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 19 February 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
19 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / North West
Rank 115 152 143
Rank change year-on-year
+37 -9
Contract jobs citing Data Mining 12 6 6
As % of all contract IT jobs located in the North West 0.46% 0.16% 0.18%
As % of the Database & Business Intelligence category 1.89% 0.77% 0.75%
Number of daily rates quoted 5 4 4
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 £280 £383 £250
10% offered a daily rate of more than £430 £470 £485
UK excluding London median daily rate £325 £373 £375
% change year-on-year
-12.75% -0.66%
Number of hourly rates quoted 1 0 0
Median hourly rate £21.00 - -
UK excluding London median hourly rate £21.00 £16.00 £36.50
% change year-on-year
+31.25% -56.16%

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
635 775 799
As % of all contract IT jobs located in the North West 24.42% 20.60% 23.96%
Number of daily rates quoted 411 501 499
Median daily rate £375 £375 £350
Median daily rate % change year-on-year
- +7.14%
90% offered a daily rate of more than £280 £250 £270
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 22 35 15
Median hourly rate £35.00 £40.00 £36.00
Median hourly rate % change year-on-year
-12.50% +11.11%
90% offered a hourly rate of more than £12.00 £17.00 £24.80
10% offered a hourly rate of more than £44.00 £62.50 £67.00
UK excluding London median hourly rate £38.00 £27.50 £32.50
% change year-on-year
+38.18% -15.38%

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 19 February 2017.

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 19 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +18 7 £288 -28.12% 1
Cheshire - 3 £400 - 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 19 February 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 North West region with a requirement for Data Mining.

1 21 (77.78%) SQL
2 14 (51.85%) Tableau
3 10 (37.04%) Visualisation
3 10 (37.04%) Business Intelligence
4 9 (33.33%) Agile Software Development
5 8 (29.63%) Analytical Skills
5 8 (29.63%) Kalman Filter
6 7 (25.93%) Analytics
6 7 (25.93%) Performance Tuning
6 7 (25.93%) Marketing
6 7 (25.93%) SPSS
7 6 (22.22%) ETL
7 6 (22.22%) SAS
7 6 (22.22%) Data Analysis
7 6 (22.22%) Finance
7 6 (22.22%) Scrum
7 6 (22.22%) Performance Monitoring
7 6 (22.22%) Statistical Modelling
7 6 (22.22%) Campaign Analysis
7 6 (22.22%) Market Research
7 6 (22.22%) Actionable Insight
8 5 (18.52%) Data Integration
8 5 (18.52%) SAS Data Integration Studio
8 5 (18.52%) Customer Insight
8 5 (18.52%) Data Warehouse
8 5 (18.52%) SAP
8 5 (18.52%) BusinessObjects
9 4 (14.81%) Data Modelling
9 4 (14.81%) Data Analytics
9 4 (14.81%) Performance Optimisation

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 6 (22.22%) SAS
2 2 (7.41%) Apache
2 2 (7.41%) Apache Spark
3 1 (3.70%) Apache Pig
Applications
1 7 (25.93%) SPSS
Cloud Services
1 2 (7.41%) Azure Active Directory
1 2 (7.41%) Cloud Computing
1 2 (7.41%) Microsoft Azure
2 1 (3.70%) Amazon AWS
2 1 (3.70%) Amazon EMR
2 1 (3.70%) GitHub
Communications & Networking
1 1 (3.70%) Network Security
Database & Business Intelligence
1 5 (18.52%) BusinessObjects
1 5 (18.52%) Data Warehouse
1 5 (18.52%) SAS Data Integration Studio
2 3 (11.11%) Big Data
2 3 (11.11%) Hadoop
2 3 (11.11%) SQL Server
2 3 (11.11%) SQL Server Analysis Services
2 3 (11.11%) SQL Server Integration Services
2 3 (11.11%) SQL Server Reporting Services
3 2 (7.41%) Amazon Redshift
3 2 (7.41%) KNIME
3 2 (7.41%) Power BI
3 2 (7.41%) SQL Server 2016
4 1 (3.70%) Apache Hive
4 1 (3.70%) HBase
4 1 (3.70%) NoSQL
Development Applications
1 2 (7.41%) Talend Open Studio
2 1 (3.70%) Jenkins
General
1 7 (25.93%) Marketing
2 6 (22.22%) Finance
Job Titles
1 14 (51.85%) Analyst
2 7 (25.93%) Developer
3 5 (18.52%) Customer Analyst
3 5 (18.52%) Customer Insight Analyst
3 5 (18.52%) Data Analyst
3 5 (18.52%) Insight Analyst
3 5 (18.52%) Research Analyst
4 3 (11.11%) DBA
4 3 (11.11%) SQL DBA
4 3 (11.11%) SQL Developer
4 3 (11.11%) Tableau Developer
5 2 (7.41%) Business Systems Analyst
5 2 (7.41%) Consultant
5 2 (7.41%) Data Business Analyst
5 2 (7.41%) Forensic Consultant
5 2 (7.41%) PowerShell Developer
5 2 (7.41%) SQL Server DBA
5 2 (7.41%) SQL Server Developer
5 2 (7.41%) SSIS Developer
5 2 (7.41%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (3.70%) Kafka
1 1 (3.70%) Web Services
Miscellaneous
1 10 (37.04%) Visualisation
2 8 (29.63%) Analytical Skills
3 5 (18.52%) Data Integration
4 4 (14.81%) Statistics
5 2 (7.41%) Data Structures
5 2 (7.41%) Learning Management System
6 1 (3.70%) Digital Media
6 1 (3.70%) Mathematics
Operating Systems
1 1 (3.70%) Linux
Processes & Methodologies
1 10 (37.04%) Business Intelligence
2 9 (33.33%) Agile Software Development
3 8 (29.63%) Kalman Filter
4 7 (25.93%) Analytics
4 7 (25.93%) Performance Tuning
5 6 (22.22%) Actionable Insight
5 6 (22.22%) Campaign Analysis
5 6 (22.22%) Data Analysis
5 6 (22.22%) ETL
5 6 (22.22%) Market Research
5 6 (22.22%) Performance Monitoring
5 6 (22.22%) Scrum
5 6 (22.22%) Statistical Modelling
6 5 (18.52%) Customer Insight
7 4 (14.81%) Data Analytics
7 4 (14.81%) Data Modelling
7 4 (14.81%) Data Visualisation
7 4 (14.81%) Open Source
7 4 (14.81%) Performance Optimisation
8 3 (11.11%) ERP
Programming Languages
1 21 (77.78%) SQL
2 3 (11.11%) R
3 2 (7.41%) Java
3 2 (7.41%) PowerShell
3 2 (7.41%) Python
4 1 (3.70%) JavaScript
4 1 (3.70%) PHP
Qualifications
1 2 (7.41%) CEH
1 2 (7.41%) CISA
1 2 (7.41%) CISSP
1 2 (7.41%) SANS
2 1 (3.70%) Degree
System Software
1 2 (7.41%) Active Directory
2 1 (3.70%) HDFS
Systems Management
1 2 (7.41%) EnCase
Vendors
1 14 (51.85%) Tableau
2 5 (18.52%) SAP
3 2 (7.41%) Atlassian
3 2 (7.41%) Cellebrite
3 2 (7.41%) Microsoft
3 2 (7.41%) Talend