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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Mining
North West / Manchester
Rank 177 157 186
Rank change year-on-year
-20 +29
Permanent jobs citing Data Mining 22 15 14
As % of all permanent IT jobs located in Manchester 0.60% 0.47% 0.36%
As % of the Database & Business Intelligence category 1.69% 1.53% 1.06%
Number of salaries quoted 18 10 14
Median salary £30,000 £42,500 £40,000
Median salary % change year-on-year
-29.41% +6.25%
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 Manchester region.

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1298 983 1324
As % of all permanent IT jobs located in Manchester 35.40% 30.83% 33.84%
Number of salaries quoted 1154 868 1161
Median salary £40,000 £42,500 £38,500
Median salary % change year-on-year
-5.88% +10.38%
90% offered a salary of more than £28,000 £30,000 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
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 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 19 January 2017.

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 19 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
Salford - 2 - -
Stockport - 2 £29,500 -
Bolton - 1 £45,000 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 19 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 Manchester region with a requirement for Data Mining.

1 27 (48.21%) Python
1 27 (48.21%) Machine Learning
2 26 (46.43%) Analytics
2 26 (46.43%) R
3 24 (42.86%) Statistics
3 24 (42.86%) SQL Server
4 21 (37.50%) SQL
5 18 (32.14%) SAS
6 17 (30.36%) Data Warehouse
6 17 (30.36%) Data Analysis
6 17 (30.36%) Big Data
7 16 (28.57%) Stata
7 16 (28.57%) Agile Software Development
7 16 (28.57%) ETL
8 15 (26.79%) Business Intelligence
8 15 (26.79%) Mathematics
9 14 (25.00%) Stochastic Modelling
9 14 (25.00%) Data Analytics
10 13 (23.21%) Statistical Modelling
10 13 (23.21%) Cluster Analysis
11 12 (21.43%) Computer Science
11 12 (21.43%) SQL Server Integration Services
11 12 (21.43%) SQL Server Reporting Services
11 12 (21.43%) Microsoft
11 12 (21.43%) Finance
11 12 (21.43%) Relational Database
12 11 (19.64%) T-SQL
12 11 (19.64%) MySQL
12 11 (19.64%) MS Excel
13 10 (17.86%) E-Commerce

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 18 (32.14%) SAS
2 5 (8.93%) CICS
3 4 (7.14%) Apache Spark
3 4 (7.14%) IIS
3 4 (7.14%) SharePoint
4 2 (3.57%) Apache Pig
Applications
1 16 (28.57%) Stata
2 11 (19.64%) MS Excel
3 6 (10.71%) SPSS
4 3 (5.36%) S-PLUS
5 1 (1.79%) Spreadsheet
Business Applications
1 2 (3.57%) Cognos Business Intelligence
Cloud Services
1 1 (1.79%) Google Analytics
Database & Business Intelligence
1 24 (42.86%) SQL Server
2 17 (30.36%) Big Data
2 17 (30.36%) Data Warehouse
3 12 (21.43%) Relational Database
3 12 (21.43%) SQL Server Integration Services
3 12 (21.43%) SQL Server Reporting Services
4 11 (19.64%) MySQL
5 10 (17.86%) Power BI
6 9 (16.07%) Hadoop
7 8 (14.29%) MS Access
7 8 (14.29%) SQL Server 2014
7 8 (14.29%) SQL Server Analysis Services
8 7 (12.50%) PowerPivot
8 7 (12.50%) SQL Server 2012
9 5 (8.93%) DataStage
9 5 (8.93%) DB2
10 3 (5.36%) BusinessObjects
10 3 (5.36%) MongoDB
10 3 (5.36%) NoSQL
10 3 (5.36%) RDBMS
Development Applications
1 3 (5.36%) Talend Open Studio
General
1 12 (21.43%) Finance
2 7 (12.50%) Legal
3 5 (8.93%) Banking
3 5 (8.93%) Law
4 2 (3.57%) Local Government
5 1 (1.79%) Automotive
5 1 (1.79%) Games
5 1 (1.79%) Retail
Job Titles
1 26 (46.43%) Data Scientist
2 7 (12.50%) Developer
3 6 (10.71%) Business Intelligence Developer
3 6 (10.71%) Senior Business Intelligence Developer
3 6 (10.71%) Senior Developer
4 5 (8.93%) Analyst
4 5 (8.93%) Data Manager
4 5 (8.93%) Test Manager
5 4 (7.14%) Architect
5 4 (7.14%) Business Architect
5 4 (7.14%) Machine Learning Engineer
5 4 (7.14%) MATLAB Engineer
5 4 (7.14%) Systems Architect
6 3 (5.36%) Consultant
6 3 (5.36%) Data Engineer
6 3 (5.36%) Data Warehouse Consultant
6 3 (5.36%) Junior
6 3 (5.36%) Junior Data Scientist
7 2 (3.57%) Business Intelligence Consultant
7 2 (3.57%) Information Architect
Libraries, Frameworks & Software Standards
1 7 (12.50%) MDX
2 4 (7.14%) Natural Language Processing
3 1 (1.79%) Web Services
Miscellaneous
1 24 (42.86%) Statistics
2 15 (26.79%) Mathematics
3 12 (21.43%) Computer Science
4 10 (17.86%) Neural Network
5 9 (16.07%) Algorithms
6 7 (12.50%) Analytical Skills
6 7 (12.50%) Physics
7 6 (10.71%) Visualisation
8 5 (8.93%) Mainframe
8 5 (8.93%) VSAM
9 4 (7.14%) CUDA
10 3 (5.36%) Social Media
11 2 (3.57%) Artificial Intelligence
12 1 (1.79%) Data Extraction
12 1 (1.79%) Economics
12 1 (1.79%) Management Information System
12 1 (1.79%) Smartphone
Operating Systems
1 5 (8.93%) Linux
2 2 (3.57%) Unix
Processes & Methodologies
1 27 (48.21%) Machine Learning
2 26 (46.43%) Analytics
3 17 (30.36%) Data Analysis
4 16 (28.57%) Agile Software Development
4 16 (28.57%) ETL
5 15 (26.79%) Business Intelligence
6 14 (25.00%) Data Analytics
6 14 (25.00%) Stochastic Modelling
7 13 (23.21%) Cluster Analysis
7 13 (23.21%) Statistical Modelling
8 10 (17.86%) Bayesian Methods
8 10 (17.86%) E-Commerce
8 10 (17.86%) Neuroscience
9 8 (14.29%) Predictive Modelling
10 6 (10.71%) Data Management
10 6 (10.71%) Workflow
11 5 (8.93%) Programme Management
11 5 (8.93%) Service Management
11 5 (8.93%) Validation
12 4 (7.14%) TOGAF
Programming Languages
1 27 (48.21%) Python
2 26 (46.43%) R
3 21 (37.50%) SQL
4 11 (19.64%) T-SQL
5 7 (12.50%) MATLAB
6 6 (10.71%) C++
7 5 (8.93%) COBOL
7 5 (8.93%) JCL
8 3 (5.36%) C#
8 3 (5.36%) Java
9 2 (3.57%) VBA
10 1 (1.79%) VB
Qualifications
1 10 (17.86%) PhD
2 7 (12.50%) Degree
Quality Assurance & Compliance
1 3 (5.36%) Data Quality
2 1 (1.79%) QA
Vendors
1 12 (21.43%) Microsoft
2 8 (14.29%) Informatica
3 7 (12.50%) IBM
3 7 (12.50%) Tableau
4 6 (10.71%) Oracle
5 5 (8.93%) Cognizant
6 4 (7.14%) JD Edwards
7 3 (5.36%) SAP
7 3 (5.36%) Talend
7 3 (5.36%) Vertica
8 2 (3.57%) Cognos
8 2 (3.57%) Splunk
9 1 (1.79%) Google