The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 162 169 188
Rank change year-on-year
+7 +19
Permanent jobs citing Data Mining 17 12 7
As % of all permanent IT jobs located in Manchester 0.50% 0.36% 0.18%
As % of the Database & Business Intelligence category 1.61% 1.00% 0.50%
Number of salaries quoted 16 12 6
Median salary £43,750 £31,000 £38,750
Median salary % change year-on-year
+41.12% -20.00%
90% offered a salary of more than £37,500 £24,000 £31,250
10% offered a salary of more than £57,500 £69,000 £72,500
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
North West

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

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1053 1196 1413
As % of all permanent IT jobs located in Manchester 31.20% 36.08% 36.56%
Number of salaries quoted 938 1023 1241
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £55,000 £55,000 £54,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Mining
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Manchester

Data Mining
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Manchester region.

Data Mining Salary Trend in Manchester

Data Mining
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Mining across the Manchester region over the 3 months to 24 May 2016.

Data Mining Salary Histogram in Manchester

Data Mining
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Manchester region over the 3 months to 24 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Altrincham - 1 £47,500 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 24 May 2016, IT 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 job ads across the Manchester region with a requirement for Data Mining.

1 23 (65.71%) SQL
2 17 (48.57%) Business Intelligence
2 17 (48.57%) Finance
3 15 (42.86%) Analytical Skills
4 13 (37.14%) Analytics
4 13 (37.14%) Microsoft
4 13 (37.14%) Data Analysis
5 11 (31.43%) PhD
5 11 (31.43%) Data Warehouse
5 11 (31.43%) Python
5 11 (31.43%) Machine Learning
5 11 (31.43%) Algorithms
6 10 (28.57%) Big Data
6 10 (28.57%) SQL Server
7 9 (25.71%) SQL Server Reporting Services
7 9 (25.71%) SQL Server Integration Services
7 9 (25.71%) Statistics
8 8 (22.86%) Degree
8 8 (22.86%) VBA
9 7 (20.00%) MS Excel
9 7 (20.00%) Data Modelling
9 7 (20.00%) SAS
9 7 (20.00%) Marketing
9 7 (20.00%) Statistical Analysis
9 7 (20.00%) R
10 6 (17.14%) SQL Server Analysis Services
11 5 (14.29%) Relational Database
11 5 (14.29%) Service Design
11 5 (14.29%) Stochastic Modelling
11 5 (14.29%) CUDA

Data Mining
Top Related IT Skills in Manchester 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 7 (20.00%) SAS
Applications
1 7 (20.00%) MS Excel
2 4 (11.43%) MS PowerPoint
3 2 (5.71%) MS Visio
4 1 (2.86%) MS Office
4 1 (2.86%) SPSS
Business Applications
1 2 (5.71%) SAP Oil and Gas
2 1 (2.86%) Oracle EBS
Communications & Networking
1 1 (2.86%) SMS
Database & Business Intelligence
1 11 (31.43%) Data Warehouse
2 10 (28.57%) Big Data
2 10 (28.57%) SQL Server
3 9 (25.71%) SQL Server Integration Services
3 9 (25.71%) SQL Server Reporting Services
4 6 (17.14%) SQL Server Analysis Services
5 5 (14.29%) BusinessObjects
5 5 (14.29%) OLAP
5 5 (14.29%) Relational Database
6 4 (11.43%) Hadoop
6 4 (11.43%) Oracle BI EE
7 3 (8.57%) Data Mart
7 3 (8.57%) Power BI
7 3 (8.57%) SQL Server 2008
7 3 (8.57%) SQL Server 2012
8 2 (5.71%) MS Access
8 2 (5.71%) Qlik Sense
8 2 (5.71%) QlikView
8 2 (5.71%) SQL Server 2014
8 2 (5.71%) Text Mining
Development Applications
1 2 (5.71%) SQL Server Management Studio (SSMS)
General
1 17 (48.57%) Finance
2 7 (20.00%) Marketing
3 5 (14.29%) Banking
4 3 (8.57%) Advertising
4 3 (8.57%) Law
4 3 (8.57%) Legal
5 2 (5.71%) Electronics
5 2 (5.71%) Local Government
5 2 (5.71%) Manufacturing
5 2 (5.71%) Telecoms
6 1 (2.86%) Games
6 1 (2.86%) Retail
Job Titles
1 13 (37.14%) Analyst
2 7 (20.00%) Business Intelligence Developer
2 7 (20.00%) Developer
3 6 (17.14%) Data Scientist
4 5 (14.29%) Machine Learning Engineer
4 5 (14.29%) MATLAB Engineer
5 4 (11.43%) Senior Analyst
6 3 (8.57%) Analyst Developer
6 3 (8.57%) Business Analyst
6 3 (8.57%) Business Intelligence Analyst
6 3 (8.57%) Commercial Analyst
6 3 (8.57%) Developer Analyst
6 3 (8.57%) SQL Analyst
6 3 (8.57%) SSAS Developer
6 3 (8.57%) Technical Analyst
6 3 (8.57%) Technical Business Analyst
7 2 (5.71%) Data Analyst
7 2 (5.71%) QlikView Consultant
7 2 (5.71%) Senior Business Intelligence Developer
7 2 (5.71%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (8.57%) MDX
2 2 (5.71%) Natural Language Processing
3 1 (2.86%) NumPy
Miscellaneous
1 15 (42.86%) Analytical Skills
2 11 (31.43%) Algorithms
3 9 (25.71%) Statistics
4 5 (14.29%) CUDA
4 5 (14.29%) Mathematics
5 3 (8.57%) Management Information System
5 3 (8.57%) Physics
6 2 (5.71%) Credit Risk
6 2 (5.71%) Taxonomies
6 2 (5.71%) Visualisation
7 1 (2.86%) Computer Science
7 1 (2.86%) Data Conversion
7 1 (2.86%) Data Extraction
7 1 (2.86%) Data Integration
7 1 (2.86%) Data Structures
7 1 (2.86%) Economics
7 1 (2.86%) Social Media
Processes & Methodologies
1 17 (48.57%) Business Intelligence
2 13 (37.14%) Analytics
2 13 (37.14%) Data Analysis
3 11 (31.43%) Machine Learning
4 7 (20.00%) Data Modelling
4 7 (20.00%) Statistical Analysis
5 5 (14.29%) Business Analysis
5 5 (14.29%) Service Design
5 5 (14.29%) Stochastic Modelling
6 3 (8.57%) Agile Software Development
6 3 (8.57%) Bioinformatics
6 3 (8.57%) Business Development
6 3 (8.57%) Predictive Modelling
6 3 (8.57%) Product Management
6 3 (8.57%) Programme Management
6 3 (8.57%) Stakeholder Management
7 2 (5.71%) Econometrics
7 2 (5.71%) ERP
7 2 (5.71%) ETL
7 2 (5.71%) SOA
Programming Languages
1 23 (65.71%) SQL
2 11 (31.43%) Python
3 8 (22.86%) VBA
4 7 (20.00%) R
5 5 (14.29%) C++
5 5 (14.29%) MATLAB
5 5 (14.29%) T-SQL
6 3 (8.57%) Java
7 2 (5.71%) C#
8 1 (2.86%) C
8 1 (2.86%) Scala
8 1 (2.86%) VB
Qualifications
1 11 (31.43%) PhD
2 8 (22.86%) Degree
3 1 (2.86%) Postgraduate
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
1 2 (5.71%) QA
Vendors
1 13 (37.14%) Microsoft
2 4 (11.43%) SAP
2 4 (11.43%) Tableau
3 3 (8.57%) Oracle
4 2 (5.71%) Teradata
5 1 (2.86%) Alteryx
5 1 (2.86%) Hyperion
5 1 (2.86%) Informatica
5 1 (2.86%) JD Edwards
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