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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 148 215 203
Rank change year-on-year
+67 -12
Permanent jobs citing Data Mining 38 8 18
As % of all permanent IT jobs located in Surrey 1.11% 0.18% 0.37%
As % of the Database & Business Intelligence category 3.74% 0.56% 1.09%
Number of salaries quoted 32 7 17
Median salary £65,000 £55,000 £42,500
Median salary % change year-on-year
+18.18% +29.41%
90% offered a salary of more than £35,500 £37,100 £26,000
10% offered a salary of more than £75,000 £64,200 £48,200
UK excluding London median salary £43,750 £45,000 £40,000
% change year-on-year
-2.77% +12.50%
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
1015 1426 1648
As % of all permanent IT jobs located in Surrey 29.55% 32.18% 33.79%
Number of salaries quoted 869 1245 1398
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 £31,500 £30,000
10% offered a salary of more than £67,500 £64,000 £60,100
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 31 August 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 31 August 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 - 16 £70,000 -
Staines +26 7 £60,000 +179.06% 1
Woking - 4 £37,500 -
Reigate +12 2 £45,000 -10.00% 2
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Surrey

For the 6 months to 31 August 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 40 (50.63%) SQL
2 35 (44.30%) Java
3 31 (39.24%) Analytics
4 28 (35.44%) Machine Learning
5 27 (34.18%) Apache Spark
5 27 (34.18%) Python
6 26 (32.91%) Agile Software Development
7 23 (29.11%) Relational Database
8 22 (27.85%) MVC
9 20 (25.32%) Spring
9 20 (25.32%) Linux
10 19 (24.05%) Low Latency
10 19 (24.05%) Mobile Development
10 19 (24.05%) R
10 19 (24.05%) Node.js
10 19 (24.05%) Data Integration
11 18 (22.78%) Degree
11 18 (22.78%) Big Data
12 17 (21.52%) Analytical Skills
12 17 (21.52%) Data Analysis
13 16 (20.25%) Scrum
13 16 (20.25%) Statistics
13 16 (20.25%) Scala
13 16 (20.25%) Hadoop
14 15 (18.99%) Apache Pig
14 15 (18.99%) MapReduce
14 15 (18.99%) Apache Hive
15 14 (17.72%) Samza
15 14 (17.72%) Shell Script
15 14 (17.72%) SOAP

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 (34.18%) Apache Spark
2 15 (18.99%) Apache Pig
3 7 (8.86%) Apache
4 3 (3.80%) MS Exchange
4 3 (3.80%) Skype for Business
5 1 (1.27%) SAS
Applications
1 5 (6.33%) MS Excel
2 2 (2.53%) MS Office
3 1 (1.27%) MS PowerPoint
3 1 (1.27%) SPSS
Business Applications
1 10 (12.66%) Sentinel
2 5 (6.33%) SAP Oil and Gas
3 1 (1.27%) Hyperion Enterprise
Cloud Services
1 2 (2.53%) Cloud Computing
1 2 (2.53%) IaaS
1 2 (2.53%) PaaS
1 2 (2.53%) SaaS
2 1 (1.27%) IBM Cloud
2 1 (1.27%) Microsoft Azure
2 1 (1.27%) Office 365
Communications & Networking
1 7 (8.86%) Firewall
2 3 (3.80%) Cisco ASA
2 3 (3.80%) Cisco Nexus
2 3 (3.80%) Network Security
2 3 (3.80%) TCP/IP
2 3 (3.80%) Unified Communications
3 1 (1.27%) Internet
3 1 (1.27%) Remote Desktop
3 1 (1.27%) VPN
Database & Business Intelligence
1 23 (29.11%) Relational Database
2 18 (22.78%) Big Data
3 16 (20.25%) Hadoop
4 15 (18.99%) Apache Hive
5 10 (12.66%) Redis
5 10 (12.66%) SQL Server
6 9 (11.39%) Apache Cassandra
6 9 (11.39%) NoSQL
7 8 (10.13%) HBase
7 8 (10.13%) RDBMS
8 5 (6.33%) MongoDB
9 4 (5.06%) SQL Server Reporting Services
10 3 (3.80%) SQL Server Analysis Services
10 3 (3.80%) SQL Server Integration Services
11 2 (2.53%) Data Warehouse
12 1 (1.27%) Data Lake
12 1 (1.27%) Essbase
12 1 (1.27%) Text Mining
Development Applications
1 6 (7.59%) Vagrant
2 3 (3.80%) Visual Studio
3 1 (1.27%) Git (software)
3 1 (1.27%) Subversion
General
1 4 (5.06%) Finance
2 1 (1.27%) Manufacturing
2 1 (1.27%) Retail
Job Titles
1 39 (49.37%) Developer
2 17 (21.52%) Java Developer
3 16 (20.25%) Senior Developer
4 13 (16.46%) Node.js Developer
4 13 (16.46%) Senior Java Developer
5 12 (15.19%) Analyst
5 12 (15.19%) Python Developer
5 12 (15.19%) Senior Python Developer
6 10 (12.66%) Java Scala Developer
6 10 (12.66%) Polyglot Developer
6 10 (12.66%) Scala Developer
6 10 (12.66%) Senior Java Scala Developer
6 10 (12.66%) Senior Scala Developer
7 7 (8.86%) Data Scientist
8 5 (6.33%) Big Data Developer
8 5 (6.33%) DBA
8 5 (6.33%) Hadoop Developer
8 5 (6.33%) Java Programmer
8 5 (6.33%) Programmer
8 5 (6.33%) SQL DBA
Libraries, Frameworks & Software Standards
1 20 (25.32%) Spring
2 19 (24.05%) Node.js
3 14 (17.72%) Samza
3 14 (17.72%) SOAP
4 10 (12.66%) JMS
4 10 (12.66%) RESTful
5 8 (10.13%) CSS
5 8 (10.13%) CSS3
5 8 (10.13%) HTML
5 8 (10.13%) HTML5
6 7 (8.86%) Cascading
6 7 (8.86%) Kafka
6 7 (8.86%) Natural Language Processing
7 5 (6.33%) GWT
7 5 (6.33%) ZK
8 4 (5.06%) REST
8 4 (5.06%) Web Services
9 3 (3.80%) .NET
9 3 (3.80%) ASP.NET
9 3 (3.80%) XHTML
Miscellaneous
1 19 (24.05%) Data Integration
2 17 (21.52%) Analytical Skills
3 16 (20.25%) Statistics
4 11 (13.92%) Telematics
5 9 (11.39%) Cloud Native
5 9 (11.39%) Computer Science
6 7 (8.86%) Algorithms
6 7 (8.86%) Artificial Intelligence
6 7 (8.86%) Data Structures
6 7 (8.86%) Neural Network
7 5 (6.33%) Mathematics
8 4 (5.06%) Cybercrime
8 4 (5.06%) Cyberthreat
8 4 (5.06%) Management Information System
8 4 (5.06%) Physics
8 4 (5.06%) PKI
9 3 (3.80%) Data Centre
9 3 (3.80%) Virtual Team
10 1 (1.27%) Economics
10 1 (1.27%) Fintech
Operating Systems
1 20 (25.32%) Linux
2 7 (8.86%) Unix
3 1 (1.27%) Windows
3 1 (1.27%) Windows 7
3 1 (1.27%) Windows 8
Processes & Methodologies
1 31 (39.24%) Analytics
2 28 (35.44%) Machine Learning
3 26 (32.91%) Agile Software Development
4 22 (27.85%) MVC
5 19 (24.05%) Low Latency
5 19 (24.05%) Mobile Development
6 17 (21.52%) Data Analysis
7 16 (20.25%) Scrum
8 15 (18.99%) MapReduce
9 12 (15.19%) Information Retrieval
9 12 (15.19%) Quantitative Analysis
10 10 (12.66%) Business Development
10 10 (12.66%) Multithreading
10 10 (12.66%) Open Source
10 10 (12.66%) Open Source Development
11 8 (10.13%) Kalman Filter
11 8 (10.13%) Statistical Modelling
12 7 (8.86%) Continuous Integration
12 7 (8.86%) Parallel Computing
12 7 (8.86%) Propensity Modelling
Programming Languages
1 40 (50.63%) SQL
2 35 (44.30%) Java
3 27 (34.18%) Python
4 19 (24.05%) R
5 16 (20.25%) Scala
6 14 (17.72%) Shell Script
7 11 (13.92%) Groovy
8 10 (12.66%) Lua
9 7 (8.86%) Perl
10 4 (5.06%) T-SQL
11 3 (3.80%) C#
11 3 (3.80%) JavaScript
11 3 (3.80%) VBA
12 1 (1.27%) VB
Qualifications
1 18 (22.78%) Degree
2 4 (5.06%) CISSP
3 1 (1.27%) MCSA
3 1 (1.27%) Microsoft Certification
3 1 (1.27%) PMI Certification
3 1 (1.27%) PMP
Quality Assurance & Compliance
1 1 (1.27%) Data Quality
1 1 (1.27%) SLA
System Software
1 6 (7.59%) Docker
2 4 (5.06%) Active Directory
2 4 (5.06%) Apache Flume
Systems Management
1 6 (7.59%) Opscode Chef
1 6 (7.59%) Puppet
2 5 (6.33%) Salt
3 4 (5.06%) Oozie
Vendors
1 7 (8.86%) SAP
1 7 (8.86%) ServiceNow
2 6 (7.59%) Microsoft
3 3 (3.80%) Cisco
3 3 (3.80%) SolarWinds
4 2 (2.53%) IBM
4 2 (2.53%) Oracle
5 1 (1.27%) Hyperion
5 1 (1.27%) JD Edwards
5 1 (1.27%) MapR
5 1 (1.27%) Salesforce.com
5 1 (1.27%) Teradata
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 5 days ago
Reigate
Ampersand Consulting
Salary: £40000 - £50000 per annum + Fantastic Benefits
Posted: 26 days ago
Reigate
Capita plc
Salary: £40000 - £50000 per annum
Posted: 26 days ago