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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 160 220 210
Rank change year-on-year
+60 -10
Permanent jobs citing Data Mining 39 4 15
As % of all permanent IT jobs located in Surrey 1.09% 0.087% 0.30%
As % of the Database & Business Intelligence category 3.58% 0.27% 0.90%
Number of salaries quoted 32 4 13
Median salary £67,500 £50,000 £42,500
Median salary % change year-on-year
+35.00% +17.64%
90% offered a salary of more than £37,500 £30,050 £32,500
10% offered a salary of more than £75,000 £53,500 £49,400
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
1089 1456 1667
As % of all permanent IT jobs located in Surrey 30.54% 31.81% 32.83%
Number of salaries quoted 953 1258 1418
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £35,000 £30,000 £30,750
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 27 July 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 27 July 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 - 18 £70,000 - 1
Woking - 9 £40,000 -
Staines +23 8 £60,000 +67.83% 1
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 27 July 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 38 (48.72%) SQL
2 31 (39.74%) Java
3 27 (34.62%) Machine Learning
4 26 (33.33%) Analytics
4 26 (33.33%) Relational Database
4 26 (33.33%) Agile Software Development
5 24 (30.77%) Python
5 24 (30.77%) Apache Spark
6 19 (24.36%) Analytical Skills
6 19 (24.36%) MVC
7 18 (23.08%) Spring
7 18 (23.08%) Degree
7 18 (23.08%) Linux
7 18 (23.08%) Low Latency
7 18 (23.08%) Mobile Development
7 18 (23.08%) Data Integration
7 18 (23.08%) R
7 18 (23.08%) Node.js
8 17 (21.79%) Big Data
8 17 (21.79%) SQL Server
9 14 (17.95%) Scrum
9 14 (17.95%) Statistics
9 14 (17.95%) Data Analysis
10 13 (16.67%) Microsoft
10 13 (16.67%) Shell Script
10 13 (16.67%) SOAP
10 13 (16.67%) MapReduce
10 13 (16.67%) Apache Hive
10 13 (16.67%) Scala
10 13 (16.67%) Hadoop

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 24 (30.77%) Apache Spark
2 13 (16.67%) Apache Pig
3 6 (7.69%) Apache
4 4 (5.13%) MS Exchange
4 4 (5.13%) Skype for Business
Applications
1 11 (14.10%) MS Excel
2 3 (3.85%) Spreadsheet
3 1 (1.28%) MS Office
3 1 (1.28%) MS PowerPoint
Business Applications
1 9 (11.54%) Sentinel
2 5 (6.41%) SAP Oil and Gas
3 3 (3.85%) Dynamics CRM
4 1 (1.28%) Hyperion Enterprise
Cloud Services
1 3 (3.85%) Cloud Computing
1 3 (3.85%) IaaS
1 3 (3.85%) PaaS
1 3 (3.85%) SaaS
2 1 (1.28%) Microsoft Azure
2 1 (1.28%) Office 365
Communications & Networking
1 5 (6.41%) Firewall
2 4 (5.13%) Unified Communications
3 1 (1.28%) Cisco ASA
3 1 (1.28%) Cisco Nexus
3 1 (1.28%) Internet
3 1 (1.28%) Network Security
3 1 (1.28%) Remote Desktop
3 1 (1.28%) TCP/IP
3 1 (1.28%) VPN
Database & Business Intelligence
1 26 (33.33%) Relational Database
2 17 (21.79%) Big Data
2 17 (21.79%) SQL Server
3 13 (16.67%) Apache Hive
3 13 (16.67%) Hadoop
4 11 (14.10%) SQL Server Integration Services
4 11 (14.10%) SQL Server Reporting Services
5 9 (11.54%) Apache Cassandra
5 9 (11.54%) NoSQL
5 9 (11.54%) Redis
5 9 (11.54%) SQL Server Analysis Services
6 7 (8.97%) HBase
6 7 (8.97%) RDBMS
7 5 (6.41%) MongoDB
8 4 (5.13%) Data Warehouse
9 1 (1.28%) Data Lake
9 1 (1.28%) Essbase
9 1 (1.28%) Text Mining
Development Applications
1 5 (6.41%) Vagrant
2 1 (1.28%) Git (software)
2 1 (1.28%) Subversion
2 1 (1.28%) Visual Studio
General
1 4 (5.13%) Finance
2 1 (1.28%) Manufacturing
Job Titles
1 36 (46.15%) Developer
2 16 (20.51%) Java Developer
3 15 (19.23%) Analyst
4 14 (17.95%) Senior Developer
5 12 (15.38%) Node.js Developer
5 12 (15.38%) Senior Java Developer
6 11 (14.10%) Python Developer
6 11 (14.10%) Senior Python Developer
7 9 (11.54%) Java Scala Developer
7 9 (11.54%) Polyglot Developer
7 9 (11.54%) Scala Developer
7 9 (11.54%) Senior Java Scala Developer
7 9 (11.54%) Senior Scala Developer
8 7 (8.97%) DBA
8 7 (8.97%) SQL DBA
9 6 (7.69%) Data Analyst
9 6 (7.69%) Data Scientist
10 5 (6.41%) Big Data Developer
10 5 (6.41%) Hadoop Developer
10 5 (6.41%) Java Programmer
Libraries, Frameworks & Software Standards
1 18 (23.08%) Node.js
1 18 (23.08%) Spring
2 13 (16.67%) Samza
2 13 (16.67%) SOAP
3 9 (11.54%) JMS
3 9 (11.54%) RESTful
4 6 (7.69%) Cascading
4 6 (7.69%) CSS
4 6 (7.69%) CSS3
4 6 (7.69%) HTML
4 6 (7.69%) HTML5
4 6 (7.69%) Kafka
4 6 (7.69%) Natural Language Processing
5 5 (6.41%) GWT
5 5 (6.41%) ZK
6 4 (5.13%) REST
6 4 (5.13%) Web Services
7 1 (1.28%) .NET
7 1 (1.28%) ASP.NET
7 1 (1.28%) XHTML
Miscellaneous
1 19 (24.36%) Analytical Skills
2 18 (23.08%) Data Integration
3 14 (17.95%) Statistics
4 9 (11.54%) Cloud Native
4 9 (11.54%) Telematics
5 8 (10.26%) Computer Science
6 6 (7.69%) Algorithms
6 6 (7.69%) Artificial Intelligence
6 6 (7.69%) Data Structures
6 6 (7.69%) Neural Network
7 5 (6.41%) Cybercrime
7 5 (6.41%) Cyberthreat
8 4 (5.13%) Mathematics
8 4 (5.13%) Physics
9 3 (3.85%) Management Information System
9 3 (3.85%) Virtual Team
10 2 (2.56%) PKI
11 1 (1.28%) Data Centre
11 1 (1.28%) Fintech
Operating Systems
1 18 (23.08%) Linux
2 6 (7.69%) Unix
3 1 (1.28%) Windows
3 1 (1.28%) Windows 7
3 1 (1.28%) Windows 8
Processes & Methodologies
1 27 (34.62%) Machine Learning
2 26 (33.33%) Agile Software Development
2 26 (33.33%) Analytics
3 19 (24.36%) MVC
4 18 (23.08%) Low Latency
4 18 (23.08%) Mobile Development
5 14 (17.95%) Data Analysis
5 14 (17.95%) Scrum
6 13 (16.67%) MapReduce
7 12 (15.38%) Information Retrieval
7 12 (15.38%) Quantitative Analysis
8 11 (14.10%) Data Modelling
9 10 (12.82%) Business Development
10 9 (11.54%) Multithreading
10 9 (11.54%) Open Source
10 9 (11.54%) Open Source Development
11 8 (10.26%) Business Intelligence
11 8 (10.26%) Continuous Integration
12 7 (8.97%) Problem Management
12 7 (8.97%) SDLC
Programming Languages
1 38 (48.72%) SQL
2 31 (39.74%) Java
3 24 (30.77%) Python
4 18 (23.08%) R
5 13 (16.67%) Scala
5 13 (16.67%) Shell Script
6 9 (11.54%) Groovy
6 9 (11.54%) Lua
7 6 (7.69%) Perl
8 4 (5.13%) C#
9 3 (3.85%) VBA
10 1 (1.28%) JavaScript
10 1 (1.28%) T-SQL
10 1 (1.28%) VB
Qualifications
1 18 (23.08%) Degree
2 4 (5.13%) CISSP
3 1 (1.28%) MCSA
3 1 (1.28%) Microsoft Certification
Quality Assurance & Compliance
1 1 (1.28%) SLA
System Software
1 5 (6.41%) Docker
2 3 (3.85%) Apache Flume
3 2 (2.56%) Active Directory
Systems Management
1 5 (6.41%) Opscode Chef
1 5 (6.41%) Puppet
1 5 (6.41%) Salt
2 3 (3.85%) Oozie
Vendors
1 13 (16.67%) Microsoft
2 6 (7.69%) SAP
3 5 (6.41%) ServiceNow
4 4 (5.13%) IBM
4 4 (5.13%) Oracle
4 4 (5.13%) SolarWinds
5 3 (3.85%) Teradata
6 1 (1.28%) Cisco
6 1 (1.28%) Hyperion
6 1 (1.28%) JD Edwards
Surrey
Vivid Resourcing
Salary: £28 - £32 per annum
Posted: 15 hours ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 20 days ago
Epsom
TRG
Salary: 65000-75000 Per Annum
Posted: 19 days ago