 5 (4.27%) Sophos
5 4 (3.42%) Google
5 4 (3.42%) Omniture
5 4 (3.42%) Talend
6 3 (2.56%) Cisco
6 3 (2.56%) Salesforce.com
6 3 (2.56%) ServiceNow
7 2 (1.71%) HP
7 2 (1.71%) Informatica
7 2 (1.71%) SAP
8 1 (0.85%) IBM
8 1 (0.85%) LogRhythm
8 1 (0.85%) MapR
8 1 (0.85%) Marketo
8 1 (0.85%) Splunk
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