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

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 339 382 398
Rank change year-on-year
+43 +16
Permanent jobs citing Data Mining 93 86 77
As % of all permanent IT jobs located in the South East 0.51% 0.40% 0.33%
As % of the Database & Business Intelligence category 1.62% 1.26% 1.05%
Number of salaries quoted 82 56 63
Median salary £52,500 £46,250 £50,000
Median salary % change year-on-year
+13.51% -7.50%
90% offered a salary of more than £34,000 £32,500 £33,000
10% offered a salary of more than £80,000 £60,000 £67,500
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
5758 6818 7363
As % of all permanent IT jobs located in the South East 31.57% 32.09% 31.35%
Number of salaries quoted 5146 5791 6368
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £62,500 £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 June 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 June 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 +59 34 £52,750 +5.50%
Berkshire 0 25 £75,000 +30.43% 2
Hampshire -10 16 £35,000 -22.22% 1
Oxfordshire -4 10 £52,500 - 1
Buckinghamshire +22 3 £35,000 -22.22%
Middlesex - 2 £56,000 -
Sussex - 1 £37,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 30 June 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.

1 107 (50.23%) SQL
2 70 (32.86%) SQL Server
3 62 (29.11%) Java
4 58 (27.23%) Finance
5 53 (24.88%) Oracle
6 52 (24.41%) Degree
7 50 (23.47%) Business Intelligence
8 45 (21.13%) Analytical Skills
9 44 (20.66%) Analytics
10 43 (20.19%) Python
11 41 (19.25%) Data Warehouse
11 41 (19.25%) Machine Learning
12 40 (18.78%) Microsoft
13 38 (17.84%) Agile Software Development
14 36 (16.90%) Big Data
15 35 (16.43%) Relational Database
15 35 (16.43%) MS Excel
16 34 (15.96%) Data Modelling
17 29 (13.62%) ETL
17 29 (13.62%) R
18 28 (13.15%) Apache Spark
19 27 (12.68%) Hadoop
19 27 (12.68%) SQL Server Reporting Services
20 26 (12.21%) Linux
21 25 (11.74%) QA
22 24 (11.27%) Windows
22 24 (11.27%) SAS
23 23 (10.80%) MySQL
23 23 (10.80%) PL/SQL
23 23 (10.80%) BusinessObjects

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 28 (13.15%) Apache Spark
2 24 (11.27%) SAS
3 11 (5.16%) Apache Pig
4 8 (3.76%) Apache
5 4 (1.88%) MS Exchange
5 4 (1.88%) Skype for Business
6 2 (0.94%) SharePoint
7 1 (0.47%) IIS
7 1 (0.47%) SharePoint 2013
Applications
1 35 (16.43%) MS Excel
2 7 (3.29%) MS Office
3 6 (2.82%) Spreadsheet
4 3 (1.41%) MS PowerPoint
4 3 (1.41%) SPSS
5 2 (0.94%) MS Project
6 1 (0.47%) MS Visio
Business Applications
1 6 (2.82%) Dynamics CRM
1 6 (2.82%) Oracle 11i
1 6 (2.82%) Sentinel
2 5 (2.35%) SAP Oil and Gas
3 4 (1.88%) SAP Business One
4 2 (0.94%) CSG Singleview
4 2 (0.94%) Tesseract
5 1 (0.47%) Cognos Business Intelligence
5 1 (0.47%) Hyperion Enterprise
Cloud Services
1 10 (4.69%) Amazon AWS
2 7 (3.29%) SaaS
3 5 (2.35%) Cloud Computing
3 5 (2.35%) IaaS
3 5 (2.35%) PaaS
4 3 (1.41%) Adobe Analytics
4 3 (1.41%) AdWords
4 3 (1.41%) Google Analytics
5 2 (0.94%) SuccessFactors
6 1 (0.47%) Microsoft Azure
6 1 (0.47%) Office 365
Communications & Networking
1 7 (3.29%) Firewall
2 4 (1.88%) Unified Communications
3 2 (0.94%) LAN
3 2 (0.94%) SAN
3 2 (0.94%) Wi-Fi
3 2 (0.94%) WLAN
4 1 (0.47%) Internet
4 1 (0.47%) Remote Desktop
4 1 (0.47%) VPN
Database & Business Intelligence
1 70 (32.86%) SQL Server
2 41 (19.25%) Data Warehouse
3 36 (16.90%) Big Data
4 35 (16.43%) Relational Database
5 27 (12.68%) Hadoop
5 27 (12.68%) SQL Server Reporting Services
6 23 (10.80%) BusinessObjects
6 23 (10.80%) MySQL
7 22 (10.33%) SQL Server Integration Services
8 20 (9.39%) Apache Hive
9 19 (8.92%) NoSQL
10 16 (7.51%) SQL Server Analysis Services
11 15 (7.04%) DB2
11 15 (7.04%) RDBMS
12 14 (6.57%) HBase
13 12 (5.63%) Apache Cassandra
13 12 (5.63%) MongoDB
14 10 (4.69%) QlikView
15 6 (2.82%) Oracle Database
15 6 (2.82%) Redis
Development Applications
1 15 (7.04%) Git (software)
2 8 (3.76%) Eclipse
2 8 (3.76%) NetBeans
3 6 (2.82%) Team Foundation Server
4 4 (1.88%) Subversion
4 4 (1.88%) Visual Studio
5 3 (1.41%) Toad
5 3 (1.41%) Vagrant
6 2 (0.94%) ERwin
6 2 (0.94%) FogBugz
6 2 (0.94%) JIRA
General
1 58 (27.23%) Finance
2 20 (9.39%) Marketing
3 10 (4.69%) Telecoms
4 9 (4.23%) Billing
4 9 (4.23%) Retail
5 5 (2.35%) Legal
6 3 (1.41%) Advertising
6 3 (1.41%) Automotive
6 3 (1.41%) Manufacturing
7 1 (0.47%) General Ledger
7 1 (0.47%) Pharmaceutical
Job Titles
1 49 (23.00%) Analyst
1 49 (23.00%) Developer
2 27 (12.68%) Architect
3 17 (7.98%) Java Developer
4 16 (7.51%) Consultant
4 16 (7.51%) Senior Developer
5 15 (7.04%) Data Scientist
6 14 (6.57%) Data Analyst
7 13 (6.10%) Business Intelligence Architect
7 13 (6.10%) Senior Java Developer
8 12 (5.63%) DBA
8 12 (5.63%) SQL DBA
9 8 (3.76%) Insight Analyst
9 8 (3.76%) Node.js Developer
9 8 (3.76%) Python Developer
9 8 (3.76%) QA Engineer
9 8 (3.76%) Report Analyst
9 8 (3.76%) Senior Python Developer
9 8 (3.76%) Software Engineer
9 8 (3.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (7.98%) CSS
1 17 (7.98%) HTML
2 16 (7.51%) Web Services
3 15 (7.04%) .NET
3 15 (7.04%) REST
4 13 (6.10%) JSON
5 11 (5.16%) Node.js
5 11 (5.16%) Spring
6 10 (4.69%) Natural Language Processing
6 10 (4.69%) SOAP
7 9 (4.23%) Java SE
7 9 (4.23%) JDBC
7 9 (4.23%) ODBC
8 8 (3.76%) Samza
9 6 (2.82%) Cascading
9 6 (2.82%) JMS
9 6 (2.82%) Kafka
9 6 (2.82%) RESTful
10 5 (2.35%) XML
11 4 (1.88%) HTML5
Miscellaneous
1 45 (21.13%) Analytical Skills
2 23 (10.80%) Algorithms
3 19 (8.92%) Management Information System
4 17 (7.98%) Statistics
5 15 (7.04%) Computer Science
6 13 (6.10%) Data Integration
6 13 (6.10%) Virtual Team
7 12 (5.63%) Mathematics
8 11 (5.16%) Artificial Intelligence
8 11 (5.16%) Mobile App
8 11 (5.16%) Neural Network
9 10 (4.69%) Performance Metrics
10 9 (4.23%) Smart Meter
11 8 (3.76%) Data Structures
12 6 (2.82%) Telematics
13 5 (2.35%) Cloud Native
13 5 (2.35%) Cybercrime
13 5 (2.35%) Cyberthreat
14 4 (1.88%) Economics
14 4 (1.88%) Visualisation
Operating Systems
1 26 (12.21%) Linux
2 24 (11.27%) Windows
3 18 (8.45%) Unix
4 3 (1.41%) Windows Server
5 1 (0.47%) Windows 7
5 1 (0.47%) Windows 8
Processes & Methodologies
1 50 (23.47%) Business Intelligence
2 44 (20.66%) Analytics
3 41 (19.25%) Machine Learning
4 38 (17.84%) Agile Software Development
5 34 (15.96%) Data Modelling
6 29 (13.62%) ETL
7 22 (10.33%) SDLC
8 20 (9.39%) Data Analysis
9 19 (8.92%) Performance Tuning
10 18 (8.45%) Coaching
10 18 (8.45%) Mentoring
11 17 (7.98%) Migration
11 17 (7.98%) Trend Analysis
12 16 (7.51%) Data Migration
12 16 (7.51%) Project Management
13 15 (7.04%) ITIL
13 15 (7.04%) SOA
14 14 (6.57%) Change Management
14 14 (6.57%) Risk Management
14 14 (6.57%) Scrum
Programming Languages
1 107 (50.23%) SQL
2 62 (29.11%) Java
3 43 (20.19%) Python
4 29 (13.62%) R
5 23 (10.80%) PL/SQL
6 21 (9.86%) C#
6 21 (9.86%) C++
7 20 (9.39%) JavaScript
8 17 (7.98%) Scala
9 14 (6.57%) C
10 11 (5.16%) MATLAB
10 11 (5.16%) Shell Script
11 9 (4.23%) Perl
12 7 (3.29%) T-SQL
13 6 (2.82%) Groovy
13 6 (2.82%) Lua
13 6 (2.82%) VBA
14 5 (2.35%) VB.NET
15 4 (1.88%) PHP
16 3 (1.41%) Ruby
Qualifications
1 52 (24.41%) Degree
2 11 (5.16%) CITP
3 5 (2.35%) CISSP
4 4 (1.88%) PhD
5 3 (1.41%) Microsoft Certification
6 2 (0.94%) MBA
6 2 (0.94%) MCDBA
6 2 (0.94%) Postgraduate
6 2 (0.94%) PRINCE2 Practitioner
7 1 (0.47%) CISM
7 1 (0.47%) IISP
7 1 (0.47%) ISEB
7 1 (0.47%) MCSA
7 1 (0.47%) SC Cleared
7 1 (0.47%) Security Cleared
Quality Assurance & Compliance
1 25 (11.74%) QA
2 9 (4.23%) ISO/IEC 20000
3 1 (0.47%) HL7
3 1 (0.47%) SLA
System Software
1 9 (4.23%) HDFS
2 3 (1.41%) Docker
3 1 (0.47%) Active Directory
3 1 (0.47%) Apache Flume
Systems Management
1 3 (1.41%) Opscode Chef
1 3 (1.41%) Puppet
1 3 (1.41%) Salt
2 1 (0.47%) Oozie
Vendors
1 53 (24.88%) Oracle
2 40 (18.78%) Microsoft
3 14 (6.57%) Cognos
3 14 (6.57%) SAP
4 9 (4.23%) Teradata
5 6 (2.82%) Tableau
6 5 (2.35%) Cadence
6 5 (2.35%) Google
6 5 (2.35%) Sophos
7 4 (1.88%) ServiceNow
7 4 (1.88%) SolarWinds
8 3 (1.41%) Adobe
8 3 (1.41%) Citrix
8 3 (1.41%) Coremetrics
8 3 (1.41%) IBM
8 3 (1.41%) Omniture
8 3 (1.41%) Splunk
9 2 (0.94%) MuleSoft
9 2 (0.94%) Siebel
9 2 (0.94%) Sybase
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 6 days ago
Abingdon
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: Yesterday
Wokingham
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 16 days ago
Portsmouth
Eligo Recruitment
Salary: £30000 - £35000 per annum + Bens, Training and Progression
Posted: 27 days ago