The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / South East
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 316 370 403
Rank change year-on-year +54 +33  
Permanent jobs citing Data Mining 77 84 58
As % of all permanent IT jobs advertised in the South East 0.51% 0.43% 0.28%
As % of the Database & Business Intelligence category 1.75% 1.40% 0.92%
Number of salaries quoted 55 59 42
Median salary £52,500 £44,500 £40,000
Median salary % change year-on-year +17.97% +11.25%  
90% offered a salary of more than £25,000 £32,500 £23,500
10% offered a salary of more than £65,000 £67,500 £49,500
UK excluding London median salary £45,000 £41,000 £42,500
% change year-on-year +9.75% -3.52%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South East
Permanent job vacancies with a requirement for database and business intelligence skills 4393 5999 6331
As % of all permanent IT job vacancies advertised in the South East 29.32% 30.59% 30.35%
Number of salaries quoted 3766 5290 5433
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 £31,000 £30,000
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in the South East.

Salary trend for Data Mining in the South East

Data Mining
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Mining in the South East over the 3 months to 30 March 2017.

Salary histogram for Data Mining 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 March 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
Berkshire +45 26 £60,000 +4.34%
Surrey +48 20 £65,000 +85.71% 1
Hampshire +30 17 £25,500 -43.33%
West Sussex +14 11 £47,500 -29.62%
Buckinghamshire +9 2 £62,500 +92.30%
Middlesex - 1 £52,500 -
Data Mining
England

For the 6 months to 30 March 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 69 (58.97%) SQL
2 54 (46.15%) Statistics
3 53 (45.30%) Analytics
4 49 (41.88%) Machine Learning
4 49 (41.88%) Degree
5 45 (38.46%) Python
6 42 (35.90%) Big Data
7 39 (33.33%) Mathematics
8 30 (25.64%) Oracle
9 29 (24.79%) NoSQL
10 28 (23.93%) Apache Spark
11 27 (23.08%) Algorithms
11 27 (23.08%) Hadoop
12 26 (22.22%) Analytical Skills
12 26 (22.22%) Data Modelling
12 26 (22.22%) ETL
13 22 (18.80%) R
13 22 (18.80%) Scala
13 22 (18.80%) Java
14 21 (17.95%) SQL Server
15 20 (17.09%) Visualisation
15 20 (17.09%) Data Visualisation
16 19 (16.24%) Relational Database
17 18 (15.38%) Data Management
18 16 (13.68%) Finance
18 16 (13.68%) Data Analytics
18 16 (13.68%) Actionable Insight
19 15 (12.82%) Redis
19 15 (12.82%) Node.js
19 15 (12.82%) Low Latency

Data Mining
Co-occurring 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 (23.93%) Apache Spark
2 15 (12.82%) SAS
3 5 (4.27%) Apache
4 3 (2.56%) Apache Pig
Applications
1 12 (10.26%) MS Excel
2 3 (2.56%) MS Project
Business Applications
1 8 (6.84%) Sentinel
2 3 (2.56%) SAP CO
2 3 (2.56%) SAP FI
2 3 (2.56%) SAP FI/CO
2 3 (2.56%) SAP FSCM
2 3 (2.56%) SAP MM
2 3 (2.56%) SAP PS
2 3 (2.56%) SAP SD
Cloud Services
1 4 (3.42%) SaaS
2 3 (2.56%) Amazon AWS
2 3 (2.56%) Google Analytics
Communications & Networking
1 1 (0.85%) Extranet
1 1 (0.85%) Internet
Database & Business Intelligence
1 42 (35.90%) Big Data
2 29 (24.79%) NoSQL
3 27 (23.08%) Hadoop
4 21 (17.95%) SQL Server
5 19 (16.24%) Relational Database
6 15 (12.82%) Redis
7 14 (11.97%) Data Warehouse
8 13 (11.11%) HBase
9 11 (9.40%) MS Access
9 11 (9.40%) SQL Server Reporting Services
10 9 (7.69%) Apache Hive
10 9 (7.69%) Oracle Database
11 8 (6.84%) MySQL
12 7 (5.98%) Apache Cassandra
12 7 (5.98%) BusinessObjects
12 7 (5.98%) Oracle Database 11g
13 6 (5.13%) KNIME
13 6 (5.13%) MongoDB
13 6 (5.13%) Qlik Sense
13 6 (5.13%) Spotfire
Development Applications
1 3 (2.56%) Talend Open Studio
2 1 (0.85%) Team Foundation Server
General
1 16 (13.68%) Finance
2 8 (6.84%) Marketing
3 6 (5.13%) Pharmaceutical
4 2 (1.71%) Billing
5 1 (0.85%) Automotive
5 1 (0.85%) Banking
5 1 (0.85%) Local Government
5 1 (0.85%) Publishing
Job Titles
1 33 (28.21%) Developer
2 30 (25.64%) Analyst
3 23 (19.66%) Data Scientist
4 21 (17.95%) Data Analyst
5 15 (12.82%) Java Developer
6 11 (9.40%) DBA
6 11 (9.40%) SQL DBA
7 10 (8.55%) SQL Server DBA
8 8 (6.84%) Java Scala Developer
8 8 (6.84%) Node.js Developer
8 8 (6.84%) Polyglot Developer
8 8 (6.84%) Python Developer
8 8 (6.84%) Scala Developer
8 8 (6.84%) Senior Developer
8 8 (6.84%) Senior Java Developer
8 8 (6.84%) Senior Java Scala Developer
8 8 (6.84%) Senior Python Developer
8 8 (6.84%) Senior Scala Developer
9 7 (5.98%) SQL Analyst
9 7 (5.98%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 15 (12.82%) JMS
1 15 (12.82%) Node.js
1 15 (12.82%) SOAP
1 15 (12.82%) Spring
2 13 (11.11%) Kafka
2 13 (11.11%) REST
2 13 (11.11%) Web Services
3 10 (8.55%) Natural Language Processing
4 8 (6.84%) RESTful
4 8 (6.84%) Samza
4 8 (6.84%) scikit-learn
5 7 (5.98%) AngularJS
5 7 (5.98%) XML
6 5 (4.27%) CSS
6 5 (4.27%) HTML
7 4 (3.42%) LAMP
8 3 (2.56%) .NET
8 3 (2.56%) .NET Framework
9 1 (0.85%) COM
9 1 (0.85%) Pandas
Miscellaneous
1 27 (23.08%) Algorithms
2 26 (22.22%) Analytical Skills
3 13 (11.11%) Computer Science
3 13 (11.11%) Social Media
3 13 (11.11%) Virtual Team
4 7 (5.98%) Cloud Native
4 7 (5.98%) Mobile App
5 6 (5.13%) Life Science
5 6 (5.13%) Management Information System
6 4 (3.42%) Data Structures
7 3 (2.56%) Credit Risk
8 1 (0.85%) Client/Server
8 1 (0.85%) iSeries
Operating Systems
1 14 (11.97%) Linux
2 7 (5.98%) Android
2 7 (5.98%) Apple iOS
2 7 (5.98%) Unix
3 1 (0.85%) Windows
3 1 (0.85%) Windows Server
Processes & Methodologies
1 54 (46.15%) Statistics
2 53 (45.30%) Analytics
3 49 (41.88%) Machine Learning
4 39 (33.33%) Mathematics
5 26 (22.22%) Data Modelling
5 26 (22.22%) ETL
6 20 (17.09%) Data Visualisation
6 20 (17.09%) Visualisation
7 18 (15.38%) Data Management
8 16 (13.68%) Actionable Insight
8 16 (13.68%) Data Analytics
9 15 (12.82%) Low Latency
9 15 (12.82%) Mentoring
9 15 (12.82%) MVC
10 14 (11.97%) Agile Software Development
10 14 (11.97%) Data Analysis
11 12 (10.26%) Business Intelligence
12 11 (9.40%) Open Source
12 11 (9.40%) Physics
13 10 (8.55%) Performance Monitoring
Programming Languages
1 69 (58.97%) SQL
2 45 (38.46%) Python
3 22 (18.80%) Java
3 22 (18.80%) R
3 22 (18.80%) Scala
4 15 (12.82%) Groovy
5 11 (9.40%) C
5 11 (9.40%) C++
6 9 (7.69%) T-SQL
7 8 (6.84%) Lua
7 8 (6.84%) Perl
7 8 (6.84%) PL/SQL
8 6 (5.13%) MATLAB
9 5 (4.27%) ABAP
9 5 (4.27%) JavaScript
9 5 (4.27%) PHP
9 5 (4.27%) VBA
10 2 (1.71%) VB
Qualifications
1 49 (41.88%) Degree
2 3 (2.56%) PhD
3 2 (1.71%) ITIL Foundation Certificate
4 1 (0.85%) MCSA
4 1 (0.85%) Microsoft Certification
4 1 (0.85%) SC Cleared
4 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 12 (10.26%) QA
2 11 (9.40%) Data Quality
System Software
1 7 (5.98%) Oracle RAC
2 1 (0.85%) Active Directory
Systems Management
1 2 (1.71%) HP Quality Center
Vendors
1 30 (25.64%) Oracle
2 8 (6.84%) Tableau
3 5 (4.27%) Microsoft
3 5 (4.27%) SAP
4 3 (2.56%) Cognos
4 3 (2.56%) Google
4 3 (2.56%) Talend
5 2 (1.71%) HP
5 2 (1.71%) Informatica
5 2 (1.71%) Perforce
6 1 (0.85%) Marketo
6 1 (0.85%) Salesforce.com
Maidstone, Kent
Rullion
Salary: £40000 - £45000 per annum
Posted: 21 hours ago
South East
Experis Ltd
Salary: £45000.00 per annum + Bonus & Benefits
Posted: 2 days ago
Oxfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: 11 days ago
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 23 days ago