The table below looks at the statistics for Data Mining skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / South East
Rank 337 353 382
Rank change year-on-year
+16 +29
Permanent jobs citing Data Mining 55 93 82
As % of all permanent IT jobs located in the South East 0.37% 0.48% 0.40%
As % of the Database & Business Intelligence category 1.28% 1.52% 1.30%
Number of salaries quoted 45 64 59
Median salary £45,000 £50,000 £42,500
Median salary % change year-on-year
-10.00% +17.64%
90% offered a salary of more than £25,200 £35,000 £23,500
10% offered a salary of more than £70,000 £75,000 £50,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 South East region.

Database & Business Intelligence Category
South East
Permanent IT job ads with a match in the
Database & Business Intelligence category
4310 6128 6297
As % of all permanent IT jobs located in the South East 29.33% 31.87% 30.34%
Number of salaries quoted 3683 5388 5492
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,000 £29,700
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in the South East

The demand trend of job ads across the South East 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 the South East

Data Mining
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the South East region.

Data Mining Salary Trend in the South East

Data Mining
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Data Mining across the South East region over the 3 months to 23 February 2017.

Data Mining Salary Histogram in the South East

Data Mining
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South East region over the 3 months to 23 February 2017. 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 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
Hampshire +29 18 £29,000 -42.00% 1
Surrey +37 15 £65,000 +85.71% 1
West Sussex +18 10 £45,000 -33.33%
Berkshire +22 8 £65,000 +62.50% 2
Buckinghamshire +13 2 £62,500 +78.57%
Kent - 1 £47,000 -
Middlesex - 1 £52,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 23 February 2017, 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 South East region with a requirement for Data Mining.

1 68 (66.67%) SQL
2 48 (47.06%) Analytics
3 39 (38.24%) Statistics
4 36 (35.29%) Degree
5 35 (34.31%) Python
6 33 (32.35%) Machine Learning
7 31 (30.39%) ETL
8 30 (29.41%) Big Data
8 30 (29.41%) Mathematics
9 28 (27.45%) Analytical Skills
10 27 (26.47%) SQL Server
10 27 (26.47%) Java
11 22 (21.57%) Business Intelligence
12 21 (20.59%) Data Modelling
13 20 (19.61%) Finance
14 19 (18.63%) Linux
14 19 (18.63%) Hadoop
14 19 (18.63%) NoSQL
14 19 (18.63%) Apache Spark
15 18 (17.65%) Scala
16 17 (16.67%) MySQL
16 17 (16.67%) Oracle
17 16 (15.69%) Agile Software Development
17 16 (15.69%) SQL Server Reporting Services
17 16 (15.69%) R
17 16 (15.69%) Computer Science
18 15 (14.71%) Data Analytics
18 15 (14.71%) MS Excel
19 14 (13.73%) Data Warehouse
19 14 (13.73%) MVC

Data Mining
Top Related IT Skills in the South East 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 19 (18.63%) Apache Spark
2 11 (10.78%) SAS
3 10 (9.80%) Apache Pig
4 4 (3.92%) Apache
5 1 (0.98%) Oracle SOA Suite
Applications
1 15 (14.71%) MS Excel
Business Applications
1 8 (7.84%) Sentinel
Cloud Services
1 6 (5.88%) Office 365
2 4 (3.92%) Amazon AWS
2 4 (3.92%) Google Analytics
2 4 (3.92%) SaaS
3 1 (0.98%) Microsoft Azure
3 1 (0.98%) PaaS
Database & Business Intelligence
1 30 (29.41%) Big Data
2 27 (26.47%) SQL Server
3 19 (18.63%) Hadoop
3 19 (18.63%) NoSQL
4 17 (16.67%) MySQL
5 16 (15.69%) SQL Server Reporting Services
6 14 (13.73%) Data Warehouse
7 13 (12.75%) Redis
8 11 (10.78%) Apache Hive
8 11 (10.78%) Relational Database
8 11 (10.78%) SQL Server Integration Services
9 9 (8.82%) Oracle Database
10 8 (7.84%) BusinessObjects
10 8 (7.84%) HBase
10 8 (7.84%) MS Access
11 7 (6.86%) Oracle Database 11g
11 7 (6.86%) SQL Server 2012
12 6 (5.88%) MongoDB
12 6 (5.88%) Power BI
13 5 (4.90%) Apache Cassandra
Development Applications
1 4 (3.92%) Talend Open Studio
2 1 (0.98%) Team Foundation Server
General
1 20 (19.61%) Finance
2 6 (5.88%) Marketing
3 2 (1.96%) Billing
3 2 (1.96%) Local Government
3 2 (1.96%) Pharmaceutical
4 1 (0.98%) Automotive
4 1 (0.98%) Banking
4 1 (0.98%) Publishing
Job Titles
1 36 (35.29%) Developer
2 25 (24.51%) Analyst
3 16 (15.69%) DBA
3 16 (15.69%) SQL DBA
4 14 (13.73%) Data Analyst
5 13 (12.75%) Data Scientist
5 13 (12.75%) Java Developer
6 12 (11.76%) SQL Server DBA
7 11 (10.78%) Senior Developer
8 8 (7.84%) Java Scala Developer
8 8 (7.84%) Node.js Developer
8 8 (7.84%) Polyglot Developer
8 8 (7.84%) Python Developer
8 8 (7.84%) Scala Developer
8 8 (7.84%) Senior Java Developer
8 8 (7.84%) Senior Java Scala Developer
8 8 (7.84%) Senior Python Developer
8 8 (7.84%) Senior Scala Developer
9 7 (6.86%) Oracle Developer
10 6 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 13 (12.75%) JMS
1 13 (12.75%) Node.js
1 13 (12.75%) SOAP
1 13 (12.75%) Spring
2 8 (7.84%) RESTful
2 8 (7.84%) Samza
2 8 (7.84%) XML
3 7 (6.86%) Web Services
4 6 (5.88%) Kafka
4 6 (5.88%) REST
5 5 (4.90%) AngularJS
5 5 (4.90%) CSS
5 5 (4.90%) HTML
5 5 (4.90%) Natural Language Processing
6 4 (3.92%) .NET
6 4 (3.92%) .NET Framework
6 4 (3.92%) LAMP
7 2 (1.96%) scikit-learn
8 1 (0.98%) Keras
8 1 (0.98%) Theano
Miscellaneous
1 28 (27.45%) Analytical Skills
2 16 (15.69%) Computer Science
3 14 (13.73%) Algorithms
4 7 (6.86%) Management Information System
5 5 (4.90%) Cloud Native
5 5 (4.90%) Mobile App
6 3 (2.94%) Credit Risk
6 3 (2.94%) Data Structures
7 2 (1.96%) Life Science
7 2 (1.96%) Social Media
7 2 (1.96%) Virtual Team
8 1 (0.98%) Client/Server
8 1 (0.98%) iSeries
Operating Systems
1 19 (18.63%) Linux
2 8 (7.84%) Unix
3 5 (4.90%) Android
3 5 (4.90%) Apple iOS
4 1 (0.98%) Windows
4 1 (0.98%) Windows Server
Processes & Methodologies
1 48 (47.06%) Analytics
2 39 (38.24%) Statistics
3 33 (32.35%) Machine Learning
4 31 (30.39%) ETL
5 30 (29.41%) Mathematics
6 22 (21.57%) Business Intelligence
7 21 (20.59%) Data Modelling
8 16 (15.69%) Agile Software Development
9 15 (14.71%) Data Analytics
10 14 (13.73%) MVC
11 13 (12.75%) Data Analysis
11 13 (12.75%) Low Latency
12 12 (11.76%) Performance Monitoring
12 12 (11.76%) Scrum
13 11 (10.78%) Kanban
13 11 (10.78%) Open Source
14 10 (9.80%) Data Management
15 9 (8.82%) Physics
16 8 (7.84%) Data Integration
16 8 (7.84%) Telematics
Programming Languages
1 68 (66.67%) SQL
2 35 (34.31%) Python
3 27 (26.47%) Java
4 18 (17.65%) Scala
5 16 (15.69%) R
6 13 (12.75%) C++
6 13 (12.75%) Groovy
7 12 (11.76%) T-SQL
8 11 (10.78%) C
8 11 (10.78%) PL/SQL
9 8 (7.84%) JavaScript
9 8 (7.84%) Lua
10 7 (6.86%) PHP
11 6 (5.88%) MATLAB
11 6 (5.88%) PowerShell
11 6 (5.88%) Shell Script
12 5 (4.90%) VBA
13 3 (2.94%) C#
13 3 (2.94%) Perl
14 2 (1.96%) VB
Qualifications
1 36 (35.29%) Degree
2 3 (2.94%) PhD
3 2 (1.96%) ITIL Foundation Certificate
4 1 (0.98%) MCSA
4 1 (0.98%) Microsoft Certification
4 1 (0.98%) SC Cleared
4 1 (0.98%) Security Cleared
Quality Assurance & Compliance
1 9 (8.82%) Data Quality
2 5 (4.90%) QA
System Software
1 7 (6.86%) Oracle RAC
2 6 (5.88%) Apache Flume
3 1 (0.98%) Active Directory
Systems Management
1 6 (5.88%) Oozie
2 2 (1.96%) HP Quality Center
Vendors
1 17 (16.67%) Oracle
2 9 (8.82%) Microsoft
3 5 (4.90%) Cognos
4 4 (3.92%) Google
4 4 (3.92%) Tableau
4 4 (3.92%) Talend
5 2 (1.96%) HP
5 2 (1.96%) Informatica
5 2 (1.96%) Perforce
5 2 (1.96%) SAP
6 1 (0.98%) Marketo
6 1 (0.98%) Salesforce.com
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 3 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 3 days ago
Southampton, Hampshire
Evolution Recruitment Solutions
Salary: 45,000 + Benefits
Posted: 6 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 21 days ago
Abingdon
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: 16 days ago