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 28 September 2016 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
28 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 212 238 227
Rank change year-on-year
+26 -11
Contract jobs citing Data Mining 43 33 30
As % of all contract IT jobs located in the South East 0.51% 0.33% 0.33%
As % of the Database & Business Intelligence category 2.47% 1.51% 1.78%
Number of daily rates quoted 18 23 18
Median daily rate £388 £280 £400
Median daily rate % change year-on-year
+38.39% -30.00%
90% offered a daily rate of more than £250 £175 £218
10% offered a daily rate of more than £515 £484 £500
UK excluding London median daily rate £375 £363 £400
% change year-on-year
+3.44% -9.37%
Number of hourly rates quoted 1 0 0
Median hourly rate £20.50 - -
UK excluding London median hourly rate £20.50 - £32.00
Data Mining
England

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
1738 2190 1682
As % of all contract IT jobs located in the South East 20.74% 22.07% 18.40%
Number of daily rates quoted 1071 1308 944
Median daily rate £400 £375 £360
Median daily rate % change year-on-year
+6.66% +4.16%
90% offered a daily rate of more than £300 £288 £250
10% offered a daily rate of more than £538 £500 £475
UK excluding London median daily rate £379 £375 £350
% change year-on-year
+1.00% +7.14%
Number of hourly rates quoted 39 44 37
Median hourly rate £40.00 £31.75 £22.50
Median hourly rate % change year-on-year
+25.98% +41.11%
90% offered a hourly rate of more than £9.50 £15.30 £10.00
10% offered a hourly rate of more than £45.00 £45.00 £46.75
UK excluding London median hourly rate £36.32 £33.55 £22.50
% change year-on-year
+8.25% +49.11%

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 28 September 2016.

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 28 September 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hampshire +13 9 £320 +82.85% 3
Berkshire +10 9 £450 +69.81%
M4 Corridor - 6 - -
Buckinghamshire +28 5 - - 1
Surrey 0 5 £475 +11.76% 3
West Sussex - 3 - -
Middlesex +1 2 £355 -26.65%
Oxfordshire - 2 £333 - 1
Kent +4 1 £250 +25.00% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 28 September 2016, 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 21 (35.00%) SQL
2 18 (30.00%) Degree
3 17 (28.33%) Analytics
4 15 (25.00%) Big Data
4 15 (25.00%) Data Analysis
4 15 (25.00%) Analytical Skills
5 14 (23.33%) Agile Software Development
6 13 (21.67%) Statistics
7 12 (20.00%) Hadoop
7 12 (20.00%) Java
7 12 (20.00%) Python
7 12 (20.00%) ETL
8 11 (18.33%) R
8 11 (18.33%) Machine Learning
9 10 (16.67%) Computer Science
10 9 (15.00%) Project Management
10 9 (15.00%) Data Warehouse
10 9 (15.00%) Data Modelling
10 9 (15.00%) Security Cleared
10 9 (15.00%) Data Quality
10 9 (15.00%) Apache Hive
11 8 (13.33%) SC Cleared
11 8 (13.33%) Data Extraction
11 8 (13.33%) Mathematics
11 8 (13.33%) Business Analysis
11 8 (13.33%) Finance
11 8 (13.33%) Migration
12 7 (11.67%) Validation
12 7 (11.67%) Business Intelligence
12 7 (11.67%) MapReduce

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 5 (8.33%) Apache Pig
1 5 (8.33%) Apache Spark
2 4 (6.67%) Confluence
2 4 (6.67%) SAS
3 3 (5.00%) Apache
3 3 (5.00%) ArcGIS
3 3 (5.00%) SharePoint
Applications
1 5 (8.33%) MS Excel
2 4 (6.67%) Spreadsheet
3 3 (5.00%) MS Office
3 3 (5.00%) Stata
4 2 (3.33%) SPSS
Business Applications
1 3 (5.00%) BusinessWorks
2 2 (3.33%) HFM
2 2 (3.33%) SAP GRC
3 1 (1.67%) Dynamics CRM
3 1 (1.67%) Oracle Assets
3 1 (1.67%) Oracle Receivables
3 1 (1.67%) SAP BPC
3 1 (1.67%) SAP CO
3 1 (1.67%) SAP FI
3 1 (1.67%) SAP FI/CO
3 1 (1.67%) SAP MII
3 1 (1.67%) SAP R/3
Cloud Services
1 2 (3.33%) Amazon AWS
1 2 (3.33%) Amazon EMR
1 2 (3.33%) Cloud Computing
2 1 (1.67%) Microsoft Azure
2 1 (1.67%) SaaS
Communications & Networking
1 3 (5.00%) LAN
2 2 (3.33%) IMAP
3 1 (1.67%) Firewall
3 1 (1.67%) Intrusion Detection
3 1 (1.67%) TCP/IP
3 1 (1.67%) VoIP
3 1 (1.67%) VPN
3 1 (1.67%) WAN
3 1 (1.67%) Wireless
Database & Business Intelligence
1 15 (25.00%) Big Data
2 12 (20.00%) Hadoop
3 9 (15.00%) Apache Hive
3 9 (15.00%) Data Warehouse
4 7 (11.67%) HBase
5 6 (10.00%) Text Mining
6 5 (8.33%) MongoDB
6 5 (8.33%) NoSQL
7 3 (5.00%) GIS
7 3 (5.00%) PostgreSQL
7 3 (5.00%) QGIS
7 3 (5.00%) SQL Server
8 2 (3.33%) Apache Cassandra
8 2 (3.33%) BusinessObjects
8 2 (3.33%) Spatial Data
8 2 (3.33%) SQL Server Reporting Services
9 1 (1.67%) Redis
9 1 (1.67%) SAP HANA
9 1 (1.67%) SQL Server Analysis Services
9 1 (1.67%) SQL Server Integration Services
Development Applications
1 4 (6.67%) JIRA
2 3 (5.00%) Git (software)
2 3 (5.00%) Talend Open Studio
3 2 (3.33%) Subversion
4 1 (1.67%) PowerDesigner
4 1 (1.67%) SQL Server Management Studio (SSMS)
4 1 (1.67%) Team Foundation Server
4 1 (1.67%) Visual Studio
General
1 8 (13.33%) Finance
2 4 (6.67%) Banking
3 3 (5.00%) Marketing
3 3 (5.00%) Retail
4 2 (3.33%) Pharmaceutical
5 1 (1.67%) Aerospace
5 1 (1.67%) Manufacturing
5 1 (1.67%) Publishing
5 1 (1.67%) Swedish Language
Job Titles
1 18 (30.00%) Analyst
2 14 (23.33%) Developer
3 10 (16.67%) Data Analyst
4 6 (10.00%) Business Analyst
4 6 (10.00%) Data Scientist
5 5 (8.33%) Consultant
5 5 (8.33%) ETL Developer
5 5 (8.33%) Project Manager
6 4 (6.67%) Statistical Analyst
7 3 (5.00%) Applications Manager
7 3 (5.00%) Applications Project Manager
7 3 (5.00%) Architect
7 3 (5.00%) Data Consultant
7 3 (5.00%) Data Manager
7 3 (5.00%) Machine Learning Developer
7 3 (5.00%) Technical Leader
8 2 (3.33%) COBIT Auditor
8 2 (3.33%) Excel Analyst
8 2 (3.33%) Senior Hadoop Developer
8 2 (3.33%) SQL Analyst
Libraries, Frameworks & Software Standards
1 5 (8.33%) Web Services
2 4 (6.67%) Pandas
2 4 (6.67%) Theano
3 3 (5.00%) scikit-learn
3 3 (5.00%) XGBoost
3 3 (5.00%) XML
4 2 (3.33%) JSON
4 2 (3.33%) RESTful
4 2 (3.33%) XSLT
5 1 (1.67%) Cascading
5 1 (1.67%) ELK Stack
5 1 (1.67%) Kafka
5 1 (1.67%) MDX
5 1 (1.67%) SAP Fiori
Miscellaneous
1 15 (25.00%) Analytical Skills
2 13 (21.67%) Statistics
3 10 (16.67%) Computer Science
4 8 (13.33%) Data Extraction
4 8 (13.33%) Mathematics
5 4 (6.67%) Management Information System
6 3 (5.00%) Algorithms
6 3 (5.00%) Artificial Intelligence
6 3 (5.00%) Clustering
6 3 (5.00%) Data Centre
6 3 (5.00%) Economics
7 2 (3.33%) Data Integration
7 2 (3.33%) Linked Data
7 2 (3.33%) Online Banking
7 2 (3.33%) Ontologies
7 2 (3.33%) Semantic Web
7 2 (3.33%) Visualisation
8 1 (1.67%) Neural Network
8 1 (1.67%) Physics
8 1 (1.67%) Social Network
Operating Systems
1 5 (8.33%) Linux
2 1 (1.67%) Unix
2 1 (1.67%) Windows
Processes & Methodologies
1 17 (28.33%) Analytics
2 15 (25.00%) Data Analysis
3 14 (23.33%) Agile Software Development
4 12 (20.00%) ETL
5 11 (18.33%) Machine Learning
6 9 (15.00%) Data Modelling
6 9 (15.00%) Project Management
7 8 (13.33%) Business Analysis
7 8 (13.33%) Migration
8 7 (11.67%) Business Intelligence
8 7 (11.67%) MapReduce
8 7 (11.67%) Validation
9 6 (10.00%) Continuous Improvement
9 6 (10.00%) Data Migration
9 6 (10.00%) Open Source
9 6 (10.00%) Performance Tuning
9 6 (10.00%) Scrum
10 5 (8.33%) Data Analytics
10 5 (8.33%) Data Cleansing
10 5 (8.33%) Smoke Testing
Programming Languages
1 21 (35.00%) SQL
2 12 (20.00%) Java
2 12 (20.00%) Python
3 11 (18.33%) R
4 5 (8.33%) Shell Script
5 4 (6.67%) PL/SQL
6 2 (3.33%) C#
6 2 (3.33%) C++
6 2 (3.33%) Perl
6 2 (3.33%) PHP
6 2 (3.33%) Scala
6 2 (3.33%) SPARQL
7 1 (1.67%) ABAP
7 1 (1.67%) JavaScript
7 1 (1.67%) MATLAB
7 1 (1.67%) VB
Qualifications
1 18 (30.00%) Degree
2 9 (15.00%) Security Cleared
3 8 (13.33%) SC Cleared
4 3 (5.00%) PMI Certification
4 3 (5.00%) PMP
5 2 (3.33%) BICSI Certification
5 2 (3.33%) BICSI RCDD
5 2 (3.33%) DV Cleared
5 2 (3.33%) ITIL Certification
5 2 (3.33%) Postgraduate
5 2 (3.33%) PRINCE2 Certification
6 1 (1.67%) CCA
6 1 (1.67%) CISSP
6 1 (1.67%) PhD
6 1 (1.67%) SANS
6 1 (1.67%) SSCP
Quality Assurance & Compliance
1 9 (15.00%) Data Quality
2 2 (3.33%) COBIT
2 2 (3.33%) JSP 440
2 2 (3.33%) QA
2 2 (3.33%) Sarbanes-Oxley
3 1 (1.67%) Disclosure Scotland
3 1 (1.67%) ISO 9001
System Software
1 4 (6.67%) Apache Flume
Systems Management
1 4 (6.67%) Oozie
2 1 (1.67%) Kibana
2 1 (1.67%) logstash
2 1 (1.67%) QRadar
2 1 (1.67%) RSA enVision
Vendors
1 5 (8.33%) Microsoft
1 5 (8.33%) Oracle
1 5 (8.33%) SAP
2 3 (5.00%) Talend
2 3 (5.00%) TIBCO
3 2 (3.33%) Hyperion
3 2 (3.33%) IBM
3 2 (3.33%) Misys
3 2 (3.33%) Salesforce.com
3 2 (3.33%) Tableau
4 1 (1.67%) Ab Initio
4 1 (1.67%) Apple
4 1 (1.67%) HP
4 1 (1.67%) Infor
4 1 (1.67%) LogRhythm
4 1 (1.67%) Rackspace
4 1 (1.67%) Software AG
4 1 (1.67%) Splunk
4 1 (1.67%) Teradata
4 1 (1.67%) webMethods
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