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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 344 371 386
Rank change year-on-year
+27 +15
Permanent jobs citing Data Mining 105 100 80
As % of all permanent IT jobs located in the South East 0.57% 0.48% 0.35%
As % of the Database & Business Intelligence category 1.81% 1.52% 1.12%
Number of salaries quoted 92 67 62
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £35,000 £31,500 £32,500
10% offered a salary of more than £80,000 £62,000 £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
5799 6563 7132
As % of all permanent IT jobs located in the South East 31.45% 31.32% 31.64%
Number of salaries quoted 5157 5604 6117
Median salary £45,000 £43,000 £45,000
Median salary % change year-on-year
+4.65% -4.44%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £62,500 £62,500 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 23 July 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 23 July 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 +58 38 £70,000 +40.00% 2
Berkshire +1 27 £75,000 +30.43% 2
Oxfordshire 0 17 £52,500 - 3
Hampshire -24 14 £35,000 -30.00% 1
Buckinghamshire +24 3 £35,000 -6.66% 2
Kent +20 2 £45,000 +55.17%
Middlesex - 2 £56,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 23 July 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 99 (46.26%) SQL
2 62 (28.97%) Java
3 58 (27.10%) SQL Server
4 55 (25.70%) Analytics
5 47 (21.96%) Degree
5 47 (21.96%) Machine Learning
6 46 (21.50%) Finance
7 45 (21.03%) Business Intelligence
7 45 (21.03%) Python
8 43 (20.09%) Oracle
8 43 (20.09%) Agile Software Development
9 40 (18.69%) Analytical Skills
10 37 (17.29%) Big Data
11 36 (16.82%) Relational Database
12 34 (15.89%) Apache Spark
12 34 (15.89%) MS Excel
12 34 (15.89%) Microsoft
13 33 (15.42%) Linux
14 32 (14.95%) Data Warehouse
15 31 (14.49%) Data Modelling
16 29 (13.55%) R
17 26 (12.15%) QA
17 26 (12.15%) Algorithms
18 25 (11.68%) Hadoop
19 24 (11.21%) Windows
19 24 (11.21%) C++
19 24 (11.21%) SDLC
20 22 (10.28%) SQL Server Reporting Services
20 22 (10.28%) MySQL
20 22 (10.28%) ETL

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 34 (15.89%) Apache Spark
2 20 (9.35%) SAS
3 12 (5.61%) Apache Pig
4 8 (3.74%) Apache
5 4 (1.87%) MS Exchange
5 4 (1.87%) Skype for Business
6 1 (0.47%) IIS
6 1 (0.47%) SharePoint
Applications
1 34 (15.89%) MS Excel
2 6 (2.80%) MS Office
3 5 (2.34%) Spreadsheet
4 3 (1.40%) SPSS
5 2 (0.93%) MS PowerPoint
Business Applications
1 9 (4.21%) Sentinel
2 5 (2.34%) Dynamics CRM
2 5 (2.34%) SAP Oil and Gas
3 4 (1.87%) SAP Business One
4 2 (0.93%) CSG Singleview
4 2 (0.93%) Oracle 11i
4 2 (0.93%) Tesseract
5 1 (0.47%) Cognos Business Intelligence
5 1 (0.47%) Hyperion Enterprise
Cloud Services
1 9 (4.21%) Amazon AWS
2 5 (2.34%) Adobe Analytics
2 5 (2.34%) AdWords
3 4 (1.87%) SaaS
4 3 (1.40%) Cloud Computing
4 3 (1.40%) Google Analytics
4 3 (1.40%) IaaS
4 3 (1.40%) PaaS
5 2 (0.93%) SuccessFactors
6 1 (0.47%) Microsoft Azure
6 1 (0.47%) Office 365
Communications & Networking
1 9 (4.21%) Firewall
2 4 (1.87%) Unified Communications
3 1 (0.47%) Cisco ASA
3 1 (0.47%) Cisco Nexus
3 1 (0.47%) Internet
3 1 (0.47%) Network Security
3 1 (0.47%) Remote Desktop
3 1 (0.47%) TCP/IP
3 1 (0.47%) VPN
Database & Business Intelligence
1 58 (27.10%) SQL Server
2 37 (17.29%) Big Data
3 36 (16.82%) Relational Database
4 32 (14.95%) Data Warehouse
5 25 (11.68%) Hadoop
6 22 (10.28%) MySQL
6 22 (10.28%) SQL Server Reporting Services
7 21 (9.81%) Apache Hive
8 20 (9.35%) BusinessObjects
9 18 (8.41%) NoSQL
10 17 (7.94%) SQL Server Integration Services
11 15 (7.01%) HBase
11 15 (7.01%) RDBMS
12 13 (6.07%) DB2
13 11 (5.14%) Apache Cassandra
13 11 (5.14%) SQL Server Analysis Services
14 9 (4.21%) Redis
15 7 (3.27%) MongoDB
15 7 (3.27%) QlikView
16 4 (1.87%) PowerPivot
Development Applications
1 17 (7.94%) Git (software)
2 8 (3.74%) Eclipse
2 8 (3.74%) NetBeans
3 5 (2.34%) Team Foundation Server
4 4 (1.87%) Subversion
4 4 (1.87%) Vagrant
5 3 (1.40%) Visual Studio
6 2 (0.93%) Toad
7 1 (0.47%) FogBugz
7 1 (0.47%) JIRA
General
1 46 (21.50%) Finance
2 20 (9.35%) Marketing
3 8 (3.74%) Billing
3 8 (3.74%) Retail
3 8 (3.74%) Telecoms
4 5 (2.34%) Advertising
5 3 (1.40%) Legal
5 3 (1.40%) Manufacturing
6 2 (0.93%) Automotive
7 1 (0.47%) General Ledger
Job Titles
1 60 (28.04%) Developer
2 50 (23.36%) Analyst
3 25 (11.68%) Architect
4 23 (10.75%) Java Developer
5 20 (9.35%) Senior Developer
6 17 (7.94%) Senior Java Developer
7 13 (6.07%) Business Intelligence Architect
8 12 (5.61%) Consultant
8 12 (5.61%) Data Scientist
8 12 (5.61%) Node.js Developer
9 11 (5.14%) Data Analyst
9 11 (5.14%) Python Developer
9 11 (5.14%) Senior Python Developer
10 10 (4.67%) DBA
10 10 (4.67%) SQL DBA
11 9 (4.21%) Java Scala Developer
11 9 (4.21%) Polyglot Developer
11 9 (4.21%) Scala Developer
11 9 (4.21%) Senior Analyst
11 9 (4.21%) Senior Java Scala Developer
Libraries, Frameworks & Software Standards
1 20 (9.35%) CSS
1 20 (9.35%) HTML
2 17 (7.94%) Node.js
2 17 (7.94%) Spring
2 17 (7.94%) Web Services
3 14 (6.54%) REST
3 14 (6.54%) SOAP
4 13 (6.07%) Samza
5 11 (5.14%) .NET
6 10 (4.67%) JSON
7 9 (4.21%) Java SE
7 9 (4.21%) JDBC
7 9 (4.21%) JMS
7 9 (4.21%) Natural Language Processing
7 9 (4.21%) ODBC
7 9 (4.21%) RESTful
8 6 (2.80%) Cascading
8 6 (2.80%) Kafka
9 5 (2.34%) CSS3
9 5 (2.34%) HTML5
Miscellaneous
1 40 (18.69%) Analytical Skills
2 26 (12.15%) Algorithms
3 21 (9.81%) Statistics
4 18 (8.41%) Computer Science
5 17 (7.94%) Data Integration
5 17 (7.94%) Mathematics
6 15 (7.01%) Management Information System
7 12 (5.61%) Virtual Team
8 11 (5.14%) Artificial Intelligence
8 11 (5.14%) Neural Network
9 10 (4.67%) Performance Metrics
10 9 (4.21%) Telematics
11 8 (3.74%) Cloud Native
12 6 (2.80%) Data Structures
12 6 (2.80%) Mobile App
12 6 (2.80%) Smart Meter
13 5 (2.34%) Cybercrime
13 5 (2.34%) Cyberthreat
13 5 (2.34%) Enterprise Software
13 5 (2.34%) Physics
Operating Systems
1 33 (15.42%) Linux
2 24 (11.21%) Windows
3 17 (7.94%) Unix
4 3 (1.40%) Windows Server
5 1 (0.47%) Windows 7
5 1 (0.47%) Windows 8
Processes & Methodologies
1 55 (25.70%) Analytics
2 47 (21.96%) Machine Learning
3 45 (21.03%) Business Intelligence
4 43 (20.09%) Agile Software Development
5 31 (14.49%) Data Modelling
6 24 (11.21%) SDLC
7 22 (10.28%) ETL
8 20 (9.35%) Data Analysis
9 19 (8.88%) Coaching
9 19 (8.88%) Mentoring
10 18 (8.41%) MVC
10 18 (8.41%) Trend Analysis
11 17 (7.94%) Low Latency
11 17 (7.94%) Mobile Development
11 17 (7.94%) Multithreading
12 15 (7.01%) Performance Tuning
12 15 (7.01%) Root Cause Analysis
12 15 (7.01%) Scrum
13 14 (6.54%) Information Retrieval
13 14 (6.54%) Test Management
Programming Languages
1 99 (46.26%) SQL
2 62 (28.97%) Java
3 45 (21.03%) Python
4 29 (13.55%) R
5 24 (11.21%) C++
6 20 (9.35%) JavaScript
7 18 (8.41%) C#
7 18 (8.41%) PL/SQL
8 17 (7.94%) C
8 17 (7.94%) Scala
9 12 (5.61%) Shell Script
10 10 (4.67%) MATLAB
11 9 (4.21%) Groovy
11 9 (4.21%) Lua
11 9 (4.21%) Perl
12 7 (3.27%) T-SQL
13 6 (2.80%) PHP
13 6 (2.80%) VBA
14 5 (2.34%) Bash Shell
15 4 (1.87%) VB.NET
Qualifications
1 47 (21.96%) Degree
2 6 (2.80%) CITP
3 5 (2.34%) CISSP
4 4 (1.87%) PhD
5 3 (1.40%) ISTQB
5 3 (1.40%) ISTQB Advanced Certification
5 3 (1.40%) ISTQB Foundation Certification
6 2 (0.93%) SC Cleared
6 2 (0.93%) Security Cleared
7 1 (0.47%) CISM
7 1 (0.47%) IISP
7 1 (0.47%) ISEB
7 1 (0.47%) MCSA
7 1 (0.47%) Microsoft Certification
Quality Assurance & Compliance
1 26 (12.15%) QA
2 6 (2.80%) ISO/IEC 20000
3 2 (0.93%) SLA
4 1 (0.47%) HL7
System Software
1 9 (4.21%) HDFS
2 4 (1.87%) Docker
3 2 (0.93%) Active Directory
3 2 (0.93%) Apache Flume
Systems Management
1 4 (1.87%) Opscode Chef
1 4 (1.87%) Puppet
1 4 (1.87%) Salt
2 2 (0.93%) Oozie
3 1 (0.47%) Host Intrusion Detection System
Vendors
1 43 (20.09%) Oracle
2 34 (15.89%) Microsoft
3 14 (6.54%) Cognos
4 12 (5.61%) SAP
5 8 (3.74%) Sophos
6 5 (2.34%) Adobe
6 5 (2.34%) Cadence
6 5 (2.34%) Google
6 5 (2.34%) Omniture
6 5 (2.34%) ServiceNow
6 5 (2.34%) Tableau
6 5 (2.34%) Teradata
7 4 (1.87%) SolarWinds
8 3 (1.40%) Coremetrics
8 3 (1.40%) IBM
9 2 (0.93%) Citrix
9 2 (0.93%) Siebel
10 1 (0.47%) Cisco
10 1 (0.47%) Hyperion
10 1 (0.47%) Remedy
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Slough, Berkshire
Telefonica UK Limited
Posted: 4 days ago
Oxford, Oxfordshire
Searchability
Salary: £32000 - £42000 per annum + Pension, Flexible Working, Training Budget
Posted: 5 days ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 17 days ago
High Wycombe, Buckinghamshire
Johnson and Johnson
Salary: Highly competitive salary, bonus and flexible benefits
Posted: 11 days ago
Epsom
TRG
Salary: 65000-75000 Per Annum
Posted: 15 days ago
Oxford
Oho Group
Salary: £45k - 100k per year + Bonus & Excellent Benefits
Posted: 23 days ago
Abingdon
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: 24 days ago
Buckinghamshire
Nigel Frank International Limited - Newcastle
Salary: £40000 - £70000 per annum
Posted: 20 days ago