The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Surrey region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 179 180 201
Rank change year-on-year
+1 +21
Permanent jobs citing Data Mining 11 27 27
As % of all permanent IT jobs located in Surrey 0.36% 0.66% 0.57%
As % of the Database & Business Intelligence category 1.17% 2.04% 1.87%
Number of salaries quoted 11 24 15
Median salary £60,000 £40,000 £45,000
Median salary % change year-on-year
+50.00% -11.11%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
South East

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 Surrey region.

Database & Business Intelligence Category
Surrey
Permanent IT job ads with a match in the
Database & Business Intelligence category
941 1324 1444
As % of all permanent IT jobs located in Surrey 30.69% 32.17% 30.55%
Number of salaries quoted 819 1144 1225
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £37,500 £32,500 £33,050
10% offered a salary of more than £70,000 £65,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Surrey

The demand trend of job ads across the Surrey 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 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 across the Surrey region.

Data Mining Salary Trend in Surrey

Data Mining
Salary Histogram in Surrey

This chart provides a salary histogram for IT jobs citing Data Mining across the Surrey region over the 3 months to 4 December 2016.

Data Mining Salary Histogram 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 4 December 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
Epsom - 5 £70,000 - 1
Staines - 5 £60,000 -
Redhill - 1 £37,500 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 4 December 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 Surrey region with a requirement for Data Mining.

1 35 (81.40%) Analytics
2 33 (76.74%) Java
3 23 (53.49%) Python
3 23 (53.49%) Machine Learning
3 23 (53.49%) Apache Spark
4 22 (51.16%) Spring
5 21 (48.84%) MVC
5 21 (48.84%) Node.js
5 21 (48.84%) Low Latency
6 19 (44.19%) Mobile Development
6 19 (44.19%) Data Integration
7 18 (41.86%) Agile Software Development
7 18 (41.86%) Linux
7 18 (41.86%) Scala
8 17 (39.53%) SQL
9 16 (37.21%) SOAP
10 14 (32.56%) Scrum
10 14 (32.56%) Big Data
10 14 (32.56%) Samza
11 13 (30.23%) Groovy
11 13 (30.23%) Data Analysis
12 12 (27.91%) JMS
12 12 (27.91%) Business Intelligence
12 12 (27.91%) Multithreading
12 12 (27.91%) Hadoop
12 12 (27.91%) Redis
13 11 (25.58%) Cloud Native
13 11 (25.58%) Apache Hive
13 11 (25.58%) MapReduce
13 11 (25.58%) Apache Pig

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 23 (53.49%) Apache Spark
2 11 (25.58%) Apache Pig
3 1 (2.33%) Apache
3 1 (2.33%) SAS
Applications
1 1 (2.33%) MS Excel
1 1 (2.33%) MS Office
1 1 (2.33%) SPSS
Business Applications
1 10 (23.26%) Sentinel
Communications & Networking
1 3 (6.98%) Cisco ASA
1 3 (6.98%) Cisco Nexus
1 3 (6.98%) Firewall
1 3 (6.98%) Network Security
1 3 (6.98%) TCP/IP
Database & Business Intelligence
1 14 (32.56%) Big Data
2 12 (27.91%) Hadoop
2 12 (27.91%) Redis
3 11 (25.58%) Apache Hive
4 10 (23.26%) HBase
5 7 (16.28%) Apache Cassandra
5 7 (16.28%) NoSQL
6 5 (11.63%) Relational Database
7 2 (4.65%) RDBMS
8 1 (2.33%) BusinessObjects
8 1 (2.33%) Data Warehouse
8 1 (2.33%) MongoDB
8 1 (2.33%) MS Access
8 1 (2.33%) SQL Server
8 1 (2.33%) SQL Server Analysis Services
8 1 (2.33%) SQL Server Reporting Services
Development Applications
1 6 (13.95%) Vagrant
2 1 (2.33%) Git (software)
2 1 (2.33%) Subversion
Job Titles
1 25 (58.14%) Developer
2 19 (44.19%) Java Developer
3 15 (34.88%) Senior Developer
4 13 (30.23%) Node.js Developer
4 13 (30.23%) Senior Java Developer
5 12 (27.91%) Python Developer
5 12 (27.91%) Senior Python Developer
6 10 (23.26%) Java Scala Developer
6 10 (23.26%) Polyglot Developer
6 10 (23.26%) Scala Developer
6 10 (23.26%) Senior Java Scala Developer
6 10 (23.26%) Senior Scala Developer
7 9 (20.93%) Business Intelligence Lead
7 9 (20.93%) Technical Leader
8 5 (11.63%) Java Programmer
8 5 (11.63%) Programmer
9 3 (6.98%) Analyst
10 2 (4.65%) Network Engineer
10 2 (4.65%) Network Security Engineer
10 2 (4.65%) Software Developer
Libraries, Frameworks & Software Standards
1 22 (51.16%) Spring
2 21 (48.84%) Node.js
3 16 (37.21%) SOAP
4 14 (32.56%) Samza
5 12 (27.91%) JMS
6 10 (23.26%) RESTful
7 6 (13.95%) REST
7 6 (13.95%) Web Services
8 5 (11.63%) CSS
8 5 (11.63%) CSS3
8 5 (11.63%) GWT
8 5 (11.63%) HTML
8 5 (11.63%) HTML5
8 5 (11.63%) ZK
9 3 (6.98%) Kafka
10 2 (4.65%) AngularJS
11 1 (2.33%) Cascading
11 1 (2.33%) Natural Language Processing
Miscellaneous
1 19 (44.19%) Data Integration
2 11 (25.58%) Cloud Native
2 11 (25.58%) Telematics
3 9 (20.93%) Statistics
4 7 (16.28%) Mathematics
5 6 (13.95%) Physics
6 4 (9.30%) Analytical Skills
7 3 (6.98%) Data Centre
7 3 (6.98%) PKI
8 2 (4.65%) Mobile App
9 1 (2.33%) Algorithms
9 1 (2.33%) Artificial Intelligence
9 1 (2.33%) Computer Science
9 1 (2.33%) Data Structures
9 1 (2.33%) Economics
9 1 (2.33%) Management Information System
9 1 (2.33%) Neural Network
Operating Systems
1 18 (41.86%) Linux
2 2 (4.65%) Android
2 2 (4.65%) Apple iOS
3 1 (2.33%) Unix
Processes & Methodologies
1 35 (81.40%) Analytics
2 23 (53.49%) Machine Learning
3 21 (48.84%) Low Latency
3 21 (48.84%) MVC
4 19 (44.19%) Mobile Development
5 18 (41.86%) Agile Software Development
6 14 (32.56%) Scrum
7 13 (30.23%) Data Analysis
8 12 (27.91%) Business Intelligence
8 12 (27.91%) Multithreading
9 11 (25.58%) Kanban
9 11 (25.58%) MapReduce
10 10 (23.26%) ETL
11 9 (20.93%) SDLC
12 6 (13.95%) Data Modelling
12 6 (13.95%) DevOps
12 6 (13.95%) Open Source
13 5 (11.63%) Continuous Integration
13 5 (11.63%) Performance Monitoring
14 4 (9.30%) Service Design
Programming Languages
1 33 (76.74%) Java
2 23 (53.49%) Python
3 18 (41.86%) Scala
4 17 (39.53%) SQL
5 13 (30.23%) Groovy
6 10 (23.26%) Lua
6 10 (23.26%) Shell Script
7 4 (9.30%) R
8 1 (2.33%) Perl
8 1 (2.33%) T-SQL
Qualifications
1 5 (11.63%) Degree
Quality Assurance & Compliance
1 1 (2.33%) Data Quality
1 1 (2.33%) SLA
System Software
1 10 (23.26%) Apache Flume
2 6 (13.95%) Docker
3 3 (6.98%) Active Directory
Systems Management
1 10 (23.26%) Oozie
2 6 (13.95%) Opscode Chef
2 6 (13.95%) Puppet
3 5 (11.63%) Salt
Vendors
1 3 (6.98%) Cisco
1 3 (6.98%) ServiceNow
2 1 (2.33%) IBM
2 1 (2.33%) MapR
2 1 (2.33%) Microsoft
2 1 (2.33%) Salesforce.com
2 1 (2.33%) SAP
Epsom
TRG
Salary: 65000-75000 Per Annum
Posted: 27 days ago