The table below looks at the statistics for Data Mining skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / South East
Rank 235 222 251
Rank change year-on-year
-13 +29
Contract jobs citing Data Mining 6 35 12
As % of all contract IT jobs located in the South East 0.084% 0.42% 0.13%
As % of the Database & Business Intelligence category 0.47% 1.94% 0.72%
Number of daily rates quoted 4 22 7
Median daily rate £310 £300 £240
Median daily rate % change year-on-year
+3.33% +25.00%
90% offered a daily rate of more than £243 £266 £200
10% offered a daily rate of more than £414 £458 £479
UK excluding London median daily rate £363 £369 £288
% change year-on-year
-1.69% +28.26%
Number of hourly rates quoted 0 5 0
Median hourly rate - £15.00 -
UK excluding London median hourly rate £25.39 £19.50 £36.50
% change year-on-year
+30.20% -46.57%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the South East region.

Database & Business Intelligence Category
South East
Contract IT job ads with a match in the
Database & Business Intelligence category
1285 1807 1665
As % of all contract IT jobs located in the South East 17.96% 21.71% 17.96%
Number of daily rates quoted 770 1136 963
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £290 £285 £255
10% offered a daily rate of more than £538 £550 £500
UK excluding London median daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 29 67 36
Median hourly rate £17.00 £29.00 £34.00
Median hourly rate % change year-on-year
-41.37% -14.70%
90% offered a hourly rate of more than £9.50 £9.50 £13.30
10% offered a hourly rate of more than £44.20 £52.63 £55.65
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

Data Mining
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East region citing Data Mining as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in the South East

Data Mining
Daily Rate Trend in the South East

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

Data Mining Daily Rate Trend in the South East

Data Mining
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the South East region over the 3 months to 21 January 2017.

Data Mining Daily Rate Histogram in the South East

Data Mining
Hourly Rate Trend in the South East

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

Data Mining Hourly Rate Trend in the South East

Data Mining
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mining within the South East region over the 3 months to 21 January 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Buckinghamshire -4 2 - - 1
Hampshire - 2 £390 - 1
Berkshire +1 1 £290 -31.76% 2
Kent - 1 £223 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 21 January 2017, IT contractor 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 contract ads across the South East region with a requirement for Data Mining.

1 11 (39.29%) SQL
1 11 (39.29%) Statistics
2 10 (35.71%) Python
3 9 (32.14%) Java
3 9 (32.14%) Mathematics
3 9 (32.14%) Analytics
4 8 (28.57%) Analytical Skills
4 8 (28.57%) Machine Learning
4 8 (28.57%) Degree
4 8 (28.57%) Data Modelling
5 7 (25.00%) Computer Science
5 7 (25.00%) R
6 6 (21.43%) Predictive Modelling
6 6 (21.43%) Quantitative Analysis
7 5 (17.86%) Finance
7 5 (17.86%) MS Excel
7 5 (17.86%) Deep Learning
7 5 (17.86%) Pandas
7 5 (17.86%) Theano
7 5 (17.86%) Keras
7 5 (17.86%) Torch
8 4 (14.29%) XGBoost
8 4 (14.29%) scikit-learn
8 4 (14.29%) Data Warehouse
8 4 (14.29%) ETL
8 4 (14.29%) Microsoft
8 4 (14.29%) SPSS
8 4 (14.29%) Artificial Intelligence
9 3 (10.71%) Economics
9 3 (10.71%) Agile Software Development

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 3 (10.71%) SAS
2 2 (7.14%) BizTalk Server
3 1 (3.57%) Apache Spark
3 1 (3.57%) SharePoint
Applications
1 5 (17.86%) MS Excel
2 4 (14.29%) SPSS
3 2 (7.14%) Spreadsheet
4 1 (3.57%) MS Office
4 1 (3.57%) MS Project
Business Applications
1 2 (7.14%) HFM
1 2 (7.14%) SAP GRC
2 1 (3.57%) Dynamics CRM
2 1 (3.57%) SAP BPC
Communications & Networking
1 2 (7.14%) IMAP
Database & Business Intelligence
1 4 (14.29%) Data Warehouse
2 3 (10.71%) Hadoop
3 2 (7.14%) Big Data
3 2 (7.14%) BusinessObjects
3 2 (7.14%) Crystal Reports
3 2 (7.14%) MS Access
3 2 (7.14%) PowerCenter
3 2 (7.14%) Relational Database
3 2 (7.14%) SQL Server
3 2 (7.14%) SQL Server Integration Services
3 2 (7.14%) SQL Server Reporting Services
4 1 (3.57%) Apache Hive
4 1 (3.57%) HBase
4 1 (3.57%) Mahout
4 1 (3.57%) Qlik Sense
4 1 (3.57%) QlikView
4 1 (3.57%) RDBMS
4 1 (3.57%) SAP BW
Development Applications
1 1 (3.57%) SQL Server Management Studio (SSMS)
General
1 5 (17.86%) Finance
2 3 (10.71%) Banking
2 3 (10.71%) Telecoms
3 2 (7.14%) Marketing
3 2 (7.14%) Pharmaceutical
4 1 (3.57%) Advertising
4 1 (3.57%) Swedish Language
Job Titles
1 10 (35.71%) Analyst
2 8 (28.57%) Developer
3 5 (17.86%) Data Scientist
4 4 (14.29%) Machine Learning Developer
5 3 (10.71%) Business Analyst
5 3 (10.71%) Data Analyst
5 3 (10.71%) SQL Analyst
5 3 (10.71%) Support Analyst
6 2 (7.14%) Auditor
6 2 (7.14%) COBIT Auditor
6 2 (7.14%) IT Auditor
6 2 (7.14%) Java Developer
6 2 (7.14%) Python Developer
6 2 (7.14%) Semantic Web Developer
6 2 (7.14%) Software Developer
6 2 (7.14%) Technical Analyst
6 2 (7.14%) Web Developer
7 1 (3.57%) Data Business Analyst
7 1 (3.57%) QlikView Consultant
7 1 (3.57%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (17.86%) Keras
1 5 (17.86%) Pandas
1 5 (17.86%) Theano
1 5 (17.86%) Torch
2 4 (14.29%) scikit-learn
2 4 (14.29%) XGBoost
3 3 (10.71%) XML
4 2 (7.14%) .NET
4 2 (7.14%) JSON
4 2 (7.14%) Web Services
4 2 (7.14%) XSLT
5 1 (3.57%) Cascading
5 1 (3.57%) RESTful
Miscellaneous
1 11 (39.29%) Statistics
2 9 (32.14%) Mathematics
3 8 (28.57%) Analytical Skills
4 7 (25.00%) Computer Science
5 4 (14.29%) Artificial Intelligence
6 3 (10.71%) Data Extraction
6 3 (10.71%) Economics
7 2 (7.14%) Algorithms
7 2 (7.14%) Linked Data
7 2 (7.14%) NHS
7 2 (7.14%) Online Banking
7 2 (7.14%) Ontologies
7 2 (7.14%) Semantic Web
8 1 (3.57%) Data Centre
8 1 (3.57%) Data Integration
8 1 (3.57%) Management Information System
8 1 (3.57%) Neural Network
8 1 (3.57%) Physics
8 1 (3.57%) Social Network
8 1 (3.57%) Visualisation
Processes & Methodologies
1 9 (32.14%) Analytics
2 8 (28.57%) Data Modelling
2 8 (28.57%) Machine Learning
3 6 (21.43%) Predictive Modelling
3 6 (21.43%) Quantitative Analysis
4 5 (17.86%) Deep Learning
5 4 (14.29%) ETL
6 3 (10.71%) Agile Software Development
6 3 (10.71%) Migration
6 3 (10.71%) Project Management
7 2 (7.14%) Data Analysis
7 2 (7.14%) Information Management
7 2 (7.14%) Logistic Regression
7 2 (7.14%) Monte Carlo Method
7 2 (7.14%) Multivariate Testing
7 2 (7.14%) Requirements Analysis
7 2 (7.14%) Scrum
7 2 (7.14%) Systems Analysis
7 2 (7.14%) Web Design
7 2 (7.14%) Web Development
Programming Languages
1 11 (39.29%) SQL
2 10 (35.71%) Python
3 9 (32.14%) Java
4 7 (25.00%) R
5 2 (7.14%) C#
5 2 (7.14%) C++
5 2 (7.14%) MATLAB
5 2 (7.14%) Perl
5 2 (7.14%) PHP
5 2 (7.14%) Scala
5 2 (7.14%) SPARQL
5 2 (7.14%) VB
6 1 (3.57%) JavaScript
Qualifications
1 8 (28.57%) Degree
2 1 (3.57%) PhD
2 1 (3.57%) SC Cleared
2 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) COBIT
1 2 (7.14%) Data Quality
1 2 (7.14%) QA
1 2 (7.14%) Sarbanes-Oxley
2 1 (3.57%) ISO 9001
Vendors
1 4 (14.29%) Microsoft
2 3 (10.71%) SAP
3 2 (7.14%) Hyperion
3 2 (7.14%) IBM
3 2 (7.14%) Misys
3 2 (7.14%) Oracle
4 1 (3.57%) HP
4 1 (3.57%) Netezza
4 1 (3.57%) Salesforce.com
4 1 (3.57%) Tableau