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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / North West
Rank 210 212 239
Rank change year-on-year
+2 +27
Permanent jobs citing Data Mining 25 18 22
As % of all permanent IT jobs located in the North West 0.42% 0.32% 0.32%
As % of the Database & Business Intelligence category 1.22% 1.01% 0.94%
Number of salaries quoted 19 12 21
Median salary £33,000 £36,250 £45,000
Median salary % change year-on-year
-8.96% -19.44%
90% offered a salary of more than £30,000 £30,000 £40,000
10% offered a salary of more than £65,000 £39,750 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
2046 1774 2329
As % of all permanent IT jobs located in the North West 34.05% 31.76% 33.40%
Number of salaries quoted 1751 1543 2013
Median salary £40,000 £42,250 £40,000
Median salary % change year-on-year
-5.32% +5.62%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £52,500 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 February 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 27 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -25 15 £30,000 -1.63% 2
Merseyside - 5 £33,250 - 1
Lancashire - 4 £33,000 -
Cheshire +10 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 27 February 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 44 (59.46%) SQL
2 38 (51.35%) Analytics
3 36 (48.65%) Business Intelligence
4 35 (47.30%) SQL Server
5 27 (36.49%) Machine Learning
6 26 (35.14%) Data Analytics
7 25 (33.78%) Statistics
8 24 (32.43%) SQL Server Reporting Services
8 24 (32.43%) ETL
8 24 (32.43%) Python
9 22 (29.73%) SQL Server Integration Services
9 22 (29.73%) R
10 21 (28.38%) Data Analysis
11 20 (27.03%) Data Warehouse
11 20 (27.03%) Mathematics
11 20 (27.03%) Power BI
12 19 (25.68%) SAS
12 19 (25.68%) T-SQL
12 19 (25.68%) Data Modelling
13 17 (22.97%) Tableau
14 16 (21.62%) Big Data
14 16 (21.62%) Relational Database
14 16 (21.62%) MDX
15 15 (20.27%) Computer Science
15 15 (20.27%) Agile Software Development
15 15 (20.27%) Finance
15 15 (20.27%) Stata
16 14 (18.92%) Microsoft
16 14 (18.92%) VBA
17 13 (17.57%) Statistical Modelling

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 19 (25.68%) SAS
2 5 (6.76%) Apache Spark
2 5 (6.76%) SharePoint
3 4 (5.41%) IIS
4 3 (4.05%) Apache Pig
4 3 (4.05%) CICS
Applications
1 15 (20.27%) Stata
2 13 (17.57%) MS Excel
3 6 (8.11%) SPSS
4 3 (4.05%) Spreadsheet
5 2 (2.70%) S-PLUS
Business Applications
1 2 (2.70%) Cognos Business Intelligence
Cloud Services
1 5 (6.76%) Microsoft Azure
2 1 (1.35%) Google Analytics
2 1 (1.35%) Office 365
Database & Business Intelligence
1 35 (47.30%) SQL Server
2 24 (32.43%) SQL Server Reporting Services
3 22 (29.73%) SQL Server Integration Services
4 20 (27.03%) Data Warehouse
4 20 (27.03%) Power BI
5 16 (21.62%) Big Data
5 16 (21.62%) Relational Database
6 12 (16.22%) MySQL
7 9 (12.16%) Hadoop
7 9 (12.16%) MS Access
8 8 (10.81%) SQL Server Analysis Services
9 6 (8.11%) PowerPivot
9 6 (8.11%) SQL Server 2012
9 6 (8.11%) SQL Server 2014
10 3 (4.05%) Apache Hive
10 3 (4.05%) DataStage
10 3 (4.05%) DB2
10 3 (4.05%) MongoDB
10 3 (4.05%) PostgreSQL
11 2 (2.70%) BusinessObjects
Development Applications
1 3 (4.05%) Talend Open Studio
General
1 15 (20.27%) Finance
2 8 (10.81%) Legal
3 4 (5.41%) Banking
3 4 (5.41%) Law
3 4 (5.41%) Retail
4 1 (1.35%) Automotive
4 1 (1.35%) Games
4 1 (1.35%) Pharmaceutical
Job Titles
1 27 (36.49%) Data Scientist
2 21 (28.38%) Analyst
3 16 (21.62%) SQL Analyst
4 15 (20.27%) Data Analyst
5 14 (18.92%) Developer
5 14 (18.92%) SQL Data Analyst
6 10 (13.51%) SQL Server Analyst
7 9 (12.16%) SSIS Analyst
7 9 (12.16%) SSRS Analyst
8 7 (9.46%) Business Intelligence Developer
9 5 (6.76%) Database Developer
9 5 (6.76%) Senior Business Intelligence Developer
9 5 (6.76%) Senior Developer
10 4 (5.41%) Architect
10 4 (5.41%) Business Architect
10 4 (5.41%) Systems Architect
11 3 (4.05%) Data Engineer
11 3 (4.05%) Data Manager
11 3 (4.05%) Junior
11 3 (4.05%) Test Manager
Libraries, Frameworks & Software Standards
1 16 (21.62%) MDX
2 3 (4.05%) Natural Language Processing
2 3 (4.05%) Web Services
3 2 (2.70%) HTML
4 1 (1.35%) XML
Miscellaneous
1 15 (20.27%) Computer Science
2 12 (16.22%) Analytical Skills
3 5 (6.76%) Algorithms
3 5 (6.76%) Management Information System
4 3 (4.05%) Mainframe
4 3 (4.05%) Social Media
4 3 (4.05%) VSAM
5 1 (1.35%) Smartphone
Operating Systems
1 5 (6.76%) Linux
2 2 (2.70%) Unix
Processes & Methodologies
1 38 (51.35%) Analytics
2 36 (48.65%) Business Intelligence
3 27 (36.49%) Machine Learning
4 26 (35.14%) Data Analytics
5 25 (33.78%) Statistics
6 24 (32.43%) ETL
7 21 (28.38%) Data Analysis
8 20 (27.03%) Mathematics
9 19 (25.68%) Data Modelling
10 15 (20.27%) Agile Software Development
11 13 (17.57%) Statistical Modelling
12 12 (16.22%) Cluster Analysis
13 11 (14.86%) Bayesian Methods
13 11 (14.86%) Visualisation
14 10 (13.51%) Neural Network
14 10 (13.51%) Neuroscience
14 10 (13.51%) Stochastic Modelling
15 9 (12.16%) E-Commerce
16 8 (10.81%) Predictive Modelling
17 7 (9.46%) Physics
Programming Languages
1 44 (59.46%) SQL
2 24 (32.43%) Python
3 22 (29.73%) R
4 19 (25.68%) T-SQL
5 14 (18.92%) VBA
6 5 (6.76%) C#
7 3 (4.05%) COBOL
7 3 (4.05%) Java
7 3 (4.05%) JCL
7 3 (4.05%) MATLAB
7 3 (4.05%) VB
8 2 (2.70%) C++
9 1 (1.35%) JavaScript
9 1 (1.35%) Shell Script
Qualifications
1 7 (9.46%) PhD
2 6 (8.11%) Degree
Quality Assurance & Compliance
1 10 (13.51%) Data Quality
2 1 (1.35%) QA
Vendors
1 17 (22.97%) Tableau
2 14 (18.92%) Microsoft
3 6 (8.11%) Informatica
3 6 (8.11%) Teradata
4 5 (6.76%) IBM
5 4 (5.41%) JD Edwards
6 3 (4.05%) Cognizant
6 3 (4.05%) Oracle
6 3 (4.05%) Talend
6 3 (4.05%) Vertica
7 2 (2.70%) Cognos
7 2 (2.70%) Google
7 2 (2.70%) Splunk
8 1 (1.35%) SAP
Manchester, Lancashire
Applause IT Innovation
Salary: £28000 - £40000 per annum + benefits
Posted: 4 days ago
Manchester, Lancashire
PwC
Salary: Competitive
Posted: 26 days ago