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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 313 342 383
Rank change year-on-year
+29 +41
Permanent jobs citing Data Mining 154 117 60
As % of all permanent IT jobs located in the South East 0.80% 0.57% 0.30%
As % of the Database & Business Intelligence category 2.42% 1.89% 0.91%
Number of salaries quoted 113 85 49
Average salary £52,500 £42,500 £44,000
Average salary % change year-on-year
+23.52% -3.40%
90% offered a salary of more than £35,000 £23,500 £30,000
10% offered a salary of more than £72,500 £62,500 £60,000
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
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
6352 6192 6625
As % of all permanent IT jobs located in the South East 32.82% 30.23% 33.00%
Number of salaries quoted 5550 5383 5548
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in the South East

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the South East region as a proportion of the total demand within 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 5 February 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 average salaries quoted in IT jobs citing Data Mining within the South East region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +20 37 £57,500 +15.00% 3
Surrey -10 33 £35,000 -22.22% 1
Oxfordshire +13 27 £57,500 -8.00% 2
Hampshire +18 20 £57,500 +79.68%
Sussex - 10 £75,000 -
Buckinghamshire -16 9 £47,500 +11.76% 2
West Sussex -2 4 £67,500 +22.72%
East Sussex +2 1 £32,500 +18.18%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 5 February 2016, IT jobs across the South East region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 142 (42.01%) Analytics
2 139 (41.12%) SQL
3 105 (31.07%) Big Data
4 95 (28.11%) Oracle
4 95 (28.11%) Business Intelligence
5 94 (27.81%) Finance
6 93 (27.51%) Data Warehouse
7 92 (27.22%) SQL Server
8 87 (25.74%) Agile Software Development
9 85 (25.15%) Microsoft
10 82 (24.26%) Analytical Skills
11 69 (20.41%) Degree
12 68 (20.12%) Data Modelling
13 60 (17.75%) MS Excel
13 60 (17.75%) Java
14 56 (16.57%) JavaScript
14 56 (16.57%) Computer Science
15 53 (15.68%) Machine Learning
16 52 (15.38%) Python
17 49 (14.50%) ETL
18 46 (13.61%) Statistics
19 44 (13.02%) Data Analytics
19 44 (13.02%) OO
20 42 (12.43%) Mathematics
21 41 (12.13%) .NET
21 41 (12.13%) ITIL
21 41 (12.13%) SPSS
22 40 (11.83%) Management Information System
22 40 (11.83%) SQL Server Integration Services
22 40 (11.83%) Relational Database

Data Mining
Top Related IT Skills in the South East by Category

For the 6 months to 5 February 2016, IT jobs across the South East region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 34 (10.06%) SAS
2 7 (2.07%) Elasticsearch
3 6 (1.78%) SharePoint
4 3 (0.89%) Apache Pig
4 3 (0.89%) CMS
5 2 (0.59%) Apache
6 1 (0.30%) Apache Spark
6 1 (0.30%) Lync
6 1 (0.30%) MS Exchange
6 1 (0.30%) SharePoint 2013
Applications
1 60 (17.75%) MS Excel
2 41 (12.13%) SPSS
3 17 (5.03%) MS Office
4 10 (2.96%) MS Visio
5 8 (2.37%) PowerPivot
6 7 (2.07%) MS PowerPoint
7 5 (1.48%) MS Project
8 4 (1.18%) Spreadsheet
9 2 (0.59%) GNU Octave
Business Applications
1 8 (2.37%) Oracle 11i
2 5 (1.48%) Adobe Campaign
3 3 (0.89%) Dynamics AX
3 3 (0.89%) Dynamics CRM
3 3 (0.89%) Oracle Applications
3 3 (0.89%) Oracle EBS
3 3 (0.89%) SAP CRM
4 1 (0.30%) CSG Singleview
4 1 (0.30%) Oracle EBS R12
4 1 (0.30%) Oracle ERP
4 1 (0.30%) Oracle General Ledger
4 1 (0.30%) Oracle Internet Expenses
4 1 (0.30%) Oracle Payables
4 1 (0.30%) Oracle Receivables
Cloud Services
1 20 (5.92%) SaaS
2 13 (3.85%) Adobe Analytics
2 13 (3.85%) Google Analytics
3 9 (2.66%) Cloud Computing
3 9 (2.66%) Microsoft Azure
4 5 (1.48%) Google Cloud Platform
4 5 (1.48%) IaaS
4 5 (1.48%) PaaS
5 4 (1.18%) GitHub
6 1 (0.30%) Amazon AWS
6 1 (0.30%) Google Tag Manager
Communications & Networking
1 8 (2.37%) Internet
2 6 (1.78%) 3GPP
2 6 (1.78%) LAN
2 6 (1.78%) MVNO
3 5 (1.48%) Firewall
4 4 (1.18%) SAN
4 4 (1.18%) Wi-Fi
4 4 (1.18%) WLAN
5 2 (0.59%) Intrusion Detection
5 2 (0.59%) WAN
6 1 (0.30%) HTTP
6 1 (0.30%) Unified Communications
6 1 (0.30%) VoIP
Database & Business Intelligence
1 105 (31.07%) Big Data
2 93 (27.51%) Data Warehouse
3 92 (27.22%) SQL Server
4 40 (11.83%) Relational Database
4 40 (11.83%) SQL Server Integration Services
5 34 (10.06%) NoSQL
6 33 (9.76%) MySQL
6 33 (9.76%) SQL Server Reporting Services
7 32 (9.47%) Hadoop
7 32 (9.47%) Oracle Database
8 28 (8.28%) SQL Server Analysis Services
9 27 (7.99%) SQL Server 2012
10 23 (6.80%) SQL Server 2008
11 22 (6.51%) Text Mining
12 20 (5.92%) MongoDB
13 17 (5.03%) BusinessObjects
13 17 (5.03%) OLAP
13 17 (5.03%) OLTP
14 16 (4.73%) Oracle BI EE
15 15 (4.44%) QlikView
Development Applications
1 22 (6.51%) Git (software)
2 18 (5.33%) Visual Studio
3 16 (4.73%) ERwin
4 11 (3.25%) Team Foundation Server
5 10 (2.96%) JIRA
5 10 (2.96%) Subversion
6 9 (2.66%) Maven
7 7 (2.07%) Toad
8 5 (1.48%) FogBugz
8 5 (1.48%) TeamCity
9 4 (1.18%) SQL Server Management Studio (SSMS)
9 4 (1.18%) VSS/SourceSafe
9 4 (1.18%) WinDbg
10 2 (0.59%) Eclipse
10 2 (0.59%) Talend Open Studio
General
1 94 (27.81%) Finance
2 20 (5.92%) Marketing
3 18 (5.33%) Billing
4 16 (4.73%) Retail
5 15 (4.44%) Telecoms
6 8 (2.37%) Manufacturing
7 7 (2.07%) Automotive
8 5 (1.48%) Advertising
8 5 (1.48%) Brand Awareness
8 5 (1.48%) Legal
9 2 (0.59%) Games
9 2 (0.59%) Law
10 1 (0.30%) General Ledger
10 1 (0.30%) Pharmaceutical
Job Titles
1 88 (26.04%) Developer
2 59 (17.46%) Analyst
3 37 (10.95%) Architect
4 32 (9.47%) Data Scientist
5 24 (7.10%) PHP Developer
6 21 (6.21%) Data Analyst
6 21 (6.21%) Data Manager
7 16 (4.73%) Business Intelligence Developer
7 16 (4.73%) Data Architect
7 16 (4.73%) Senior Manager
8 15 (4.44%) Data Mining Analyst
8 15 (4.44%) DBA
8 15 (4.44%) Programme Manager
8 15 (4.44%) Report Analyst
9 14 (4.14%) Senior Developer
10 13 (3.85%) Business Developer
10 13 (3.85%) Insight Manager
10 13 (3.85%) Systems Analyst
11 11 (3.25%) .NET Developer
11 11 (3.25%) Oracle DBA
Libraries, Frameworks & Software Standards
1 41 (12.13%) .NET
2 30 (8.88%) Natural Language Processing
3 28 (8.28%) CSS
3 28 (8.28%) HTML
4 17 (5.03%) Web Services
5 16 (4.73%) jQuery
6 14 (4.14%) Lucene
7 12 (3.55%) ASP.NET
8 9 (2.66%) .NET Framework
8 9 (2.66%) AngularJS
8 9 (2.66%) Esper
8 9 (2.66%) JSON
8 9 (2.66%) NumPy
8 9 (2.66%) Pandas
8 9 (2.66%) Pyramid
8 9 (2.66%) REST
8 9 (2.66%) SciPy
9 6 (1.78%) Akka
9 6 (1.78%) Laravel
9 6 (1.78%) MDX
Miscellaneous
1 82 (24.26%) Analytical Skills
2 56 (16.57%) Computer Science
3 46 (13.61%) Statistics
4 42 (12.43%) Mathematics
5 40 (11.83%) Management Information System
6 33 (9.76%) Algorithms
7 32 (9.47%) Smart Meter
8 27 (7.99%) Visualisation
9 23 (6.80%) Economics
10 22 (6.51%) Mobile App
11 16 (4.73%) AS400
11 16 (4.73%) Data Structures
12 14 (4.14%) Neural Network
12 14 (4.14%) Physics
13 11 (3.25%) Data Integration
14 10 (2.96%) Applied Mathematics
14 10 (2.96%) Social Media
15 9 (2.66%) Artificial Intelligence
15 9 (2.66%) FMCG
15 9 (2.66%) Hedge funds
Operating Systems
1 35 (10.36%) Linux
2 21 (6.21%) Windows
3 13 (3.85%) Unix
4 9 (2.66%) Apple iOS
5 4 (1.18%) Android
6 2 (0.59%) Solaris
7 1 (0.30%) Mac OS X
7 1 (0.30%) MVS
Processes & Methodologies
1 142 (42.01%) Analytics
2 95 (28.11%) Business Intelligence
3 87 (25.74%) Agile Software Development
4 68 (20.12%) Data Modelling
5 53 (15.68%) Machine Learning
6 49 (14.50%) ETL
7 44 (13.02%) Data Analytics
7 44 (13.02%) OO
8 41 (12.13%) ITIL
9 36 (10.65%) Change Management
10 34 (10.06%) Mentoring
10 34 (10.06%) OOP
11 33 (9.76%) CRM
12 31 (9.17%) Data Architecture
13 29 (8.58%) Project Management
14 27 (7.99%) Risk Management
15 26 (7.69%) Migration
15 26 (7.69%) Open Source
16 24 (7.10%) Data Migration
16 24 (7.10%) Stakeholder Management
Programming Languages
1 139 (41.12%) SQL
2 60 (17.75%) Java
3 56 (16.57%) JavaScript
4 52 (15.38%) Python
5 39 (11.54%) C#
6 32 (9.47%) R
7 31 (9.17%) C++
8 30 (8.88%) T-SQL
9 24 (7.10%) PHP
10 20 (5.92%) VBA
11 18 (5.33%) Bash Shell
11 18 (5.33%) Scala
12 17 (5.03%) MATLAB
13 16 (4.73%) PL/SQL
14 15 (4.44%) C
15 12 (3.55%) COBOL
15 12 (3.55%) VB.NET
16 6 (1.78%) VB
17 4 (1.18%) Shell Script
18 3 (0.89%) Ruby
Qualifications
1 69 (20.41%) Degree
2 36 (10.65%) CITP
3 27 (7.99%) PhD
4 15 (4.44%) Security Cleared
5 14 (4.14%) PMI Certification
5 14 (4.14%) PMP
6 11 (3.25%) PRINCE2 Certification
7 10 (2.96%) Microsoft Certification
7 10 (2.96%) SC Cleared
8 5 (1.48%) MCTS
9 4 (1.18%) CIMA
9 4 (1.18%) MBA
9 4 (1.18%) MCDBA
9 4 (1.18%) Postgraduate
9 4 (1.18%) PRINCE2 Practitioner
10 3 (0.89%) ACCA
10 3 (0.89%) BPSS Clearance
10 3 (0.89%) CISA
10 3 (0.89%) DV Cleared
11 2 (0.59%) SANS
Quality Assurance & Compliance
1 24 (7.10%) QA
2 17 (5.03%) ISO 9001
3 15 (4.44%) ISO/IEC 20000
4 9 (2.66%) Data Quality
5 3 (0.89%) SSAE 16
5 3 (0.89%) TickIT
6 2 (0.59%) SLA
System Software
1 4 (1.18%) VMware ESX
2 1 (0.30%) Active Directory
2 1 (0.30%) VMware Infrastructure
Systems Management
1 4 (1.18%) SCCM
2 1 (0.30%) Capistrano
2 1 (0.30%) Opscode Chef
2 1 (0.30%) Puppet
Vendors
1 95 (28.11%) Oracle
2 85 (25.15%) Microsoft
3 31 (9.17%) Tableau
4 22 (6.51%) SAP
5 21 (6.21%) Cognos
6 20 (5.92%) Teradata
7 15 (4.44%) Sophos
8 14 (4.14%) IBM
8 14 (4.14%) Xamarin
9 13 (3.85%) Adobe
9 13 (3.85%) Google
9 13 (3.85%) Sybase
10 10 (2.96%) Splunk
11 7 (2.07%) Hyperion
11 7 (2.07%) MicroStrategy
12 6 (1.78%) Zend
13 5 (1.48%) Cadence
13 5 (1.48%) Citrix
13 5 (1.48%) Cloudera
13 5 (1.48%) Omniture
Surrey
ECM Selection
Salary: to £35k + benefits
Posted: 15 hours ago
South East
Parallel Consulting
Salary: £11000 - £55000 per annum
Posted: Yesterday
South East England
Capita plc
Salary: £40000.00 - £50000.00 per annum
Posted: Yesterday
Newbury, Berkshire
SLR Consultants
Posted: 2 days ago
Reading
Lawrence Harvey
Salary: £45000.00 - £50000.00 per annum + benefits + bonus
Posted: 11 days ago
Abingdon, Oxfordshire
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: 11 days ago
Bracknell, Berkshire
Vodafone
Salary: £Attractive, plus shift allowance and annual bonus
Posted: 16 days ago
Kent
Nigel Frank International Ltd
Salary: £28000 per annum
Posted: 19 days ago