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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 231 243 250
Rank change year-on-year
+12 +7
Contract jobs citing Data Mining 20 22 16
As % of all contract IT jobs located in the South East 0.25% 0.23% 0.16%
As % of the Database & Business Intelligence category 1.36% 1.07% 0.91%
Number of daily rates quoted 8 14 11
Median daily rate £350 £275 £251
Median daily rate % change year-on-year
+27.27% +9.78%
90% offered a daily rate of more than £220 £203 £200
10% offered a daily rate of more than £480 £300 £475
UK excluding London median daily rate £400 £340 £400
% change year-on-year
+17.64% -15.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
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
1476 2048 1753
As % of all contract IT jobs located in the South East 18.76% 21.78% 17.87%
Number of daily rates quoted 848 1213 1050
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 £300 £285 £263
10% offered a daily rate of more than £539 £525 £500
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 33 60 32
Median hourly rate £20.46 £25.44 £37.50
Median hourly rate % change year-on-year
-19.58% -32.16%
90% offered a hourly rate of more than £9.50 £9.50 £15.40
10% offered a hourly rate of more than £49.50 £45.00 £90.00
UK excluding London median hourly rate £38.00 £25.44 £33.00
% change year-on-year
+49.37% -22.90%

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 6 December 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 6 December 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
Buckinghamshire +16 7 - -
Surrey +20 4 £460 +47.20% 1
Berkshire +8 4 £450 +80.00% 1
Hampshire +15 3 £330 +65.00% 2
Kent +4 1 £223 +11.25%
Oxfordshire - 1 £215 - 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the South East

For the 6 months to 6 December 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 19 (50.00%) SQL
2 14 (36.84%) Analytics
3 13 (34.21%) Java
4 12 (31.58%) Analytical Skills
5 11 (28.95%) Statistics
5 11 (28.95%) Degree
6 10 (26.32%) Python
7 9 (23.68%) Data Warehouse
7 9 (23.68%) ETL
7 9 (23.68%) Mathematics
7 9 (23.68%) Computer Science
7 9 (23.68%) Data Analysis
7 9 (23.68%) R
8 8 (21.05%) Big Data
8 8 (21.05%) Hadoop
8 8 (21.05%) Machine Learning
8 8 (21.05%) Agile Software Development
8 8 (21.05%) Business Intelligence
8 8 (21.05%) Data Modelling
9 7 (18.42%) Finance
10 6 (15.79%) Quantitative Analysis
10 6 (15.79%) MS Excel
10 6 (15.79%) Predictive Modelling
11 5 (13.16%) Apache Hive
11 5 (13.16%) HBase
11 5 (13.16%) Deep Learning
11 5 (13.16%) Pandas
11 5 (13.16%) Theano
11 5 (13.16%) Keras
11 5 (13.16%) Torch

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 4 (10.53%) Apache Pig
2 2 (5.26%) BizTalk Server
2 2 (5.26%) SAS
2 2 (5.26%) SharePoint
3 1 (2.63%) Apache Spark
Applications
1 6 (15.79%) MS Excel
2 4 (10.53%) SPSS
3 3 (7.89%) Spreadsheet
4 2 (5.26%) MS Office
5 1 (2.63%) MS Project
Business Applications
1 2 (5.26%) HFM
1 2 (5.26%) SAP GRC
2 1 (2.63%) BusinessWorks
2 1 (2.63%) Dynamics CRM
2 1 (2.63%) SAP BPC
Communications & Networking
1 2 (5.26%) IMAP
Database & Business Intelligence
1 9 (23.68%) Data Warehouse
2 8 (21.05%) Big Data
2 8 (21.05%) Hadoop
3 5 (13.16%) Apache Hive
3 5 (13.16%) HBase
3 5 (13.16%) SQL Server
4 3 (7.89%) SQL Server Integration Services
4 3 (7.89%) SQL Server Reporting Services
5 2 (5.26%) Apache Cassandra
5 2 (5.26%) BusinessObjects
5 2 (5.26%) Crystal Reports
5 2 (5.26%) MongoDB
5 2 (5.26%) MS Access
5 2 (5.26%) NoSQL
5 2 (5.26%) PowerCenter
6 1 (2.63%) Mahout
6 1 (2.63%) Qlik Sense
6 1 (2.63%) Relational Database
6 1 (2.63%) SAP HANA
6 1 (2.63%) SQL Server 2012
Development Applications
1 3 (7.89%) Git (software)
2 2 (5.26%) Subversion
3 1 (2.63%) SQL Server Management Studio (SSMS)
3 1 (2.63%) Team Foundation Server
3 1 (2.63%) Visual Studio
General
1 7 (18.42%) Finance
2 3 (7.89%) Banking
3 2 (5.26%) Marketing
3 2 (5.26%) Pharmaceutical
3 2 (5.26%) Telecoms
4 1 (2.63%) Swedish Language
Job Titles
1 14 (36.84%) Analyst
2 10 (26.32%) Developer
3 5 (13.16%) Data Analyst
3 5 (13.16%) Data Scientist
4 4 (10.53%) Business Analyst
4 4 (10.53%) Machine Learning Developer
5 3 (7.89%) SQL Analyst
5 3 (7.89%) Support Analyst
6 2 (5.26%) Business Intelligence Lead
6 2 (5.26%) COBIT Auditor
6 2 (5.26%) Consultant
6 2 (5.26%) Hadoop Developer
6 2 (5.26%) IT Auditor
6 2 (5.26%) Java Developer
6 2 (5.26%) Semantic Web Developer
6 2 (5.26%) Senior Developer
6 2 (5.26%) Senior Hadoop Developer
6 2 (5.26%) Software Developer
6 2 (5.26%) Technical Analyst
6 2 (5.26%) Web Developer
Libraries, Frameworks & Software Standards
1 5 (13.16%) Keras
1 5 (13.16%) Pandas
1 5 (13.16%) Theano
1 5 (13.16%) Torch
2 4 (10.53%) scikit-learn
2 4 (10.53%) XGBoost
3 3 (7.89%) XML
4 2 (5.26%) .NET
4 2 (5.26%) JSON
4 2 (5.26%) Web Services
4 2 (5.26%) XSLT
5 1 (2.63%) Cascading
5 1 (2.63%) MDX
5 1 (2.63%) RESTful
Miscellaneous
1 12 (31.58%) Analytical Skills
2 11 (28.95%) Statistics
3 9 (23.68%) Computer Science
3 9 (23.68%) Mathematics
4 4 (10.53%) Artificial Intelligence
5 3 (7.89%) Data Extraction
5 3 (7.89%) Economics
6 2 (5.26%) Algorithms
6 2 (5.26%) Linked Data
6 2 (5.26%) Management Information System
6 2 (5.26%) NHS
6 2 (5.26%) Online Banking
6 2 (5.26%) Ontologies
6 2 (5.26%) Semantic Web
6 2 (5.26%) Visualisation
7 1 (2.63%) Data Centre
7 1 (2.63%) Data Integration
7 1 (2.63%) Neural Network
7 1 (2.63%) Physics
7 1 (2.63%) Social Network
Operating Systems
1 4 (10.53%) Linux
Processes & Methodologies
1 14 (36.84%) Analytics
2 9 (23.68%) Data Analysis
2 9 (23.68%) ETL
3 8 (21.05%) Agile Software Development
3 8 (21.05%) Business Intelligence
3 8 (21.05%) Data Modelling
3 8 (21.05%) Machine Learning
4 6 (15.79%) Predictive Modelling
4 6 (15.79%) Quantitative Analysis
5 5 (13.16%) Deep Learning
6 4 (10.53%) Business Analysis
6 4 (10.53%) MapReduce
6 4 (10.53%) Migration
6 4 (10.53%) Project Management
6 4 (10.53%) Scrum
7 3 (7.89%) Continuous Improvement
7 3 (7.89%) Data Analytics
7 3 (7.89%) Data Management
8 2 (5.26%) Multivariate Testing
8 2 (5.26%) Process Improvement
Programming Languages
1 19 (50.00%) SQL
2 13 (34.21%) Java
3 10 (26.32%) Python
4 9 (23.68%) R
5 4 (10.53%) C#
5 4 (10.53%) Shell Script
6 2 (5.26%) C++
6 2 (5.26%) MATLAB
6 2 (5.26%) Perl
6 2 (5.26%) PHP
6 2 (5.26%) Scala
6 2 (5.26%) SPARQL
6 2 (5.26%) VB
7 1 (2.63%) JavaScript
7 1 (2.63%) PL/SQL
Qualifications
1 11 (28.95%) Degree
2 1 (2.63%) PhD
2 1 (2.63%) SC Cleared
2 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 2 (5.26%) COBIT
1 2 (5.26%) Data Quality
1 2 (5.26%) QA
1 2 (5.26%) Sarbanes-Oxley
2 1 (2.63%) ISO 9001
System Software
1 4 (10.53%) Apache Flume
Systems Management
1 4 (10.53%) Oozie
Vendors
1 5 (13.16%) Microsoft
2 4 (10.53%) SAP
3 3 (7.89%) Oracle
4 2 (5.26%) Hyperion
4 2 (5.26%) IBM
4 2 (5.26%) Misys
4 2 (5.26%) Tableau
5 1 (2.63%) HP
5 1 (2.63%) Salesforce.com
5 1 (2.63%) Teradata
5 1 (2.63%) TIBCO
Richmond, Surrey
Hydrogen Group
Rate: £300.00 - £350.00 per day
Posted: 12 hours ago