The table below looks at the statistics for Data Mining skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / North West
Rank 215 216 235
Rank change year-on-year
+1 +19
Permanent jobs citing Data Mining 33 23 22
As % of all permanent IT jobs located in the North West 0.56% 0.41% 0.32%
As % of the Database & Business Intelligence category 1.61% 1.30% 0.97%
Number of salaries quoted 29 17 22
Median salary £33,000 £37,500 £44,500
Median salary % change year-on-year
-12.00% -15.73%
90% offered a salary of more than £30,000 £30,400 £40,000
10% offered a salary of more than £56,500 £44,500 £65,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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 North West region.

Database & Business Intelligence Category
North West
Permanent IT job ads with a match in the
Database & Business Intelligence category
2050 1767 2272
As % of all permanent IT jobs located in the North West 34.94% 31.71% 33.14%
Number of salaries quoted 1796 1551 1993
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £57,500 £53,000 £53,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 the North West

Data Mining
Salary Trend in the North West

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

Data Mining Salary Trend in the North West

Data Mining
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Mining across the North West region over the 3 months to 21 January 2017.

Data Mining Salary Histogram in the North West

Data Mining
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the North West region over the 3 months to 21 January 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -6 21 £30,000 -29.41% 1
Lancashire - 10 £33,000 -
Cheshire +7 1 £42,500 +13.33%
Merseyside -7 1 £55,000 +69.23%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 21 January 2017, 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 North West region with a requirement for Data Mining.

1 47 (51.09%) SQL
2 45 (48.91%) SQL Server
3 44 (47.83%) Business Intelligence
3 44 (47.83%) Analytics
4 34 (36.96%) Machine Learning
5 31 (33.70%) Python
6 30 (32.61%) Data Warehouse
6 30 (32.61%) Statistics
6 30 (32.61%) R
7 28 (30.43%) SQL Server Reporting Services
7 28 (30.43%) Data Analysis
8 26 (28.26%) SQL Server Integration Services
8 26 (28.26%) ETL
8 26 (28.26%) Data Analytics
9 25 (27.17%) Power BI
9 25 (27.17%) T-SQL
10 24 (26.09%) Data Modelling
11 23 (25.00%) Big Data
12 22 (23.91%) Microsoft
13 21 (22.83%) Relational Database
14 20 (21.74%) SAS
15 19 (20.65%) Agile Software Development
16 18 (19.57%) Mathematics
16 18 (19.57%) Finance
16 18 (19.57%) Tableau
17 17 (18.48%) MDX
18 16 (17.39%) Stata
18 16 (17.39%) MS Excel
19 15 (16.30%) VBA
19 15 (16.30%) Computer Science

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 20 (21.74%) SAS
2 6 (6.52%) SharePoint
3 5 (5.43%) Apache Spark
3 5 (5.43%) CICS
4 4 (4.35%) IIS
5 3 (3.26%) Apache Pig
Applications
1 16 (17.39%) MS Excel
1 16 (17.39%) Stata
2 6 (6.52%) SPSS
3 3 (3.26%) S-PLUS
4 1 (1.09%) Spreadsheet
Business Applications
1 2 (2.17%) Cognos Business Intelligence
Cloud Services
1 8 (8.70%) Microsoft Azure
2 2 (2.17%) Office 365
3 1 (1.09%) Google Analytics
Database & Business Intelligence
1 45 (48.91%) SQL Server
2 30 (32.61%) Data Warehouse
3 28 (30.43%) SQL Server Reporting Services
4 26 (28.26%) SQL Server Integration Services
5 25 (27.17%) Power BI
6 23 (25.00%) Big Data
7 21 (22.83%) Relational Database
8 11 (11.96%) MySQL
8 11 (11.96%) SQL Server Analysis Services
9 10 (10.87%) Hadoop
10 8 (8.70%) MS Access
10 8 (8.70%) SQL Server 2014
11 7 (7.61%) PowerPivot
11 7 (7.61%) SQL Server 2012
12 6 (6.52%) Qlik Sense
12 6 (6.52%) QlikView
13 5 (5.43%) DataStage
13 5 (5.43%) DB2
14 4 (4.35%) BusinessObjects
15 3 (3.26%) RDBMS
Development Applications
1 3 (3.26%) Talend Open Studio
General
1 18 (19.57%) Finance
2 9 (9.78%) Legal
3 6 (6.52%) Law
4 5 (5.43%) Banking
4 5 (5.43%) Retail
5 2 (2.17%) Local Government
5 2 (2.17%) Marketing
5 2 (2.17%) Pharmaceutical
6 1 (1.09%) Automotive
6 1 (1.09%) Games
Job Titles
1 30 (32.61%) Data Scientist
2 19 (20.65%) Analyst
2 19 (20.65%) Developer
3 13 (14.13%) SQL Analyst
4 12 (13.04%) Data Analyst
5 11 (11.96%) SQL Data Analyst
6 10 (10.87%) SQL Server Analyst
7 9 (9.78%) SSIS Analyst
7 9 (9.78%) SSRS Analyst
8 8 (8.70%) Business Intelligence Developer
9 7 (7.61%) Database Developer
10 6 (6.52%) Senior Business Intelligence Developer
10 6 (6.52%) Senior Developer
11 5 (5.43%) Data Manager
11 5 (5.43%) Test Manager
12 4 (4.35%) Architect
12 4 (4.35%) Business Architect
12 4 (4.35%) Machine Learning Engineer
12 4 (4.35%) MATLAB Engineer
12 4 (4.35%) Systems Architect
Libraries, Frameworks & Software Standards
1 17 (18.48%) MDX
2 4 (4.35%) Natural Language Processing
3 3 (3.26%) HTML
4 1 (1.09%) Web Services
Miscellaneous
1 30 (32.61%) Statistics
2 18 (19.57%) Mathematics
3 15 (16.30%) Computer Science
4 12 (13.04%) Visualisation
5 10 (10.87%) Neural Network
6 9 (9.78%) Algorithms
6 9 (9.78%) Analytical Skills
6 9 (9.78%) Physics
7 5 (5.43%) Data Integration
7 5 (5.43%) Mainframe
7 5 (5.43%) VSAM
8 4 (4.35%) CUDA
9 3 (3.26%) Social Media
10 2 (2.17%) Artificial Intelligence
10 2 (2.17%) Credit Risk
10 2 (2.17%) Data Extraction
10 2 (2.17%) Management Information System
11 1 (1.09%) Applied Mathematics
11 1 (1.09%) Economics
11 1 (1.09%) Smartphone
Operating Systems
1 5 (5.43%) Linux
2 2 (2.17%) Unix
Processes & Methodologies
1 44 (47.83%) Analytics
1 44 (47.83%) Business Intelligence
2 34 (36.96%) Machine Learning
3 28 (30.43%) Data Analysis
4 26 (28.26%) Data Analytics
4 26 (28.26%) ETL
5 24 (26.09%) Data Modelling
6 19 (20.65%) Agile Software Development
7 15 (16.30%) Statistical Modelling
8 14 (15.22%) Stochastic Modelling
9 13 (14.13%) Cluster Analysis
10 11 (11.96%) Bayesian Methods
10 11 (11.96%) Predictive Modelling
10 11 (11.96%) Statistical Analysis
11 10 (10.87%) E-Commerce
11 10 (10.87%) Neuroscience
12 8 (8.70%) Data Management
13 6 (6.52%) Data Visualisation
13 6 (6.52%) Unit Testing
13 6 (6.52%) Workflow
Programming Languages
1 47 (51.09%) SQL
2 31 (33.70%) Python
3 30 (32.61%) R
4 25 (27.17%) T-SQL
5 15 (16.30%) VBA
6 8 (8.70%) MATLAB
7 6 (6.52%) C++
8 5 (5.43%) COBOL
8 5 (5.43%) JCL
9 4 (4.35%) C#
10 3 (3.26%) Java
11 1 (1.09%) Shell Script
11 1 (1.09%) VB
Qualifications
1 13 (14.13%) PhD
2 9 (9.78%) Degree
Quality Assurance & Compliance
1 11 (11.96%) Data Quality
2 1 (1.09%) QA
Vendors
1 22 (23.91%) Microsoft
2 18 (19.57%) Tableau
3 8 (8.70%) Informatica
3 8 (8.70%) Teradata
4 7 (7.61%) IBM
5 6 (6.52%) Oracle
6 5 (5.43%) Cognizant
6 5 (5.43%) SAP
7 4 (4.35%) JD Edwards
8 3 (3.26%) Talend
8 3 (3.26%) Vertica
9 2 (2.17%) Cognos
9 2 (2.17%) Splunk
10 1 (1.09%) Alteryx
10 1 (1.09%) Google
Greater Manchester
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 18 hours ago