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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 158 206 210
Rank change year-on-year
+48 +4
Permanent jobs citing Data Mining 42 5 19
As % of all permanent IT jobs located in Surrey 1.07% 0.11% 0.37%
As % of the Database & Business Intelligence category 3.33% 0.37% 1.14%
Number of salaries quoted 31 5 16
Median salary £40,000 £50,000 £47,500
Median salary % change year-on-year
-20.00% +5.26%
90% offered a salary of more than £34,000 £32,100 £35,000
10% offered a salary of more than £60,000 £69,500 £60,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
1262 1349 1664
As % of all permanent IT jobs located in Surrey 32.11% 30.66% 32.39%
Number of salaries quoted 1105 1152 1390
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £33,925 £31,000 £32,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 26 May 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 26 May 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 +19 12 £34,000 -32.00%
Woking - 9 £40,000 -
Epsom - 8 £55,000 - 1
Guildford -1 4 - -
Sunbury-on-Thames - 3 £40,500 -
Reigate - 1 £45,000 -
Thames Ditton - 1 £22,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 26 May 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 43 (61.43%) SQL
2 27 (38.57%) SQL Server
3 25 (35.71%) Microsoft
3 25 (35.71%) Analytical Skills
4 24 (34.29%) Relational Database
5 20 (28.57%) Agile Software Development
5 20 (28.57%) Degree
6 18 (25.71%) SQL Server Integration Services
6 18 (25.71%) MS Excel
7 17 (24.29%) SQL Server Reporting Services
8 16 (22.86%) Oracle
9 15 (21.43%) Data Warehouse
9 15 (21.43%) Data Modelling
9 15 (21.43%) R
10 14 (20.00%) SQL Server Analysis Services
11 13 (18.57%) Scrum
11 13 (18.57%) Information Retrieval
11 13 (18.57%) Big Data
12 12 (17.14%) Analytics
12 12 (17.14%) Java
13 11 (15.71%) SAP
13 11 (15.71%) Data Analysis
13 11 (15.71%) Machine Learning
14 10 (14.29%) MapReduce
14 10 (14.29%) Apache Hive
14 10 (14.29%) Hadoop
14 10 (14.29%) Business Development
14 10 (14.29%) Apache Pig
14 10 (14.29%) Data Structures
14 10 (14.29%) Linux

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 10 (14.29%) Apache Pig
2 8 (11.43%) Apache Spark
3 6 (8.57%) Apache
4 4 (5.71%) MS Exchange
4 4 (5.71%) Skype for Business
5 2 (2.86%) Node.js
6 1 (1.43%) SAS
Applications
1 18 (25.71%) MS Excel
2 6 (8.57%) MS Office
3 5 (7.14%) MS Visio
3 5 (7.14%) Spreadsheet
4 1 (1.43%) MS PowerPoint
4 1 (1.43%) SPSS
Business Applications
1 5 (7.14%) Dynamics CRM
1 5 (7.14%) SAP Oil and Gas
2 2 (2.86%) Sentinel
3 1 (1.43%) Hyperion Enterprise
Cloud Services
1 6 (8.57%) Cloud Computing
1 6 (8.57%) IaaS
1 6 (8.57%) PaaS
1 6 (8.57%) SaaS
2 1 (1.43%) Microsoft Azure
2 1 (1.43%) Office 365
Communications & Networking
1 4 (5.71%) Firewall
1 4 (5.71%) LAN
1 4 (5.71%) SAN
1 4 (5.71%) Unified Communications
1 4 (5.71%) Wi-Fi
1 4 (5.71%) WLAN
2 1 (1.43%) Internet
2 1 (1.43%) Remote Desktop
2 1 (1.43%) VPN
Database & Business Intelligence
1 27 (38.57%) SQL Server
2 24 (34.29%) Relational Database
3 18 (25.71%) SQL Server Integration Services
4 17 (24.29%) SQL Server Reporting Services
5 15 (21.43%) Data Warehouse
6 14 (20.00%) SQL Server Analysis Services
7 13 (18.57%) Big Data
8 10 (14.29%) Apache Hive
8 10 (14.29%) Hadoop
9 8 (11.43%) MongoDB
9 8 (11.43%) NoSQL
10 6 (8.57%) RDBMS
11 4 (5.71%) Apache Cassandra
11 4 (5.71%) DB2
11 4 (5.71%) GIS
11 4 (5.71%) HBase
11 4 (5.71%) Informix
11 4 (5.71%) InterSystems Cache
11 4 (5.71%) MySQL
11 4 (5.71%) SAP HANA
Development Applications
1 4 (5.71%) ERwin
2 1 (1.43%) Visual Studio
General
1 7 (10.00%) Finance
2 4 (5.71%) Legal
3 1 (1.43%) Manufacturing
3 1 (1.43%) Marketing
Job Titles
1 23 (32.86%) Analyst
2 17 (24.29%) Developer
3 14 (20.00%) Data Analyst
4 10 (14.29%) DBA
4 10 (14.29%) SQL DBA
5 8 (11.43%) Data Mining Analyst
5 8 (11.43%) Report Analyst
6 7 (10.00%) Architect
6 7 (10.00%) Data Architect
7 6 (8.57%) Data Scientist
7 6 (8.57%) SQL Server DBA
8 5 (7.14%) Consultant
8 5 (7.14%) Service Analyst
9 4 (5.71%) Administrator
9 4 (5.71%) Big Data Developer
9 4 (5.71%) Hadoop Developer
9 4 (5.71%) Junior
9 4 (5.71%) Junior Developer
10 3 (4.29%) Security Analyst
10 3 (4.29%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (8.57%) Cascading
1 6 (8.57%) Kafka
1 6 (8.57%) Natural Language Processing
2 4 (5.71%) JSON
2 4 (5.71%) Middleware
2 4 (5.71%) REST
3 2 (2.86%) JMS
3 2 (2.86%) RESTful
3 2 (2.86%) Samza
3 2 (2.86%) SOAP
3 2 (2.86%) Spring
4 1 (1.43%) .NET Framework
4 1 (1.43%) ASP.NET MVC
4 1 (1.43%) ASP.NET MVC 5
4 1 (1.43%) CSS3
4 1 (1.43%) Entity Framework
4 1 (1.43%) HTML5
4 1 (1.43%) jQuery
4 1 (1.43%) Unity DI Container
4 1 (1.43%) XHTML
Miscellaneous
1 25 (35.71%) Analytical Skills
2 10 (14.29%) Data Structures
3 9 (12.86%) Computer Science
4 8 (11.43%) AS400
5 7 (10.00%) Management Information System
5 7 (10.00%) Statistics
6 6 (8.57%) Algorithms
6 6 (8.57%) Artificial Intelligence
6 6 (8.57%) Data Integration
6 6 (8.57%) Neural Network
7 5 (7.14%) Cybercrime
7 5 (7.14%) Cyberthreat
7 5 (7.14%) Economics
8 4 (5.71%) Mobile App
8 4 (5.71%) Private Cloud
9 2 (2.86%) Mathematics
9 2 (2.86%) Telematics
10 1 (1.43%) Informatics
10 1 (1.43%) PKI
Operating Systems
1 10 (14.29%) Linux
2 6 (8.57%) Unix
3 1 (1.43%) Windows
3 1 (1.43%) Windows 7
3 1 (1.43%) Windows 8
Processes & Methodologies
1 20 (28.57%) Agile Software Development
2 15 (21.43%) Data Modelling
3 13 (18.57%) Information Retrieval
3 13 (18.57%) Scrum
4 12 (17.14%) Analytics
5 11 (15.71%) Data Analysis
5 11 (15.71%) Machine Learning
6 10 (14.29%) Business Development
6 10 (14.29%) MapReduce
6 10 (14.29%) Project Management
7 9 (12.86%) Quantitative Analysis
7 9 (12.86%) SDLC
7 9 (12.86%) UML
8 8 (11.43%) Data Migration
8 8 (11.43%) Migration
9 7 (10.00%) Data Architecture
9 7 (10.00%) Kalman Filter
10 6 (8.57%) Data Analytics
10 6 (8.57%) Propensity Modelling
10 6 (8.57%) Statistical Modelling
Programming Languages
1 43 (61.43%) SQL
2 15 (21.43%) R
3 12 (17.14%) Java
4 10 (14.29%) Shell Script
5 9 (12.86%) JavaScript
6 8 (11.43%) Python
6 8 (11.43%) VBA
7 6 (8.57%) C#
7 6 (8.57%) Perl
8 2 (2.86%) Groovy
8 2 (2.86%) Lua
8 2 (2.86%) Scala
8 2 (2.86%) T-SQL
9 1 (1.43%) VB
Qualifications
1 20 (28.57%) Degree
2 5 (7.14%) Microsoft Certification
3 4 (5.71%) CISSP
3 4 (5.71%) CITP
3 4 (5.71%) MBA
3 4 (5.71%) MCDBA
3 4 (5.71%) Postgraduate
3 4 (5.71%) PRINCE2 Practitioner
4 1 (1.43%) MCSA
Quality Assurance & Compliance
1 1 (1.43%) Data Quality
System Software
1 1 (1.43%) Active Directory
Vendors
1 25 (35.71%) Microsoft
2 16 (22.86%) Oracle
3 11 (15.71%) SAP
4 4 (5.71%) Hyperion
4 4 (5.71%) MuleSoft
4 4 (5.71%) ServiceNow
4 4 (5.71%) SolarWinds
4 4 (5.71%) Sybase
5 3 (4.29%) IBM
5 3 (4.29%) Teradata
6 1 (1.43%) JD Edwards
Epsom
TRG
Salary: 65000-75000 Per Annum
Posted: 20 days ago