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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 339 329 381
Rank change year-on-year
-10 +52
Permanent jobs citing Data Mining 87 143 77
As % of all permanent IT jobs located in the South East 0.50% 0.68% 0.36%
As % of the Database & Business Intelligence category 1.71% 2.09% 1.18%
Number of salaries quoted 76 119 61
Median salary £45,000 £47,500 £45,250
Median salary % change year-on-year
-5.26% +4.97%
90% offered a salary of more than £32,500 £32,300 £26,000
10% offered a salary of more than £70,000 £65,500 £71,500
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
5101 6848 6539
As % of all permanent IT jobs located in the South East 29.21% 32.49% 30.15%
Number of salaries quoted 4399 5910 5388
Median salary £47,500 £43,500 £42,500
Median salary % change year-on-year
+9.19% +2.35%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 28 September 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 28 September 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 +47 34 £60,000 +20.00% 4
Hampshire -9 22 £40,000 -20.00% 3
Oxfordshire +4 16 £50,000 +53.84% 1
Berkshire -4 9 £45,000 -10.00%
Kent +12 3 £50,000 +69.49% 1
West Sussex +8 2 £29,500 -37.89%
East Sussex +8 1 £29,500 -26.25%
Buckinghamshire +5 1 £42,500 -5.55% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 28 September 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 91 (50.56%) SQL
2 63 (35.00%) Analytics
3 52 (28.89%) Java
4 45 (25.00%) SQL Server
5 44 (24.44%) Agile Software Development
5 44 (24.44%) Analytical Skills
6 42 (23.33%) Python
7 40 (22.22%) Machine Learning
8 39 (21.67%) Degree
9 38 (21.11%) Linux
10 37 (20.56%) ETL
11 35 (19.44%) Business Intelligence
11 35 (19.44%) Finance
12 34 (18.89%) Microsoft
12 34 (18.89%) MS Excel
12 34 (18.89%) Statistics
13 32 (17.78%) Apache Spark
14 31 (17.22%) Big Data
15 30 (16.67%) SDLC
16 26 (14.44%) Hadoop
16 26 (14.44%) NoSQL
16 26 (14.44%) MySQL
17 24 (13.33%) R
18 23 (12.78%) Apache Hive
18 23 (12.78%) HTML
18 23 (12.78%) CSS
18 23 (12.78%) MVC
19 22 (12.22%) Mathematics
19 22 (12.22%) Data Analysis
19 22 (12.22%) Algorithms

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 32 (17.78%) Apache Spark
2 21 (11.67%) Apache Pig
3 13 (7.22%) SAS
4 7 (3.89%) Apache
Applications
1 34 (18.89%) MS Excel
2 6 (3.33%) MS Office
3 5 (2.78%) SPSS
4 2 (1.11%) Spreadsheet
Business Applications
1 10 (5.56%) Sentinel
2 5 (2.78%) SAP Oil and Gas
3 1 (0.56%) Cognos Business Intelligence
Cloud Services
1 11 (6.11%) Office 365
2 6 (3.33%) Adobe Analytics
3 5 (2.78%) AdWords
4 3 (1.67%) Amazon AWS
5 2 (1.11%) SuccessFactors
6 1 (0.56%) Google Analytics
6 1 (0.56%) Microsoft Azure
6 1 (0.56%) PaaS
6 1 (0.56%) SaaS
Communications & Networking
1 5 (2.78%) Firewall
2 3 (1.67%) Cisco ASA
2 3 (1.67%) Cisco Nexus
2 3 (1.67%) Network Security
2 3 (1.67%) TCP/IP
Database & Business Intelligence
1 45 (25.00%) SQL Server
2 31 (17.22%) Big Data
3 26 (14.44%) Hadoop
3 26 (14.44%) MySQL
3 26 (14.44%) NoSQL
4 23 (12.78%) Apache Hive
5 22 (12.22%) Relational Database
6 20 (11.11%) Data Warehouse
7 18 (10.00%) SQL Server Integration Services
7 18 (10.00%) SQL Server Reporting Services
8 15 (8.33%) BusinessObjects
8 15 (8.33%) HBase
9 12 (6.67%) DB2
10 11 (6.11%) Apache Cassandra
10 11 (6.11%) SQL Server 2012
11 10 (5.56%) RDBMS
11 10 (5.56%) Redis
12 8 (4.44%) MongoDB
13 6 (3.33%) MS Access
14 4 (2.22%) SQL Server Analysis Services
Development Applications
1 9 (5.00%) Git (software)
2 6 (3.33%) Vagrant
3 2 (1.11%) Eclipse
3 2 (1.11%) NetBeans
3 2 (1.11%) Visual Studio
4 1 (0.56%) Appcelerator Titanium
4 1 (0.56%) Subversion
4 1 (0.56%) Talend Open Studio
General
1 35 (19.44%) Finance
2 15 (8.33%) Marketing
3 8 (4.44%) Retail
4 5 (2.78%) Advertising
5 3 (1.67%) Legal
5 3 (1.67%) Telecoms
6 2 (1.11%) Billing
6 2 (1.11%) Manufacturing
7 1 (0.56%) Local Government
Job Titles
1 57 (31.67%) Developer
2 34 (18.89%) Analyst
3 19 (10.56%) Java Developer
3 19 (10.56%) Senior Developer
4 15 (8.33%) Architect
4 15 (8.33%) DBA
4 15 (8.33%) SQL DBA
5 13 (7.22%) Node.js Developer
5 13 (7.22%) Senior Java Developer
6 12 (6.67%) Business Intelligence Architect
6 12 (6.67%) Python Developer
6 12 (6.67%) Senior Python Developer
7 11 (6.11%) Software Developer
8 10 (5.56%) Java Scala Developer
8 10 (5.56%) Polyglot Developer
8 10 (5.56%) Programmer
8 10 (5.56%) Scala Developer
8 10 (5.56%) Senior Analyst
8 10 (5.56%) Senior Java Scala Developer
8 10 (5.56%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 23 (12.78%) CSS
1 23 (12.78%) HTML
2 20 (11.11%) Spring
3 19 (10.56%) Node.js
4 15 (8.33%) SOAP
5 14 (7.78%) Samza
6 11 (6.11%) RESTful
7 10 (5.56%) JMS
8 9 (5.00%) Natural Language Processing
9 8 (4.44%) Web Services
10 7 (3.89%) Cascading
10 7 (3.89%) CSS3
10 7 (3.89%) HTML5
10 7 (3.89%) Kafka
11 6 (3.33%) .NET
11 6 (3.33%) .NET Framework
11 6 (3.33%) REST
11 6 (3.33%) XML
12 5 (2.78%) Boost C++ Libraries
12 5 (2.78%) STL
Miscellaneous
1 44 (24.44%) Analytical Skills
2 34 (18.89%) Statistics
3 22 (12.22%) Algorithms
3 22 (12.22%) Mathematics
4 21 (11.67%) Computer Science
5 19 (10.56%) Data Integration
6 12 (6.67%) Artificial Intelligence
6 12 (6.67%) Neural Network
7 11 (6.11%) Telematics
8 9 (5.00%) Cloud Native
9 8 (4.44%) Data Structures
10 6 (3.33%) Virtual Team
11 5 (2.78%) Enterprise Software
11 5 (2.78%) Hedge funds
11 5 (2.78%) Management Information System
11 5 (2.78%) Physics
12 3 (1.67%) Data Centre
12 3 (1.67%) Economics
12 3 (1.67%) Performance Metrics
12 3 (1.67%) PKI
Operating Systems
1 38 (21.11%) Linux
2 10 (5.56%) Windows
3 9 (5.00%) Unix
4 3 (1.67%) Windows Server
Processes & Methodologies
1 63 (35.00%) Analytics
2 44 (24.44%) Agile Software Development
3 40 (22.22%) Machine Learning
4 37 (20.56%) ETL
5 35 (19.44%) Business Intelligence
6 30 (16.67%) SDLC
7 23 (12.78%) MVC
8 22 (12.22%) Data Analysis
9 21 (11.67%) Scrum
10 20 (11.11%) Data Modelling
10 20 (11.11%) MapReduce
11 19 (10.56%) Coaching
11 19 (10.56%) Low Latency
11 19 (10.56%) Mobile Development
12 15 (8.33%) Statistical Modelling
13 13 (7.22%) Mentoring
14 12 (6.67%) Data Analytics
14 12 (6.67%) Information Retrieval
14 12 (6.67%) Project Management
14 12 (6.67%) SOA
Programming Languages
1 91 (50.56%) SQL
2 52 (28.89%) Java
3 42 (23.33%) Python
4 24 (13.33%) R
5 19 (10.56%) Scala
5 19 (10.56%) Shell Script
5 19 (10.56%) T-SQL
6 17 (9.44%) C++
7 16 (8.89%) C#
8 15 (8.33%) C
8 15 (8.33%) JavaScript
9 14 (7.78%) PL/SQL
10 11 (6.11%) Groovy
10 11 (6.11%) PowerShell
11 10 (5.56%) Lua
11 10 (5.56%) MATLAB
12 9 (5.00%) PHP
13 7 (3.89%) Perl
14 6 (3.33%) Bash Shell
15 3 (1.67%) VBA
Qualifications
1 39 (21.67%) Degree
2 5 (2.78%) ISTQB
2 5 (2.78%) ISTQB Advanced Certification
2 5 (2.78%) ISTQB Foundation Certification
3 3 (1.67%) PhD
4 2 (1.11%) SC Cleared
4 2 (1.11%) Security Cleared
5 1 (0.56%) ISEB
5 1 (0.56%) PMI Certification
5 1 (0.56%) PMP
Quality Assurance & Compliance
1 20 (11.11%) QA
2 3 (1.67%) Data Quality
3 2 (1.11%) SLA
System Software
1 9 (5.00%) Apache Flume
2 6 (3.33%) Docker
3 3 (1.67%) Active Directory
4 2 (1.11%) HDFS
Systems Management
1 9 (5.00%) Oozie
2 6 (3.33%) Opscode Chef
2 6 (3.33%) Puppet
3 5 (2.78%) Salt
4 1 (0.56%) Host Intrusion Detection System
Vendors
1 34 (18.89%) Microsoft
2 21 (11.67%) Oracle
3 14 (7.78%) Cognos
4 8 (4.44%) SAP
5 7 (3.89%) Sophos
6 6 (3.33%) Adobe
7 5 (2.78%) Omniture
8 3 (1.67%) Cisco
8 3 (1.67%) Google
8 3 (1.67%) ServiceNow
9 2 (1.11%) Cadence
9 2 (1.11%) Salesforce.com
9 2 (1.11%) Tableau
10 1 (0.56%) Alteryx
10 1 (0.56%) IBM
10 1 (0.56%) LogRhythm
10 1 (0.56%) MapR
10 1 (0.56%) Splunk
10 1 (0.56%) Talend
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 2 days ago
Redhill, Surrey
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 5 days ago
Surrey
ECM Selection
Salary: to £35k DoE
Posted: 6 days ago
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £35000.00 per annum + benefits
Posted: 5 days ago
Oxford
Oxford Brookes University
Salary: £41,255 to £46,414
Posted: 23 days ago
Redhill
Deerfoot IT Resources Ltd
Salary: £50000 - £55000 per annum
Posted: 16 days ago
Folkestone
Deerfoot IT Resources Ltd
Salary: £50000 - £55000 per annum
Posted: 20 days ago