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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 161 170 140
Rank change year-on-year
+9 -30
Permanent jobs citing Data Mining 34 19 54
As % of all permanent IT jobs located in Manchester 0.92% 0.50% 1.31%
As % of the Database & Business Intelligence category 2.81% 1.53% 3.67%
Number of salaries quoted 25 18 41
Median salary £40,000 £41,500 £33,000
Median salary % change year-on-year
-3.61% +25.75%
90% offered a salary of more than £30,000 £24,000 £25,000
10% offered a salary of more than £56,500 £48,750 £80,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
1212 1240 1471
As % of all permanent IT jobs located in Manchester 32.77% 32.49% 35.71%
Number of salaries quoted 1087 1070 1230
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 £30,000 £25,000
10% offered a salary of more than £57,500 £55,000 £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 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 25 August 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 25 August 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
Stockport -5 3 £30,000 -16.66%
Cheadle - 2 £30,000 -
Bolton -5 1 £32,500 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 25 August 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 24 (47.06%) Data Analysis
2 22 (43.14%) Big Data
3 21 (41.18%) SQL Server
4 20 (39.22%) Analytics
5 19 (37.25%) SQL
6 18 (35.29%) Python
6 18 (35.29%) Business Intelligence
6 18 (35.29%) Machine Learning
7 17 (33.33%) Algorithms
7 17 (33.33%) R
7 17 (33.33%) Microsoft
7 17 (33.33%) PhD
8 16 (31.37%) Statistical Analysis
9 15 (29.41%) SQL Server Integration Services
9 15 (29.41%) Statistics
9 15 (29.41%) SQL Server Reporting Services
9 15 (29.41%) MATLAB
10 14 (27.45%) C++
10 14 (27.45%) Stochastic Modelling
10 14 (27.45%) CUDA
10 14 (27.45%) Service Design
11 11 (21.57%) Data Warehouse
11 11 (21.57%) Finance
12 9 (17.65%) T-SQL
12 9 (17.65%) Relational Database
13 8 (15.69%) Analytical Skills
13 8 (15.69%) SQL Server Analysis Services
13 8 (15.69%) Data Management
14 7 (13.73%) Agile Software Development
14 7 (13.73%) MS PowerPoint

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 3 (5.88%) CICS
1 3 (5.88%) SAS
2 2 (3.92%) CMS
3 1 (1.96%) Elasticsearch
Applications
1 7 (13.73%) MS Excel
1 7 (13.73%) MS PowerPoint
2 5 (9.80%) MS Visio
3 3 (5.88%) SPSS
4 1 (1.96%) MS Office
4 1 (1.96%) S-PLUS
4 1 (1.96%) Spreadsheet
4 1 (1.96%) Stata
Business Applications
1 1 (1.96%) Oracle EBS
1 1 (1.96%) SAP Oil and Gas
Communications & Networking
1 2 (3.92%) DNS
1 2 (3.92%) MPLS
1 2 (3.92%) SMS
1 2 (3.92%) TCP/IP
Database & Business Intelligence
1 22 (43.14%) Big Data
2 21 (41.18%) SQL Server
3 15 (29.41%) SQL Server Integration Services
3 15 (29.41%) SQL Server Reporting Services
4 11 (21.57%) Data Warehouse
5 9 (17.65%) Relational Database
6 8 (15.69%) SQL Server Analysis Services
7 7 (13.73%) SQL Server 2008
8 6 (11.76%) MS Access
8 6 (11.76%) Power BI
9 4 (7.84%) BusinessObjects
9 4 (7.84%) DB2
9 4 (7.84%) Qlik Sense
9 4 (7.84%) QlikView
9 4 (7.84%) SQL Server 2014
10 3 (5.88%) Data Mart
10 3 (5.88%) DataStage
10 3 (5.88%) MySQL
10 3 (5.88%) RDBMS
10 3 (5.88%) SQL Server 2012
Development Applications
1 5 (9.80%) SQL Server Management Studio (SSMS)
2 1 (1.96%) Talend Open Studio
General
1 11 (21.57%) Finance
2 6 (11.76%) Legal
3 4 (7.84%) Banking
3 4 (7.84%) Law
3 4 (7.84%) Local Government
4 3 (5.88%) Marketing
5 2 (3.92%) Advertising
6 1 (1.96%) Electronics
6 1 (1.96%) Manufacturing
6 1 (1.96%) Telecoms
Job Titles
1 14 (27.45%) Machine Learning Engineer
1 14 (27.45%) MATLAB Engineer
2 9 (17.65%) Analyst
3 7 (13.73%) Developer
4 6 (11.76%) Business Intelligence Analyst
4 6 (11.76%) Business Intelligence Developer
5 5 (9.80%) Data Manager
5 5 (9.80%) Head of Data Management
6 4 (7.84%) Business Intelligence Consultant
6 4 (7.84%) Business Objects Consultant
6 4 (7.84%) Consultant
6 4 (7.84%) Data Scientist
6 4 (7.84%) Data Warehouse Consultant
6 4 (7.84%) QlikView Consultant
6 4 (7.84%) SSIS Analyst
7 3 (5.88%) Analyst Developer
7 3 (5.88%) Architect
7 3 (5.88%) Developer Analyst
7 3 (5.88%) Senior Developer
7 3 (5.88%) Test Manager
Libraries, Frameworks & Software Standards
1 4 (7.84%) MDX
2 2 (3.92%) .NET
2 2 (3.92%) Natural Language Processing
2 2 (3.92%) REST
2 2 (3.92%) SOAP
3 1 (1.96%) NumPy
Miscellaneous
1 17 (33.33%) Algorithms
2 15 (29.41%) Statistics
3 14 (27.45%) CUDA
4 8 (15.69%) Analytical Skills
5 4 (7.84%) Management Information System
6 3 (5.88%) Data Structures
6 3 (5.88%) Mainframe
6 3 (5.88%) Mathematics
6 3 (5.88%) VSAM
7 2 (3.92%) Physics
8 1 (1.96%) Data Conversion
8 1 (1.96%) Data Extraction
8 1 (1.96%) Data Integration
8 1 (1.96%) Economics
8 1 (1.96%) Fintech
8 1 (1.96%) Social Media
8 1 (1.96%) Taxonomies
8 1 (1.96%) Visualisation
Operating Systems
1 3 (5.88%) Linux
2 2 (3.92%) Windows
Processes & Methodologies
1 24 (47.06%) Data Analysis
2 20 (39.22%) Analytics
3 18 (35.29%) Business Intelligence
3 18 (35.29%) Machine Learning
4 16 (31.37%) Statistical Analysis
5 14 (27.45%) Service Design
5 14 (27.45%) Stochastic Modelling
6 8 (15.69%) Data Management
7 7 (13.73%) Agile Software Development
8 6 (11.76%) ETL
9 5 (9.80%) Change Management
9 5 (9.80%) Data Acquisition
9 5 (9.80%) Enterprise Data Management
9 5 (9.80%) ITIL
9 5 (9.80%) Master Data Management
9 5 (9.80%) Programme Management
10 4 (7.84%) Data Modelling
10 4 (7.84%) Predictive Modelling
10 4 (7.84%) PRINCE
11 3 (5.88%) Service Management
Programming Languages
1 19 (37.25%) SQL
2 18 (35.29%) Python
3 17 (33.33%) R
4 15 (29.41%) MATLAB
5 14 (27.45%) C++
6 9 (17.65%) T-SQL
7 6 (11.76%) VBA
8 5 (9.80%) Java
9 3 (5.88%) COBOL
9 3 (5.88%) JCL
10 2 (3.92%) C#
11 1 (1.96%) Scala
11 1 (1.96%) VB
Qualifications
1 17 (33.33%) PhD
2 5 (9.80%) Degree
3 2 (3.92%) Microsoft Certification
Quality Assurance & Compliance
1 5 (9.80%) Data Quality
2 1 (1.96%) QA
System Software
1 2 (3.92%) VMware Infrastructure
Vendors
1 17 (33.33%) Microsoft
2 7 (13.73%) Oracle
2 7 (13.73%) SAP
3 5 (9.80%) Informatica
3 5 (9.80%) Tableau
4 3 (5.88%) Cognizant
4 3 (5.88%) IBM
5 2 (3.92%) VMware
6 1 (1.96%) Hyperion
6 1 (1.96%) JD Edwards
6 1 (1.96%) Talend
6 1 (1.96%) Teradata
6 1 (1.96%) Vertica
Manchester, Lancashire
Lorien Resourcing
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Manchester, Lancashire
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