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 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 324 383 412
Rank change year-on-year
+59 +29
Permanent jobs citing Data Mining 111 86 74
As % of all permanent IT jobs located in the South East 0.61% 0.41% 0.31%
As % of the Database & Business Intelligence category 1.93% 1.29% 1.00%
Number of salaries quoted 92 51 67
Median salary £45,000 £45,000 £50,000
Median salary % change year-on-year
- -10.00%
90% offered a salary of more than £34,000 £30,100 £32,800
10% offered a salary of more than £78,500 £69,250 £60,400
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
5742 6652 7367
As % of all permanent IT jobs located in the South East 31.45% 31.92% 31.33%
Number of salaries quoted 5126 5653 6373
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
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 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 30 May 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 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
Surrey +49 41 £40,000 -20.00% 2
Berkshire +13 29 £66,250 +15.21% 6
Hampshire -1 15 £35,000 -30.00% 6
Oxfordshire +1 13 £52,500 +23.52%
Buckinghamshire +24 5 £31,250 -30.55%
East Sussex +21 2 £45,000 +100.00%
Middlesex +7 2 £56,000 +64.70%
Sussex +9 1 £37,500 -40.00%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

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 South East region with a requirement for Data Mining.

1 115 (47.72%) SQL
2 76 (31.54%) SQL Server
3 68 (28.22%) Finance
4 63 (26.14%) Oracle
5 61 (25.31%) Java
6 56 (23.24%) Degree
7 53 (21.99%) Agile Software Development
8 52 (21.58%) Data Warehouse
9 51 (21.16%) Business Intelligence
9 51 (21.16%) Analytical Skills
10 50 (20.75%) Microsoft
11 49 (20.33%) Analytics
12 47 (19.50%) Big Data
13 41 (17.01%) Machine Learning
13 41 (17.01%) Python
14 40 (16.60%) MS Excel
15 37 (15.35%) Data Modelling
16 34 (14.11%) Relational Database
16 34 (14.11%) Hadoop
17 33 (13.69%) ETL
18 32 (13.28%) JavaScript
18 32 (13.28%) R
19 29 (12.03%) QA
19 29 (12.03%) MySQL
20 28 (11.62%) Management Information System
21 27 (11.20%) SQL Server Reporting Services
21 27 (11.20%) Windows
21 27 (11.20%) Mentoring
22 26 (10.79%) Coaching
22 26 (10.79%) Linux

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 26 (10.79%) SAS
2 19 (7.88%) Apache Spark
3 12 (4.98%) Apache Pig
4 8 (3.32%) Apache
5 4 (1.66%) MS Exchange
5 4 (1.66%) Skype for Business
6 3 (1.24%) Node.js
7 2 (0.83%) Elasticsearch
7 2 (0.83%) SharePoint
8 1 (0.41%) IIS
8 1 (0.41%) SharePoint 2013
Applications
1 40 (16.60%) MS Excel
2 11 (4.56%) MS Office
3 7 (2.90%) Spreadsheet
3 7 (2.90%) SPSS
4 5 (2.07%) MS Project
4 5 (2.07%) MS Visio
5 3 (1.24%) MS PowerPoint
Business Applications
1 7 (2.90%) Dynamics CRM
1 7 (2.90%) Oracle 11i
2 5 (2.07%) SAP Oil and Gas
3 4 (1.66%) SAP Business One
4 3 (1.24%) Adobe Campaign
4 3 (1.24%) Sentinel
5 2 (0.83%) CSG Singleview
5 2 (0.83%) Tesseract
6 1 (0.41%) Cognos Business Intelligence
6 1 (0.41%) Hyperion Enterprise
6 1 (0.41%) Oracle EBS
Cloud Services
1 9 (3.73%) Amazon AWS
2 8 (3.32%) SaaS
3 6 (2.49%) Cloud Computing
3 6 (2.49%) IaaS
3 6 (2.49%) PaaS
4 3 (1.24%) Google Analytics
5 2 (0.83%) SuccessFactors
6 1 (0.41%) Microsoft Azure
6 1 (0.41%) Office 365
Communications & Networking
1 8 (3.32%) Firewall
2 5 (2.07%) LAN
3 4 (1.66%) SAN
3 4 (1.66%) Unified Communications
3 4 (1.66%) Wi-Fi
3 4 (1.66%) WLAN
4 3 (1.24%) Internet
5 1 (0.41%) Intrusion Detection
5 1 (0.41%) Remote Desktop
5 1 (0.41%) VPN
5 1 (0.41%) WAN
Database & Business Intelligence
1 76 (31.54%) SQL Server
2 52 (21.58%) Data Warehouse
3 47 (19.50%) Big Data
4 34 (14.11%) Hadoop
4 34 (14.11%) Relational Database
5 29 (12.03%) MySQL
6 27 (11.20%) SQL Server Reporting Services
7 24 (9.96%) SQL Server Integration Services
8 22 (9.13%) NoSQL
9 20 (8.30%) Apache Hive
9 20 (8.30%) BusinessObjects
10 17 (7.05%) SQL Server Analysis Services
11 16 (6.64%) MongoDB
12 14 (5.81%) RDBMS
13 13 (5.39%) DB2
13 13 (5.39%) HBase
14 11 (4.56%) QlikView
15 10 (4.15%) Apache Cassandra
16 7 (2.90%) Oracle Database
16 7 (2.90%) Oracle Database 10g
Development Applications
1 17 (7.05%) Git (software)
2 11 (4.56%) Team Foundation Server
3 9 (3.73%) Visual Studio
4 8 (3.32%) Toad
5 7 (2.90%) Eclipse
5 7 (2.90%) NetBeans
6 6 (2.49%) FogBugz
6 6 (2.49%) JIRA
7 4 (1.66%) ERwin
8 3 (1.24%) Subversion
9 2 (0.83%) Maven
10 1 (0.41%) WinDbg
General
1 68 (28.22%) Finance
2 24 (9.96%) Marketing
3 12 (4.98%) Retail
4 11 (4.56%) Telecoms
5 10 (4.15%) Billing
6 8 (3.32%) Automotive
7 5 (2.07%) Legal
8 3 (1.24%) Brand Awareness
8 3 (1.24%) Manufacturing
9 1 (0.41%) General Ledger
9 1 (0.41%) Pharmaceutical
Job Titles
1 57 (23.65%) Analyst
2 50 (20.75%) Developer
3 26 (10.79%) Architect
4 23 (9.54%) Data Scientist
5 22 (9.13%) Data Analyst
6 16 (6.64%) Consultant
7 14 (5.81%) Report Analyst
8 12 (4.98%) DBA
8 12 (4.98%) SQL DBA
9 11 (4.56%) Project Manager
9 11 (4.56%) SQL Developer
10 10 (4.15%) Java Developer
11 9 (3.73%) Business Intelligence Architect
11 9 (3.73%) QA Engineer
11 9 (3.73%) Senior Developer
12 8 (3.32%) Data Mining Analyst
12 8 (3.32%) ETL Developer
12 8 (3.32%) Insight Analyst
12 8 (3.32%) Oracle ETL Developer
12 8 (3.32%) PHP Developer
Libraries, Frameworks & Software Standards
1 18 (7.47%) .NET
1 18 (7.47%) JSON
1 18 (7.47%) REST
2 17 (7.05%) CSS
2 17 (7.05%) HTML
2 17 (7.05%) Web Services
3 14 (5.81%) Natural Language Processing
4 9 (3.73%) SOAP
4 9 (3.73%) XML
5 8 (3.32%) Java SE
5 8 (3.32%) JDBC
5 8 (3.32%) jQuery
5 8 (3.32%) ODBC
6 6 (2.49%) Cascading
6 6 (2.49%) CodeIgniter
6 6 (2.49%) Kafka
6 6 (2.49%) Laravel
6 6 (2.49%) Symfony
7 4 (1.66%) Middleware
8 3 (1.24%) JMS
Miscellaneous
1 51 (21.16%) Analytical Skills
2 28 (11.62%) Management Information System
3 25 (10.37%) Algorithms
4 21 (8.71%) Computer Science
4 21 (8.71%) Statistics
5 18 (7.47%) Mobile App
6 16 (6.64%) Mathematics
7 15 (6.22%) Smart Meter
8 12 (4.98%) Neural Network
9 11 (4.56%) Performance Metrics
10 10 (4.15%) Data Structures
11 8 (3.32%) Artificial Intelligence
11 8 (3.32%) AS400
11 8 (3.32%) Economics
12 7 (2.90%) Data Integration
13 6 (2.49%) Cyberthreat
14 5 (2.07%) Cybercrime
15 4 (1.66%) Physics
15 4 (1.66%) Private Cloud
15 4 (1.66%) Visualisation
Operating Systems
1 27 (11.20%) Windows
2 26 (10.79%) Linux
3 18 (7.47%) Unix
4 2 (0.83%) Windows Server
5 1 (0.41%) Solaris
5 1 (0.41%) Windows 7
5 1 (0.41%) Windows 8
Processes & Methodologies
1 53 (21.99%) Agile Software Development
2 51 (21.16%) Business Intelligence
3 49 (20.33%) Analytics
4 41 (17.01%) Machine Learning
5 37 (15.35%) Data Modelling
6 33 (13.69%) ETL
7 27 (11.20%) Mentoring
8 26 (10.79%) Coaching
9 23 (9.54%) Migration
10 22 (9.13%) Change Management
10 22 (9.13%) Data Analysis
10 22 (9.13%) Data Analytics
10 22 (9.13%) Data Migration
11 20 (8.30%) ITIL
11 20 (8.30%) Project Management
11 20 (8.30%) Risk Management
11 20 (8.30%) SDLC
12 19 (7.88%) Performance Tuning
12 19 (7.88%) Trend Analysis
13 18 (7.47%) Test Management
Programming Languages
1 115 (47.72%) SQL
2 61 (25.31%) Java
3 41 (17.01%) Python
4 32 (13.28%) JavaScript
4 32 (13.28%) R
5 26 (10.79%) C#
6 25 (10.37%) PL/SQL
7 24 (9.96%) C++
8 15 (6.22%) Scala
9 14 (5.81%) C
10 10 (4.15%) MATLAB
10 10 (4.15%) Perl
10 10 (4.15%) Shell Script
10 10 (4.15%) VBA
11 8 (3.32%) PHP
12 7 (2.90%) T-SQL
13 5 (2.07%) VB.NET
14 4 (1.66%) COBOL
15 3 (1.24%) Groovy
15 3 (1.24%) Ruby
Qualifications
1 56 (23.24%) Degree
2 19 (7.88%) CITP
3 12 (4.98%) PhD
4 6 (2.49%) CISSP
5 5 (2.07%) Microsoft Certification
6 4 (1.66%) MBA
6 4 (1.66%) MCDBA
6 4 (1.66%) Postgraduate
6 4 (1.66%) PRINCE2 Practitioner
7 2 (0.83%) Security Cleared
8 1 (0.41%) CISM
8 1 (0.41%) GCIA
8 1 (0.41%) GCIH
8 1 (0.41%) IISP
8 1 (0.41%) ISEB
8 1 (0.41%) MCSA
8 1 (0.41%) PMI Certification
8 1 (0.41%) PMP
8 1 (0.41%) PRINCE2 Certification
8 1 (0.41%) SC Cleared
Quality Assurance & Compliance
1 29 (12.03%) QA
2 12 (4.98%) ISO/IEC 20000
3 3 (1.24%) ISO 9001
4 1 (0.41%) Data Quality
4 1 (0.41%) HL7
4 1 (0.41%) SLA
System Software
1 8 (3.32%) HDFS
2 1 (0.41%) Active Directory
Vendors
1 63 (26.14%) Oracle
2 50 (20.75%) Microsoft
3 21 (8.71%) SAP
4 14 (5.81%) Cognos
5 10 (4.15%) Teradata
6 9 (3.73%) Sophos
7 8 (3.32%) Splunk
8 6 (2.49%) Cadence
8 6 (2.49%) Zend
9 5 (2.07%) Google
9 5 (2.07%) Tableau
10 4 (1.66%) Citrix
10 4 (1.66%) Hyperion
10 4 (1.66%) IBM
10 4 (1.66%) MuleSoft
10 4 (1.66%) ServiceNow
10 4 (1.66%) SolarWinds
10 4 (1.66%) Sybase
11 3 (1.24%) Coremetrics
11 3 (1.24%) Omniture
Havant, Hampshire
Certes Computing Ltd
Salary: Excellent benefits
Posted: 14 hours ago
Berkshire
Harvey Nash plc
Salary: £80000 - £85000 per annum + Comprehensive Package + 10% Bonus
Posted: 3 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: 2 days ago
Staines
Centrica
Salary: Competitive
Posted: 3 days ago
Wokingham, Berkshire
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 4 days ago
Slough, Berkshire
Marks Sattin
Salary: £70000 - £80000 per annum
Posted: 5 days ago
Portsmouth, Hampshire
Computer People
Salary: £30000.00 - £35000.00 per annum
Posted: 5 days ago
Reading
Recruitment Revolution Limited
Salary: £28,000 - £34,000
Posted: 10 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £45000.00 per annum + benefits and flexible working
Posted: 14 days ago
Maidenhead, Berkshire
RBW Consulting
Salary: From £50,000 to £50,000 per annum
Posted: 6 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
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 10 days ago
Epsom
TRG
Salary: 65000-75000 Per Annum
Posted: 24 days ago