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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / South East
Rank 345 326 369
Rank change year-on-year
-19 +43
Permanent jobs citing Data Mining 44 130 83
As % of all permanent IT jobs located in the South East 0.30% 0.67% 0.40%
As % of the Database & Business Intelligence category 1.02% 1.98% 1.34%
Number of salaries quoted 38 95 55
Median salary £48,500 £50,500 £42,500
Median salary % change year-on-year
-3.96% +18.82%
90% offered a salary of more than £30,400 £35,000 £23,500
10% offered a salary of more than £70,000 £75,000 £45,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
4319 6562 6198
As % of all permanent IT jobs located in the South East 29.38% 33.69% 30.08%
Number of salaries quoted 3773 5668 5361
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £62,500
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 21 January 2017.

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 21 January 2017. 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 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 +23 12 £70,000 +100.00% 1
Hampshire +7 11 £42,500 -29.16% 1
West Sussex +13 7 £53,750 -20.37%
Berkshire +35 5 £55,500 +38.75% 2
Oxfordshire -8 3 £50,000 -13.04%
Buckinghamshire +22 2 £62,500 +78.57% 1
Kent - 2 £44,750 -
Middlesex - 1 £52,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 21 January 2017, 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 65 (62.50%) SQL
2 55 (52.88%) Analytics
3 35 (33.65%) Analytical Skills
4 34 (32.69%) Statistics
5 33 (31.73%) ETL
6 30 (28.85%) Degree
7 29 (27.88%) SQL Server
8 28 (26.92%) Java
9 27 (25.96%) Python
9 27 (25.96%) Business Intelligence
10 24 (23.08%) Linux
10 24 (23.08%) Big Data
10 24 (23.08%) Machine Learning
11 22 (21.15%) MySQL
12 21 (20.19%) MS Excel
12 21 (20.19%) Computer Science
13 20 (19.23%) Finance
13 20 (19.23%) Data Modelling
14 19 (18.27%) SQL Server Reporting Services
14 19 (18.27%) Mathematics
15 18 (17.31%) Agile Software Development
16 17 (16.35%) T-SQL
16 17 (16.35%) Data Analytics
16 17 (16.35%) NoSQL
17 16 (15.38%) Hadoop
17 16 (15.38%) SQL Server Integration Services
18 15 (14.42%) Microsoft
18 15 (14.42%) Apache Spark
19 14 (13.46%) Data Warehouse
19 14 (13.46%) Oracle

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 15 (14.42%) Apache Spark
2 13 (12.50%) Apache Pig
3 10 (9.62%) SAS
4 2 (1.92%) Apache
5 1 (0.96%) Oracle SOA Suite
Applications
1 21 (20.19%) MS Excel
2 1 (0.96%) MS Office
2 1 (0.96%) SPSS
Business Applications
1 9 (8.65%) Sentinel
Cloud Services
1 11 (10.58%) Office 365
2 4 (3.85%) Amazon AWS
2 4 (3.85%) Google Analytics
3 1 (0.96%) Adobe Analytics
3 1 (0.96%) Microsoft Azure
3 1 (0.96%) PaaS
Communications & Networking
1 2 (1.92%) Cisco ASA
1 2 (1.92%) Cisco Nexus
1 2 (1.92%) Firewall
1 2 (1.92%) Network Security
1 2 (1.92%) TCP/IP
Database & Business Intelligence
1 29 (27.88%) SQL Server
2 24 (23.08%) Big Data
3 22 (21.15%) MySQL
4 19 (18.27%) SQL Server Reporting Services
5 17 (16.35%) NoSQL
6 16 (15.38%) Hadoop
6 16 (15.38%) SQL Server Integration Services
7 14 (13.46%) Data Warehouse
8 13 (12.50%) Apache Hive
9 12 (11.54%) SQL Server 2012
10 11 (10.58%) Redis
11 9 (8.65%) Oracle Database
11 9 (8.65%) Relational Database
12 8 (7.69%) HBase
13 7 (6.73%) BusinessObjects
13 7 (6.73%) Oracle Database 11g
14 6 (5.77%) MS Access
15 5 (4.81%) MongoDB
15 5 (4.81%) Power BI
15 5 (4.81%) SQL Server Analysis Services
Development Applications
1 4 (3.85%) Talend Open Studio
2 3 (2.88%) Git (software)
3 2 (1.92%) Vagrant
4 1 (0.96%) Team Foundation Server
General
1 20 (19.23%) Finance
2 5 (4.81%) Marketing
3 2 (1.92%) Local Government
4 1 (0.96%) Automotive
4 1 (0.96%) Banking
4 1 (0.96%) Billing
4 1 (0.96%) Publishing
4 1 (0.96%) Retail
Job Titles
1 40 (38.46%) Developer
2 21 (20.19%) Analyst
3 18 (17.31%) DBA
3 18 (17.31%) SQL DBA
4 12 (11.54%) Data Analyst
4 12 (11.54%) Java Developer
4 12 (11.54%) Senior Developer
5 11 (10.58%) SQL Server DBA
6 9 (8.65%) Java Scala Developer
6 9 (8.65%) Node.js Developer
6 9 (8.65%) Polyglot Developer
6 9 (8.65%) Python Developer
6 9 (8.65%) Scala Developer
6 9 (8.65%) Senior Java Developer
6 9 (8.65%) Senior Java Scala Developer
6 9 (8.65%) Senior Python Developer
6 9 (8.65%) Senior Scala Developer
7 8 (7.69%) Business Intelligence Lead
7 8 (7.69%) Data Scientist
7 8 (7.69%) Technical Leader
Libraries, Frameworks & Software Standards
1 13 (12.50%) Spring
2 12 (11.54%) Node.js
3 11 (10.58%) JMS
3 11 (10.58%) SOAP
4 9 (8.65%) RESTful
4 9 (8.65%) Samza
4 9 (8.65%) XML
5 5 (4.81%) CSS
5 5 (4.81%) HTML
6 4 (3.85%) .NET
6 4 (3.85%) .NET Framework
7 3 (2.88%) Kafka
7 3 (2.88%) Web Services
8 2 (1.92%) AngularJS
8 2 (1.92%) Boost C++ Libraries
8 2 (1.92%) REST
8 2 (1.92%) STL
9 1 (0.96%) ASP.NET MVC
9 1 (0.96%) Entity Framework
9 1 (0.96%) SciPy
Miscellaneous
1 35 (33.65%) Analytical Skills
2 34 (32.69%) Statistics
3 21 (20.19%) Computer Science
4 19 (18.27%) Mathematics
5 10 (9.62%) Data Integration
5 10 (9.62%) Telematics
6 8 (7.69%) Management Information System
7 7 (6.73%) Algorithms
7 7 (6.73%) Physics
8 4 (3.85%) Credit Risk
9 3 (2.88%) Cloud Native
10 2 (1.92%) Artificial Intelligence
10 2 (1.92%) Data Centre
10 2 (1.92%) Data Extraction
10 2 (1.92%) Data Structures
10 2 (1.92%) Economics
10 2 (1.92%) Enterprise Software
10 2 (1.92%) Hedge funds
10 2 (1.92%) Mobile App
10 2 (1.92%) PKI
Operating Systems
1 24 (23.08%) Linux
2 8 (7.69%) Unix
3 2 (1.92%) Android
3 2 (1.92%) Apple iOS
4 1 (0.96%) Windows
4 1 (0.96%) Windows Server
Processes & Methodologies
1 55 (52.88%) Analytics
2 33 (31.73%) ETL
3 27 (25.96%) Business Intelligence
4 24 (23.08%) Machine Learning
5 20 (19.23%) Data Modelling
6 18 (17.31%) Agile Software Development
7 17 (16.35%) Data Analytics
8 13 (12.50%) Data Analysis
8 13 (12.50%) MVC
9 12 (11.54%) Low Latency
9 12 (11.54%) Performance Monitoring
10 11 (10.58%) Scrum
10 11 (10.58%) SDLC
11 10 (9.62%) Kanban
11 10 (9.62%) Mobile Development
12 9 (8.65%) MapReduce
12 9 (8.65%) Open Source
12 9 (8.65%) Project Management
13 7 (6.73%) CRM
13 7 (6.73%) Time Management
Programming Languages
1 65 (62.50%) SQL
2 28 (26.92%) Java
3 27 (25.96%) Python
4 17 (16.35%) T-SQL
5 14 (13.46%) Scala
6 12 (11.54%) C++
6 12 (11.54%) Groovy
6 12 (11.54%) R
7 11 (10.58%) PL/SQL
7 11 (10.58%) PowerShell
8 10 (9.62%) C
9 9 (8.65%) Lua
10 8 (7.69%) Shell Script
11 7 (6.73%) JavaScript
12 6 (5.77%) PHP
13 5 (4.81%) VBA
14 3 (2.88%) Bash Shell
14 3 (2.88%) C#
15 2 (1.92%) MATLAB
16 1 (0.96%) Perl
Qualifications
1 30 (28.85%) Degree
2 2 (1.92%) ISTQB
2 2 (1.92%) ISTQB Advanced Certification
2 2 (1.92%) ISTQB Foundation Certification
2 2 (1.92%) ITIL Foundation Certificate
2 2 (1.92%) PhD
3 1 (0.96%) MCSA
3 1 (0.96%) Microsoft Certification
3 1 (0.96%) SC Cleared
3 1 (0.96%) Security Cleared
Quality Assurance & Compliance
1 9 (8.65%) Data Quality
2 6 (5.77%) QA
3 1 (0.96%) SLA
System Software
1 8 (7.69%) Apache Flume
2 7 (6.73%) Oracle RAC
3 3 (2.88%) Active Directory
4 2 (1.92%) Docker
Systems Management
1 8 (7.69%) Oozie
2 2 (1.92%) HP Quality Center
2 2 (1.92%) Opscode Chef
2 2 (1.92%) Puppet
3 1 (0.96%) Salt
Vendors
1 15 (14.42%) Microsoft
2 14 (13.46%) Oracle
3 5 (4.81%) Cognos
4 4 (3.85%) Google
4 4 (3.85%) Talend
5 2 (1.92%) Cisco
5 2 (1.92%) HP
5 2 (1.92%) Informatica
5 2 (1.92%) Perforce
5 2 (1.92%) Salesforce.com
5 2 (1.92%) SAP
5 2 (1.92%) ServiceNow
5 2 (1.92%) Sophos
6 1 (0.96%) Adobe
6 1 (0.96%) IBM
6 1 (0.96%) MapR
6 1 (0.96%) Marketo
6 1 (0.96%) Tableau
Reading
Oracle
Salary: Competitive
Posted: Yesterday
Reading
Oracle
Salary: Competitive
Posted: Yesterday
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £22000 - £28000 per annum + Benefits
Posted: 4 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 11 days ago
Milton Keynes
Mint
Salary: £75000 - £90000 per annum + Excellent benefits package
Posted: 17 days ago