The table below looks at the statistics for Data Mining skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 2 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
2 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 140 156 130
Rank change year-on-year
+16 -26
Contract jobs citing Data Mining 15 6 7
As % of all contract IT jobs located in the North West 0.47% 0.14% 0.22%
As % of the Database & Business Intelligence category 1.82% 0.68% 0.95%
Number of daily rates quoted 10 5 3
Median daily rate £401 £475 £250
Median daily rate % change year-on-year
-15.52% +90.00%
UK excluding London median daily rate £400 £369 £400
% change year-on-year
+8.47% -7.81%
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 North West region.

Database & Business Intelligence Category
North West
Contract IT job ads with a match in the
Database & Business Intelligence category
823 886 738
As % of all contract IT jobs located in the North West 25.56% 21.01% 22.70%
Number of daily rates quoted 582 553 467
Median daily rate £375 £400 £350
Median daily rate % change year-on-year
-6.25% +14.28%
90% offered a daily rate of more than £290 £250 £250
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £400 £385 £363
% change year-on-year
+3.89% +6.20%
Number of hourly rates quoted 18 19 17
Median hourly rate £40.00 £37.50 £36.00
Median hourly rate % change year-on-year
+6.66% +4.16%
90% offered a hourly rate of more than £17.90 £15.90 £17.01
10% offered a hourly rate of more than £44.00 £52.47 £67.00
UK excluding London median hourly rate £38.00 £26.25 £32.75
% change year-on-year
+44.76% -19.84%

Data Mining
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 North West

Data Mining
Daily Rate Trend in the North West

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

Data Mining Daily Rate Trend in the North West

Data Mining
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the North West region over the 3 months to 2 December 2016.

Data Mining Daily Rate Histogram in the North West

Data Mining
Hourly Rate Trend in the North West

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

Data Mining Hourly Rate Trend in the North West

Data Mining
Contract Job Locations in the North West

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 North West region over the 3 months to 2 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
Cheshire +14 8 £401 -15.52% 3
Merseyside - 3 £575 -
Manchester +3 1 - - 6
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 2 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 North West region with a requirement for Data Mining.

1 19 (76.00%) SQL
2 14 (56.00%) Tableau
3 12 (48.00%) Business Intelligence
4 11 (44.00%) Agile Software Development
5 10 (40.00%) Visualisation
6 9 (36.00%) ETL
7 8 (32.00%) Data Warehouse
7 8 (32.00%) Data Analysis
8 6 (24.00%) Marketing
8 6 (24.00%) Scrum
8 6 (24.00%) Open Source
8 6 (24.00%) Analytics
9 5 (20.00%) Customer Insight
9 5 (20.00%) Statistical Modelling
9 5 (20.00%) Campaign Analysis
9 5 (20.00%) Performance Tuning
9 5 (20.00%) SAS Data Integration Studio
9 5 (20.00%) Kalman Filter
9 5 (20.00%) Market Research
9 5 (20.00%) Data Integration
9 5 (20.00%) Finance
9 5 (20.00%) SAP
9 5 (20.00%) SAS
9 5 (20.00%) BusinessObjects
9 5 (20.00%) SPSS
9 5 (20.00%) Actionable Insight
10 4 (16.00%) Performance Optimisation
10 4 (16.00%) Talend Open Studio
10 4 (16.00%) Analytical Skills
10 4 (16.00%) Performance Monitoring

Data Mining
Top Related IT Skills in the North West 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 (20.00%) SAS
2 2 (8.00%) Apache
2 2 (8.00%) Apache Spark
2 2 (8.00%) SharePoint
3 1 (4.00%) Apache Pig
Applications
1 5 (20.00%) SPSS
2 1 (4.00%) MS Excel
Cloud Services
1 2 (8.00%) Cloud Computing
2 1 (4.00%) Amazon AWS
2 1 (4.00%) Amazon EMR
2 1 (4.00%) GitHub
2 1 (4.00%) Office 365
Communications & Networking
1 1 (4.00%) Network Security
Database & Business Intelligence
1 8 (32.00%) Data Warehouse
2 5 (20.00%) BusinessObjects
2 5 (20.00%) SAS Data Integration Studio
3 3 (12.00%) Big Data
3 3 (12.00%) SQL Server Analysis Services
3 3 (12.00%) SQL Server Integration Services
3 3 (12.00%) SQL Server Reporting Services
4 2 (8.00%) Amazon Redshift
4 2 (8.00%) Hadoop
4 2 (8.00%) MongoDB
4 2 (8.00%) PostgreSQL
4 2 (8.00%) SQL Server
5 1 (4.00%) Apache Hive
5 1 (4.00%) HBase
5 1 (4.00%) NoSQL
Development Applications
1 4 (16.00%) Talend Open Studio
2 1 (4.00%) Jenkins
General
1 6 (24.00%) Marketing
2 5 (20.00%) Finance
3 1 (4.00%) Banking
3 1 (4.00%) Retail
3 1 (4.00%) Retail Banking
Job Titles
1 9 (36.00%) Analyst
2 7 (28.00%) Developer
3 5 (20.00%) Customer Analyst
3 5 (20.00%) Customer Insight Analyst
3 5 (20.00%) Insight Analyst
4 4 (16.00%) Business Intelligence Developer
5 3 (12.00%) Research Analyst
5 3 (12.00%) Tableau Developer
6 2 (8.00%) Agile Business Analyst
6 2 (8.00%) Business Analyst
6 2 (8.00%) Business Intelligence Analyst
6 2 (8.00%) Business Systems Analyst
6 2 (8.00%) Consultant
6 2 (8.00%) Data Business Analyst
6 2 (8.00%) Data Engineer
6 2 (8.00%) Forensic Consultant
6 2 (8.00%) Project Manager
6 2 (8.00%) SQL Developer
6 2 (8.00%) Systems Analyst
7 1 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (4.00%) Kafka
1 1 (4.00%) Web Services
Miscellaneous
1 10 (40.00%) Visualisation
2 5 (20.00%) Data Integration
3 4 (16.00%) Analytical Skills
4 2 (8.00%) Data Structures
5 1 (4.00%) Digital Media
5 1 (4.00%) Management Information System
5 1 (4.00%) Mathematics
5 1 (4.00%) Statistics
Operating Systems
1 3 (12.00%) Linux
Processes & Methodologies
1 12 (48.00%) Business Intelligence
2 11 (44.00%) Agile Software Development
3 9 (36.00%) ETL
4 8 (32.00%) Data Analysis
5 6 (24.00%) Analytics
5 6 (24.00%) Open Source
5 6 (24.00%) Scrum
6 5 (20.00%) Actionable Insight
6 5 (20.00%) Campaign Analysis
6 5 (20.00%) Customer Insight
6 5 (20.00%) Kalman Filter
6 5 (20.00%) Market Research
6 5 (20.00%) Performance Tuning
6 5 (20.00%) Statistical Modelling
7 4 (16.00%) Data Visualisation
7 4 (16.00%) Performance Monitoring
7 4 (16.00%) Performance Optimisation
8 3 (12.00%) Data Analytics
8 3 (12.00%) Data Mapping
8 3 (12.00%) Project Management
Programming Languages
1 19 (76.00%) SQL
2 3 (12.00%) R
3 2 (8.00%) Java
3 2 (8.00%) Python
3 2 (8.00%) T-SQL
4 1 (4.00%) JavaScript
4 1 (4.00%) PHP
4 1 (4.00%) VBA
Qualifications
1 2 (8.00%) CEH
1 2 (8.00%) CISA
1 2 (8.00%) CISSP
1 2 (8.00%) SANS
2 1 (4.00%) Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
System Software
1 1 (4.00%) HDFS
Systems Management
1 2 (8.00%) EnCase
Vendors
1 14 (56.00%) Tableau
2 5 (20.00%) SAP
3 4 (16.00%) Talend
4 3 (12.00%) Microsoft
5 2 (8.00%) Atlassian
5 2 (8.00%) Cellebrite
5 2 (8.00%) Vertica
Manchester
Computer Futures
Rate: £400 - £450 per annum + competitive
Posted: 4 days ago
North West
Rullion IT Plus
Rate: £350 - £400 per day
Posted: 4 days ago