The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Mining
South East / Surrey
Rank 150 186 186
Rank change year-on-year +36 0  
Permanent jobs citing Data Mining 19 21 31
As % of all permanent IT jobs advertised in Surrey 0.68% 0.51% 0.69%
As % of the Database & Business Intelligence category 2.43% 1.66% 2.34%
Number of salaries quoted 14 15 19
Median salary £65,000 £35,000 £45,000
Median salary % change year-on-year +85.71% -22.22%  
UK excluding London median salary £46,000 £41,000 £41,250
% change year-on-year +12.19% -0.60%  

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 Surrey with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Surrey
Permanent job vacancies with a requirement for database and business intelligence skills 783 1264 1322
As % of all permanent IT job vacancies advertised in Surrey 28.06% 30.44% 29.61%
Number of salaries quoted 599 1106 1105
Median salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11%  
90% offered a salary of more than £35,000 £32,500 £32,500
10% offered a salary of more than £65,000 £65,000 £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 Surrey

The job posting trend of jobs advertised in Surrey 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 Surrey

Data Mining
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in Surrey.

Salary trend for Data Mining in Surrey

Data Mining
Salary Histogram in Surrey

The salary distribution of IT jobs citing Data Mining in Surrey over the 3 months to 25 March 2017.

Salary histogram for Data Mining in Surrey

Data Mining
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Surrey region over the 3 months to 25 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
Staines -8 7 £65,000 - 1
Epsom - 6 £67,500 -
Redhill +2 1 £35,000 +7.69%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 25 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 Surrey region with a requirement for Data Mining.

1 24 (82.76%) Python
1 24 (82.76%) Machine Learning
2 22 (75.86%) Analytics
3 21 (72.41%) Apache Spark
3 21 (72.41%) Scala
4 20 (68.97%) Java
5 16 (55.17%) Statistics
6 15 (51.72%) Big Data
7 14 (48.28%) Redis
7 14 (48.28%) Low Latency
7 14 (48.28%) Groovy
7 14 (48.28%) Node.js
7 14 (48.28%) SOAP
7 14 (48.28%) JMS
7 14 (48.28%) MVC
7 14 (48.28%) Spring
8 12 (41.38%) Hadoop
9 11 (37.93%) SQL
10 9 (31.03%) Mathematics
11 8 (27.59%) Lua
11 8 (27.59%) Data Integration
11 8 (27.59%) Kanban
11 8 (27.59%) Telematics
11 8 (27.59%) RESTful
11 8 (27.59%) Linux
11 8 (27.59%) Agile Software Development
11 8 (27.59%) Sentinel
11 8 (27.59%) Scrum
11 8 (27.59%) Samza
11 8 (27.59%) Mobile Development

Data Mining
Top Related IT Skills in Surrey 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 21 (72.41%) Apache Spark
2 4 (13.79%) Apache
3 3 (10.34%) SAS
4 2 (6.90%) Apache Pig
Business Applications
1 8 (27.59%) Sentinel
Database & Business Intelligence
1 15 (51.72%) Big Data
2 14 (48.28%) Redis
3 12 (41.38%) Hadoop
4 6 (20.69%) Apache Cassandra
4 6 (20.69%) NoSQL
5 3 (10.34%) MongoDB
5 3 (10.34%) MS Access
6 2 (6.90%) Apache Hive
6 2 (6.90%) HBase
7 1 (3.45%) BusinessObjects
General
1 2 (6.90%) Billing
1 2 (6.90%) Finance
Job Titles
1 14 (48.28%) Developer
1 14 (48.28%) Java Developer
2 8 (27.59%) Java Scala Developer
2 8 (27.59%) Node.js Developer
2 8 (27.59%) Polyglot Developer
2 8 (27.59%) Python Developer
2 8 (27.59%) Scala Developer
2 8 (27.59%) Senior Developer
2 8 (27.59%) Senior Java Developer
2 8 (27.59%) Senior Java Scala Developer
2 8 (27.59%) Senior Python Developer
2 8 (27.59%) Senior Scala Developer
3 7 (24.14%) Data Scientist
4 4 (13.79%) Data Manager
5 3 (10.34%) Senior Manager
6 2 (6.90%) Analyst
6 2 (6.90%) Business Intelligence Lead
6 2 (6.90%) Data Analyst
6 2 (6.90%) Technical Leader
7 1 (3.45%) Senior Analyst
Libraries, Frameworks & Software Standards
1 14 (48.28%) JMS
1 14 (48.28%) Node.js
1 14 (48.28%) SOAP
1 14 (48.28%) Spring
2 8 (27.59%) RESTful
2 8 (27.59%) Samza
3 6 (20.69%) AngularJS
3 6 (20.69%) Kafka
3 6 (20.69%) REST
3 6 (20.69%) Web Services
4 4 (13.79%) Natural Language Processing
Miscellaneous
1 7 (24.14%) Algorithms
2 6 (20.69%) Cloud Native
2 6 (20.69%) Mobile App
3 4 (13.79%) Data Structures
4 3 (10.34%) Analytical Skills
Operating Systems
1 8 (27.59%) Linux
2 6 (20.69%) Android
2 6 (20.69%) Apple iOS
Processes & Methodologies
1 24 (82.76%) Machine Learning
2 22 (75.86%) Analytics
3 16 (55.17%) Statistics
4 14 (48.28%) Low Latency
4 14 (48.28%) MVC
5 9 (31.03%) Mathematics
6 8 (27.59%) Agile Software Development
6 8 (27.59%) Data Integration
6 8 (27.59%) Kanban
6 8 (27.59%) Mobile Development
6 8 (27.59%) Scrum
6 8 (27.59%) Telematics
7 6 (20.69%) Android Development
7 6 (20.69%) Data Analysis
7 6 (20.69%) Data Modelling
7 6 (20.69%) iOS Development
7 6 (20.69%) Multithreading
7 6 (20.69%) Open Source
7 6 (20.69%) Physics
8 4 (13.79%) Artificial Intelligence
Programming Languages
1 24 (82.76%) Python
2 21 (72.41%) Scala
3 20 (68.97%) Java
4 14 (48.28%) Groovy
5 11 (37.93%) SQL
6 8 (27.59%) Lua
7 7 (24.14%) Perl
7 7 (24.14%) R
8 2 (6.90%) Shell Script
8 2 (6.90%) VB
8 2 (6.90%) VBA
Qualifications
1 3 (10.34%) Degree
System Software
1 2 (6.90%) Apache Flume
Systems Management
1 2 (6.90%) Oozie
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 18 days ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 26 days ago