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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 145 203 205
Rank change year-on-year
+58 +2
Permanent jobs citing Data Mining 32 12 24
As % of all permanent IT jobs located in Surrey 0.94% 0.28% 0.51%
As % of the Database & Business Intelligence category 3.13% 0.89% 1.51%
Number of salaries quoted 28 9 23
Median salary £60,000 £50,000 £42,500
Median salary % change year-on-year
+20.00% +17.64%
90% offered a salary of more than £35,500 £40,000 £26,000
10% offered a salary of more than £70,000 £63,100 £50,000
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
1021 1348 1589
As % of all permanent IT jobs located in Surrey 29.87% 31.81% 33.54%
Number of salaries quoted 854 1200 1314
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 £30,700
10% offered a salary of more than £67,500 £65,000 £60,000
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 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 29 September 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 29 September 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
Staines - 10 £60,000 -
Epsom - 8 £70,000 -
Woking - 3 £37,500 -
Reigate +3 2 £45,000 -10.00%
Redhill - 1 £52,500 - 2
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 29 September 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 41 (62.12%) Java
2 36 (54.55%) SQL
3 33 (50.00%) Analytics
4 27 (40.91%) Machine Learning
4 27 (40.91%) Apache Spark
4 27 (40.91%) Python
5 25 (37.88%) Linux
5 25 (37.88%) Agile Software Development
6 22 (33.33%) Data Analysis
6 22 (33.33%) MVC
6 22 (33.33%) Big Data
7 21 (31.82%) Hadoop
8 20 (30.30%) Apache Hive
8 20 (30.30%) MapReduce
8 20 (30.30%) Apache Pig
8 20 (30.30%) Spring
9 19 (28.79%) Scrum
9 19 (28.79%) Shell Script
9 19 (28.79%) Node.js
9 19 (28.79%) Data Integration
9 19 (28.79%) Mobile Development
9 19 (28.79%) Low Latency
10 18 (27.27%) Relational Database
11 17 (25.76%) R
12 16 (24.24%) Statistics
12 16 (24.24%) Scala
13 15 (22.73%) SOAP
14 14 (21.21%) Samza
15 13 (19.70%) HBase
16 11 (16.67%) ETL

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 27 (40.91%) Apache Spark
2 20 (30.30%) Apache Pig
3 7 (10.61%) Apache
4 1 (1.52%) SAS
Applications
1 1 (1.52%) MS Excel
1 1 (1.52%) MS Office
1 1 (1.52%) SPSS
Business Applications
1 10 (15.15%) Sentinel
2 5 (7.58%) SAP Oil and Gas
Communications & Networking
1 3 (4.55%) Cisco ASA
1 3 (4.55%) Cisco Nexus
1 3 (4.55%) Firewall
1 3 (4.55%) Network Security
1 3 (4.55%) TCP/IP
Database & Business Intelligence
1 22 (33.33%) Big Data
2 21 (31.82%) Hadoop
3 20 (30.30%) Apache Hive
4 18 (27.27%) Relational Database
5 13 (19.70%) HBase
6 10 (15.15%) Redis
7 9 (13.64%) Apache Cassandra
7 9 (13.64%) NoSQL
8 8 (12.12%) RDBMS
9 5 (7.58%) MongoDB
10 4 (6.06%) SQL Server
11 2 (3.03%) Text Mining
12 1 (1.52%) Data Lake
12 1 (1.52%) Data Warehouse
12 1 (1.52%) SQL Server Analysis Services
12 1 (1.52%) SQL Server Integration Services
12 1 (1.52%) SQL Server Reporting Services
Development Applications
1 6 (9.09%) Vagrant
2 2 (3.03%) Visual Studio
3 1 (1.52%) Appcelerator Titanium
3 1 (1.52%) Git (software)
3 1 (1.52%) Subversion
General
1 2 (3.03%) Finance
2 1 (1.52%) Retail
Job Titles
1 37 (56.06%) Developer
2 17 (25.76%) Java Developer
3 16 (24.24%) Senior Developer
4 13 (19.70%) Node.js Developer
4 13 (19.70%) Senior Java Developer
5 12 (18.18%) Python Developer
5 12 (18.18%) Senior Python Developer
6 10 (15.15%) Java Scala Developer
6 10 (15.15%) Polyglot Developer
6 10 (15.15%) Scala Developer
6 10 (15.15%) Senior Java Scala Developer
6 10 (15.15%) Senior Scala Developer
7 8 (12.12%) Analyst
7 8 (12.12%) Business Intelligence Lead
7 8 (12.12%) Technical Leader
8 7 (10.61%) Data Scientist
9 5 (7.58%) Big Data Developer
9 5 (7.58%) Hadoop Developer
9 5 (7.58%) Java Programmer
9 5 (7.58%) Programmer
Libraries, Frameworks & Software Standards
1 20 (30.30%) Spring
2 19 (28.79%) Node.js
3 15 (22.73%) SOAP
4 14 (21.21%) Samza
5 11 (16.67%) RESTful
6 10 (15.15%) JMS
7 8 (12.12%) CSS
7 8 (12.12%) HTML
8 7 (10.61%) Cascading
8 7 (10.61%) CSS3
8 7 (10.61%) HTML5
8 7 (10.61%) Kafka
8 7 (10.61%) Natural Language Processing
9 5 (7.58%) GWT
9 5 (7.58%) Web Services
9 5 (7.58%) ZK
10 4 (6.06%) .NET
10 4 (6.06%) .NET Framework
10 4 (6.06%) REST
11 3 (4.55%) jQuery
Miscellaneous
1 19 (28.79%) Data Integration
2 16 (24.24%) Statistics
3 11 (16.67%) Telematics
4 9 (13.64%) Analytical Skills
4 9 (13.64%) Cloud Native
5 7 (10.61%) Algorithms
5 7 (10.61%) Artificial Intelligence
5 7 (10.61%) Data Structures
5 7 (10.61%) Neural Network
6 5 (7.58%) Computer Science
6 5 (7.58%) Mathematics
7 4 (6.06%) Physics
8 3 (4.55%) Data Centre
8 3 (4.55%) PKI
8 3 (4.55%) Virtual Team
9 1 (1.52%) Economics
9 1 (1.52%) Fintech
9 1 (1.52%) Management Information System
9 1 (1.52%) Mobile App
Operating Systems
1 25 (37.88%) Linux
2 7 (10.61%) Unix
Processes & Methodologies
1 33 (50.00%) Analytics
2 27 (40.91%) Machine Learning
3 25 (37.88%) Agile Software Development
4 22 (33.33%) Data Analysis
4 22 (33.33%) MVC
5 20 (30.30%) MapReduce
6 19 (28.79%) Low Latency
6 19 (28.79%) Mobile Development
6 19 (28.79%) Scrum
7 11 (16.67%) Business Intelligence
7 11 (16.67%) ETL
8 10 (15.15%) Information Retrieval
8 10 (15.15%) Multithreading
8 10 (15.15%) Open Source
8 10 (15.15%) Open Source Development
8 10 (15.15%) Quantitative Analysis
8 10 (15.15%) SDLC
9 8 (12.12%) Kalman Filter
9 8 (12.12%) Kanban
9 8 (12.12%) Statistical Modelling
Programming Languages
1 41 (62.12%) Java
2 36 (54.55%) SQL
3 27 (40.91%) Python
4 19 (28.79%) Shell Script
5 17 (25.76%) R
6 16 (24.24%) Scala
7 11 (16.67%) Groovy
8 10 (15.15%) Lua
9 7 (10.61%) Perl
10 4 (6.06%) C#
10 4 (6.06%) T-SQL
11 3 (4.55%) JavaScript
12 2 (3.03%) VBA
13 1 (1.52%) ActionScript
13 1 (1.52%) VB.NET
Qualifications
1 9 (13.64%) Degree
2 1 (1.52%) PMI Certification
2 1 (1.52%) PMP
Quality Assurance & Compliance
1 1 (1.52%) Data Quality
1 1 (1.52%) SLA
System Software
1 9 (13.64%) Apache Flume
2 6 (9.09%) Docker
3 3 (4.55%) Active Directory
Systems Management
1 9 (13.64%) Oozie
2 6 (9.09%) Opscode Chef
2 6 (9.09%) Puppet
3 5 (7.58%) Salt
Vendors
1 7 (10.61%) SAP
2 3 (4.55%) Cisco
2 3 (4.55%) ServiceNow
3 1 (1.52%) IBM
3 1 (1.52%) MapR
3 1 (1.52%) Microsoft
3 1 (1.52%) Salesforce.com
Redhill, Surrey
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 6 days ago
Redhill
Deerfoot IT Resources Ltd
Salary: £50000 - £55000 per annum
Posted: 17 days ago