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 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / South East
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 319 354 409
Rank change year-on-year +35 +55  
Permanent jobs citing Data Mining 75 85 60
As % of all permanent IT jobs advertised in the South East 0.51% 0.46% 0.28%
As % of the Database & Business Intelligence category 1.69% 1.46% 0.89%
Number of salaries quoted 68 77 45
Median salary £65,000 £45,000 £45,000
Median salary % change year-on-year +44.44% -  
90% offered a salary of more than £38,800 £33,400 £32,500
10% offered a salary of more than £82,500 £80,000 £66,000
UK excluding London median salary £51,250 £42,500 £45,000
% change year-on-year +20.58% -5.55%  

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 4450 5826 6738
As % of all permanent IT job vacancies advertised in the South East 30.48% 31.63% 31.99%
Number of salaries quoted 3862 5213 5743
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.44%  
90% offered a salary of more than £31,000 £31,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 28 June 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 28 June 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 +26 16 £55,000 -29.93%
Oxfordshire +18 16 £77,750 +48.09% 1
Surrey +11 12 £65,000 +61.49%
Hampshire +10 11 £40,000 +14.28% 2
West Sussex - 10 £65,000 - 1
Buckinghamshire +2 6 £74,000 +111.42%
Kent - 4 £35,000 -
Data Mining
England

For the 6 months to 28 June 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 (46.00%) SQL
2 66 (44.00%) Analytics
3 64 (42.67%) Big Data
3 64 (42.67%) Statistics
4 63 (42.00%) Machine Learning
5 56 (37.33%) Degree
5 56 (37.33%) Python
6 53 (35.33%) Mathematics
7 44 (29.33%) Apache Spark
8 39 (26.00%) NoSQL
9 37 (24.67%) Scala
9 37 (24.67%) ETL
10 36 (24.00%) Data Modelling
10 36 (24.00%) Java
10 36 (24.00%) Hadoop
11 35 (23.33%) Agile Software Development
12 34 (22.67%) Oracle
13 31 (20.67%) Visualisation
13 31 (20.67%) Data Visualisation
13 31 (20.67%) Algorithms
14 29 (19.33%) Data Management
15 28 (18.67%) Kafka
16 27 (18.00%) Relational Database
17 26 (17.33%) Analytical Skills
18 25 (16.67%) R
18 25 (16.67%) Scrum
18 25 (16.67%) Data Warehouse
19 23 (15.33%) SAS
20 22 (14.67%) Natural Language Processing
20 22 (14.67%) Multithreading

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 44 (29.33%) Apache Spark
2 23 (15.33%) SAS
3 15 (10.00%) Apache
4 8 (5.33%) Apache Solr
4 8 (5.33%) Elasticsearch
5 3 (2.00%) SharePoint
6 1 (0.67%) ArcGIS
6 1 (0.67%) BizTalk Server
6 1 (0.67%) SharePoint Server
Applications
1 15 (10.00%) Microsoft Excel
2 12 (8.00%) Microsoft Project
3 2 (1.33%) Microsoft Office
4 1 (0.67%) SPSS
Business Applications
1 8 (5.33%) SAP CO
1 8 (5.33%) SAP FI
1 8 (5.33%) SAP FI/CO
1 8 (5.33%) SAP FSCM
1 8 (5.33%) SAP MM
1 8 (5.33%) SAP PS
1 8 (5.33%) SAP SD
2 2 (1.33%) Dynamics CRM
2 2 (1.33%) Eloqua
2 2 (1.33%) Sentinel
Cloud Services
1 5 (3.33%) Amazon AWS
1 5 (3.33%) Amazon EC2
1 5 (3.33%) Amazon S3
2 4 (2.67%) SaaS
3 2 (1.33%) Cortana Intelligence Suite
3 2 (1.33%) Google Analytics
3 2 (1.33%) Microsoft Azure
Communications & Networking
1 4 (2.67%) Extranet
1 4 (2.67%) Internet
2 1 (0.67%) SMS
Database & Business Intelligence
1 64 (42.67%) Big Data
2 39 (26.00%) NoSQL
3 36 (24.00%) Hadoop
4 27 (18.00%) Relational Database
5 25 (16.67%) Data Warehouse
6 20 (13.33%) SQL Server
7 16 (10.67%) Redis
8 14 (9.33%) Apache Cassandra
8 14 (9.33%) HBase
9 11 (7.33%) MS Access
10 10 (6.67%) SQL Server Reporting Services
11 9 (6.00%) Text Mining
12 8 (5.33%) SAP BW
13 7 (4.67%) BusinessObjects
13 7 (4.67%) Data Lake
13 7 (4.67%) Oracle Database
14 6 (4.00%) Apache Hive
14 6 (4.00%) KNIME
14 6 (4.00%) OLTP
14 6 (4.00%) Qlik Sense
General
1 21 (14.00%) Finance
2 15 (10.00%) Marketing
3 6 (4.00%) Pharmaceutical
4 5 (3.33%) Retail
5 4 (2.67%) Telecoms
6 2 (1.33%) Billing
6 2 (1.33%) Games
7 1 (0.67%) Advertising
7 1 (0.67%) Automotive
Job Titles
1 36 (24.00%) Analyst
2 25 (16.67%) Data Scientist
3 22 (14.67%) Developer
4 21 (14.00%) Data Analyst
5 18 (12.00%) Data Engineer
6 16 (10.67%) Java Developer
7 12 (8.00%) Digital Project Manager
7 12 (8.00%) Project Manager
8 11 (7.33%) Big Data Engineer
8 11 (7.33%) SQL Analyst
8 11 (7.33%) Technical Manager
8 11 (7.33%) Technical Project Manager
9 9 (6.00%) SQL Data Analyst
10 8 (5.33%) Development Manager
10 8 (5.33%) Software Development Manager
10 8 (5.33%) Software Manager
11 6 (4.00%) DBA
11 6 (4.00%) SAP Analyst
11 6 (4.00%) SAP Data Analyst
11 6 (4.00%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 28 (18.67%) Kafka
2 22 (14.67%) Natural Language Processing
3 20 (13.33%) REST
3 20 (13.33%) Web Services
4 16 (10.67%) JMS
4 16 (10.67%) Node.js
4 16 (10.67%) SOAP
4 16 (10.67%) Spring
5 14 (9.33%) AngularJS
6 9 (6.00%) .NET
7 8 (5.33%) Lucene
7 8 (5.33%) scikit-learn
8 6 (4.00%) HTML
8 6 (4.00%) XML
9 4 (2.67%) CSS
9 4 (2.67%) LAMP
10 2 (1.33%) RESTful
10 2 (1.33%) Samza
11 1 (0.67%) MLlib
11 1 (0.67%) UIMA
Miscellaneous
1 31 (20.67%) Algorithms
2 26 (17.33%) Analytical Skills
3 20 (13.33%) Computer Science
4 14 (9.33%) Cloud Native
4 14 (9.33%) Mobile App
4 14 (9.33%) Social Media
4 14 (9.33%) Virtual Team
5 6 (4.00%) Data Structures
5 6 (4.00%) Life Science
6 4 (2.67%) Client/Server
6 4 (2.67%) Credit Risk
6 4 (2.67%) Greenfield Project
6 4 (2.67%) Management Information System
7 2 (1.33%) RIA
8 1 (0.67%) User Experience
Operating Systems
1 20 (13.33%) Linux
2 14 (9.33%) Android
2 14 (9.33%) Apple iOS
3 5 (3.33%) Unix
4 1 (0.67%) Windows 10
Processes & Methodologies
1 66 (44.00%) Analytics
2 64 (42.67%) Statistics
3 63 (42.00%) Machine Learning
4 53 (35.33%) Mathematics
5 37 (24.67%) ETL
6 36 (24.00%) Data Modelling
7 35 (23.33%) Agile Software Development
8 31 (20.67%) Data Visualisation
8 31 (20.67%) Visualisation
9 29 (19.33%) Data Management
10 25 (16.67%) Scrum
11 22 (14.67%) Actionable Insight
11 22 (14.67%) Multithreading
12 19 (12.67%) Data Analytics
12 19 (12.67%) Kanban
12 19 (12.67%) Statistical Analysis
13 18 (12.00%) Data Analysis
13 18 (12.00%) Physics
13 18 (12.00%) Software Engineering
14 17 (11.33%) Open Source
Programming Languages
1 69 (46.00%) SQL
2 56 (37.33%) Python
3 37 (24.67%) Scala
4 36 (24.00%) Java
5 25 (16.67%) R
6 19 (12.67%) C++
7 18 (12.00%) C
8 16 (10.67%) Groovy
9 11 (7.33%) T-SQL
10 8 (5.33%) Perl
11 6 (4.00%) ABAP
11 6 (4.00%) JavaScript
11 6 (4.00%) MATLAB
11 6 (4.00%) VBA
12 4 (2.67%) PHP
13 3 (2.00%) PL/SQL
14 2 (1.33%) Lua
14 2 (1.33%) VB
15 1 (0.67%) C#
Qualifications
1 56 (37.33%) Degree
2 14 (9.33%) Master's Degree
2 14 (9.33%) PhD
3 12 (8.00%) Numerate Degree
4 6 (4.00%) Computer Science Degree
5 3 (2.00%) SC Cleared
5 3 (2.00%) Security Cleared
6 2 (1.33%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 20 (13.33%) QA
2 16 (10.67%) Data Quality
3 1 (0.67%) IFRS
3 1 (0.67%) IFRS 9
System Software
1 5 (3.33%) Docker
1 5 (3.33%) Oracle RAC
Systems Management
1 5 (3.33%) Mesos
Vendors
1 34 (22.67%) Oracle
2 17 (11.33%) Microsoft
3 10 (6.67%) SAP
3 10 (6.67%) Tableau
4 3 (2.00%) Intel
5 2 (1.33%) Google
5 2 (1.33%) HubSpot
5 2 (1.33%) Marketo
5 2 (1.33%) Pardot
5 2 (1.33%) Siebel
6 1 (0.67%) Cloudera
6 1 (0.67%) IBM
6 1 (0.67%) Perforce
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 2 days ago
Farnborough
Mint
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago
Hampshire
Mint
Salary: £25000 - £40000 per annum + Excellent
Posted: 13 days ago
East Grinstead, West Sussex
Ballard Chalmers Limited
Salary: From £60,000 to £70,000 per annum DOE + Bonuses
Posted: 20 days ago