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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 169 171 186
Rank change year-on-year
+2 +15
Permanent jobs citing Data Mining 26 15 20
As % of all permanent IT jobs located in Manchester 0.70% 0.43% 0.47%
As % of the Database & Business Intelligence category 1.91% 1.36% 1.34%
Number of salaries quoted 21 13 20
Median salary £30,000 £42,500 £40,000
Median salary % change year-on-year
-29.41% +6.25%
90% offered a salary of more than £27,500 £32,500 £33,850
10% offered a salary of more than £50,000 £44,500 £46,000
UK excluding London median salary £43,835 £45,000 £42,500
% change year-on-year
-2.59% +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
1360 1101 1490
As % of all permanent IT jobs located in Manchester 36.43% 31.23% 35.20%
Number of salaries quoted 1237 953 1311
Median salary £45,000 £42,500 £38,500
Median salary % change year-on-year
+5.88% +10.38%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £52,500 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 10 December 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 10 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bolton - 1 £45,000 -
Stockport - 1 £30,000 - 1
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 10 December 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 29 (50.00%) Machine Learning
2 28 (48.28%) Python
3 26 (44.83%) R
3 26 (44.83%) Analytics
4 23 (39.66%) Statistics
4 23 (39.66%) SQL
5 22 (37.93%) Big Data
6 21 (36.21%) SQL Server
6 21 (36.21%) Data Analysis
7 16 (27.59%) Agile Software Development
8 15 (25.86%) Mathematics
8 15 (25.86%) SAS
8 15 (25.86%) Business Intelligence
8 15 (25.86%) Stochastic Modelling
9 14 (24.14%) PhD
10 13 (22.41%) Data Warehouse
10 13 (22.41%) Microsoft
10 13 (22.41%) Stata
10 13 (22.41%) SQL Server Integration Services
10 13 (22.41%) SQL Server Reporting Services
10 13 (22.41%) Algorithms
11 12 (20.69%) Relational Database
11 12 (20.69%) Statistical Modelling
11 12 (20.69%) ETL
11 12 (20.69%) T-SQL
12 11 (18.97%) MySQL
12 11 (18.97%) Data Analytics
12 11 (18.97%) Power BI
13 10 (17.24%) E-Commerce
13 10 (17.24%) MS Excel

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 15 (25.86%) SAS
2 6 (10.34%) CICS
3 3 (5.17%) Apache Spark
4 1 (1.72%) Apache Pig
Applications
1 13 (22.41%) Stata
2 10 (17.24%) MS Excel
3 5 (8.62%) SPSS
4 2 (3.45%) S-PLUS
5 1 (1.72%) Spreadsheet
Business Applications
1 1 (1.72%) Cognos Business Intelligence
Cloud Services
1 1 (1.72%) Google Analytics
Database & Business Intelligence
1 22 (37.93%) Big Data
2 21 (36.21%) SQL Server
3 13 (22.41%) Data Warehouse
3 13 (22.41%) SQL Server Integration Services
3 13 (22.41%) SQL Server Reporting Services
4 12 (20.69%) Relational Database
5 11 (18.97%) MySQL
5 11 (18.97%) Power BI
6 8 (13.79%) Hadoop
6 8 (13.79%) MS Access
6 8 (13.79%) SQL Server 2014
6 8 (13.79%) SQL Server Analysis Services
7 7 (12.07%) PowerPivot
7 7 (12.07%) SQL Server 2012
8 6 (10.34%) DataStage
8 6 (10.34%) DB2
9 4 (6.90%) BusinessObjects
9 4 (6.90%) BusinessObjects Business Intelligence
9 4 (6.90%) Qlik Sense
9 4 (6.90%) QlikView
Development Applications
1 3 (5.17%) Talend Open Studio
General
1 8 (13.79%) Finance
2 7 (12.07%) Legal
3 6 (10.34%) Banking
4 5 (8.62%) Law
5 3 (5.17%) Local Government
6 2 (3.45%) Advertising
7 1 (1.72%) Automotive
7 1 (1.72%) Games
7 1 (1.72%) Retail
Job Titles
1 24 (41.38%) Data Scientist
2 7 (12.07%) Developer
2 7 (12.07%) Machine Learning Engineer
2 7 (12.07%) MATLAB Engineer
3 6 (10.34%) Business Intelligence Developer
3 6 (10.34%) Data Manager
3 6 (10.34%) Senior Business Intelligence Developer
3 6 (10.34%) Senior Developer
3 6 (10.34%) Test Manager
4 4 (6.90%) Analyst
4 4 (6.90%) Consultant
4 4 (6.90%) Data Warehouse Consultant
4 4 (6.90%) Head of Data Management
5 3 (5.17%) Business Intelligence Consultant
5 3 (5.17%) Data Engineer
5 3 (5.17%) Junior
5 3 (5.17%) Junior Data Scientist
5 3 (5.17%) QlikView Consultant
5 3 (5.17%) SAP BusinessObjects (BO) Consultant
6 2 (3.45%) SSIS Developer
Libraries, Frameworks & Software Standards
1 7 (12.07%) MDX
2 3 (5.17%) Natural Language Processing
3 1 (1.72%) Web Services
Miscellaneous
1 23 (39.66%) Statistics
2 15 (25.86%) Mathematics
3 13 (22.41%) Algorithms
4 10 (17.24%) Computer Science
5 9 (15.52%) Physics
6 8 (13.79%) Neural Network
7 7 (12.07%) CUDA
8 6 (10.34%) Mainframe
8 6 (10.34%) VSAM
9 5 (8.62%) Analytical Skills
9 5 (8.62%) Visualisation
10 3 (5.17%) Social Media
11 2 (3.45%) Artificial Intelligence
12 1 (1.72%) Data Extraction
12 1 (1.72%) Economics
12 1 (1.72%) Management Information System
12 1 (1.72%) Smartphone
Operating Systems
1 5 (8.62%) Linux
2 2 (3.45%) Unix
Processes & Methodologies
1 29 (50.00%) Machine Learning
2 26 (44.83%) Analytics
3 21 (36.21%) Data Analysis
4 16 (27.59%) Agile Software Development
5 15 (25.86%) Business Intelligence
5 15 (25.86%) Stochastic Modelling
6 12 (20.69%) ETL
6 12 (20.69%) Statistical Modelling
7 11 (18.97%) Data Analytics
8 10 (17.24%) Cluster Analysis
8 10 (17.24%) Data Management
8 10 (17.24%) E-Commerce
9 9 (15.52%) Predictive Modelling
9 9 (15.52%) Statistical Analysis
10 8 (13.79%) Bayesian Methods
10 8 (13.79%) Neuroscience
11 7 (12.07%) Service Design
11 7 (12.07%) Workflow
12 6 (10.34%) Programme Management
12 6 (10.34%) Service Management
Programming Languages
1 28 (48.28%) Python
2 26 (44.83%) R
3 23 (39.66%) SQL
4 12 (20.69%) T-SQL
5 9 (15.52%) C++
5 9 (15.52%) MATLAB
6 6 (10.34%) COBOL
6 6 (10.34%) JCL
7 4 (6.90%) Java
8 3 (5.17%) C#
9 1 (1.72%) VB
9 1 (1.72%) VBA
Qualifications
1 14 (24.14%) PhD
2 8 (13.79%) Degree
Quality Assurance & Compliance
1 7 (12.07%) Data Quality
2 1 (1.72%) QA
Vendors
1 13 (22.41%) Microsoft
2 9 (15.52%) Informatica
3 7 (12.07%) IBM
3 7 (12.07%) Oracle
3 7 (12.07%) Tableau
4 6 (10.34%) Cognizant
5 4 (6.90%) SAP
6 3 (5.17%) Talend
6 3 (5.17%) Vertica
7 1 (1.72%) Cognos
7 1 (1.72%) Google
7 1 (1.72%) Splunk
Stockport, Cheshire
Adria Solutions Ltd
Salary: £28000 - £30000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Michael Page International
Salary: £60000 - £70000 per annum + strong package
Posted: 4 days ago
Manchester, Lancashire
PwC
Salary: Market related
Posted: 18 days ago
Manchester
Centrica
Salary: Competitive plus benifits
Posted: 18 days ago