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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 155 179 130
Rank change year-on-year
+24 -49
Permanent jobs citing Data Mining 38 14 65
As % of all permanent IT jobs located in Manchester 1.00% 0.36% 1.59%
As % of the Database & Business Intelligence category 2.91% 1.13% 4.20%
Number of salaries quoted 25 14 53
Median salary £40,000 £43,750 £37,500
Median salary % change year-on-year
-8.57% +16.66%
90% offered a salary of more than £30,000 £27,300 £25,500
10% offered a salary of more than £62,500 £44,850 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
1308 1237 1548
As % of all permanent IT jobs located in Manchester 34.56% 31.86% 37.85%
Number of salaries quoted 1162 1050 1320
Median salary £45,000 £42,500 £37,500
Median salary % change year-on-year
+5.88% +13.33%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £52,500 £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 30 September 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 30 September 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 - 3 £30,000 -
Cheadle - 2 £30,000 -
Bolton - 1 £32,500 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 30 September 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 31 (49.21%) Big Data
2 27 (42.86%) Data Analysis
3 26 (41.27%) Analytics
4 25 (39.68%) SQL Server
5 24 (38.10%) Machine Learning
6 23 (36.51%) SQL
7 22 (34.92%) Python
8 21 (33.33%) Business Intelligence
9 20 (31.75%) Statistics
9 20 (31.75%) R
10 18 (28.57%) Algorithms
10 18 (28.57%) Microsoft
11 17 (26.98%) PhD
12 16 (25.40%) SQL Server Reporting Services
12 16 (25.40%) Statistical Analysis
12 16 (25.40%) SQL Server Integration Services
13 15 (23.81%) Finance
13 15 (23.81%) MATLAB
14 14 (22.22%) C++
14 14 (22.22%) Stochastic Modelling
14 14 (22.22%) CUDA
14 14 (22.22%) Service Design
15 13 (20.63%) Data Warehouse
15 13 (20.63%) Agile Software Development
16 12 (19.05%) MS Excel
16 12 (19.05%) T-SQL
17 11 (17.46%) Data Management
17 11 (17.46%) Power BI
17 11 (17.46%) Relational Database
18 10 (15.87%) MS Access

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 6 (9.52%) CICS
1 6 (9.52%) SAS
2 2 (3.17%) CMS
3 1 (1.59%) Apache Spark
3 1 (1.59%) Elasticsearch
Applications
1 12 (19.05%) MS Excel
2 6 (9.52%) MS PowerPoint
2 6 (9.52%) SPSS
3 4 (6.35%) MS Visio
3 4 (6.35%) Stata
4 1 (1.59%) MS Office
4 1 (1.59%) S-PLUS
4 1 (1.59%) Spreadsheet
Business Applications
1 1 (1.59%) Oracle EBS
1 1 (1.59%) SAP Oil and Gas
Cloud Services
1 1 (1.59%) Google Analytics
Communications & Networking
1 2 (3.17%) DNS
1 2 (3.17%) MPLS
1 2 (3.17%) SMS
1 2 (3.17%) TCP/IP
Database & Business Intelligence
1 31 (49.21%) Big Data
2 25 (39.68%) SQL Server
3 16 (25.40%) SQL Server Integration Services
3 16 (25.40%) SQL Server Reporting Services
4 13 (20.63%) Data Warehouse
5 11 (17.46%) Power BI
5 11 (17.46%) Relational Database
6 10 (15.87%) MS Access
7 8 (12.70%) MySQL
7 8 (12.70%) SQL Server Analysis Services
8 7 (11.11%) SQL Server 2014
9 6 (9.52%) DataStage
9 6 (9.52%) DB2
9 6 (9.52%) Hadoop
9 6 (9.52%) PowerPivot
9 6 (9.52%) SQL Server 2012
10 5 (7.94%) BusinessObjects
10 5 (7.94%) Qlik Sense
10 5 (7.94%) QlikView
10 5 (7.94%) SQL Server 2008
Development Applications
1 4 (6.35%) SQL Server Management Studio (SSMS)
2 2 (3.17%) Talend Open Studio
General
1 15 (23.81%) Finance
2 8 (12.70%) Legal
3 6 (9.52%) Banking
4 5 (7.94%) Law
5 4 (6.35%) Local Government
6 3 (4.76%) Marketing
7 2 (3.17%) Advertising
8 1 (1.59%) Electronics
8 1 (1.59%) Games
8 1 (1.59%) Manufacturing
8 1 (1.59%) Telecoms
Job Titles
1 14 (22.22%) Machine Learning Engineer
1 14 (22.22%) MATLAB Engineer
2 9 (14.29%) Data Scientist
3 8 (12.70%) Analyst
4 7 (11.11%) Data Manager
4 7 (11.11%) Developer
5 6 (9.52%) Business Intelligence Developer
5 6 (9.52%) Test Manager
6 5 (7.94%) Consultant
6 5 (7.94%) Data Warehouse Consultant
6 5 (7.94%) Head of Data Management
6 5 (7.94%) Senior Business Intelligence Developer
6 5 (7.94%) Senior Developer
7 4 (6.35%) Business Intelligence Consultant
7 4 (6.35%) Business Objects Consultant
7 4 (6.35%) Junior
7 4 (6.35%) QlikView Consultant
8 3 (4.76%) Business Intelligence Analyst
8 3 (4.76%) Junior Data Scientist
8 3 (4.76%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 6 (9.52%) MDX
2 2 (3.17%) .NET
2 2 (3.17%) Natural Language Processing
2 2 (3.17%) REST
2 2 (3.17%) SOAP
3 1 (1.59%) NumPy
Miscellaneous
1 20 (31.75%) Statistics
2 18 (28.57%) Algorithms
3 14 (22.22%) CUDA
4 8 (12.70%) Analytical Skills
5 6 (9.52%) Mainframe
5 6 (9.52%) VSAM
6 4 (6.35%) Management Information System
6 4 (6.35%) Mathematics
6 4 (6.35%) Social Media
6 4 (6.35%) Visualisation
7 3 (4.76%) Data Structures
7 3 (4.76%) Physics
8 1 (1.59%) Data Conversion
8 1 (1.59%) Data Extraction
8 1 (1.59%) Data Integration
8 1 (1.59%) Economics
8 1 (1.59%) Fintech
8 1 (1.59%) Smartphone
Operating Systems
1 4 (6.35%) Linux
2 2 (3.17%) Windows
Processes & Methodologies
1 27 (42.86%) Data Analysis
2 26 (41.27%) Analytics
3 24 (38.10%) Machine Learning
4 21 (33.33%) Business Intelligence
5 16 (25.40%) Statistical Analysis
6 14 (22.22%) Service Design
6 14 (22.22%) Stochastic Modelling
7 13 (20.63%) Agile Software Development
8 11 (17.46%) Data Management
9 10 (15.87%) ETL
10 8 (12.70%) E-Commerce
10 8 (12.70%) Predictive Modelling
10 8 (12.70%) Programme Management
11 6 (9.52%) Service Management
11 6 (9.52%) Workflow
12 5 (7.94%) Change Management
12 5 (7.94%) Enterprise Data Management
12 5 (7.94%) ITIL
12 5 (7.94%) Master Data Management
12 5 (7.94%) PRINCE
Programming Languages
1 23 (36.51%) SQL
2 22 (34.92%) Python
3 20 (31.75%) R
4 15 (23.81%) MATLAB
5 14 (22.22%) C++
6 12 (19.05%) T-SQL
7 6 (9.52%) COBOL
7 6 (9.52%) JCL
8 5 (7.94%) Java
8 5 (7.94%) VBA
9 2 (3.17%) C#
10 1 (1.59%) Scala
10 1 (1.59%) VB
Qualifications
1 17 (26.98%) PhD
2 6 (9.52%) Degree
3 2 (3.17%) Microsoft Certification
Quality Assurance & Compliance
1 8 (12.70%) Data Quality
2 1 (1.59%) QA
System Software
1 2 (3.17%) VMware Infrastructure
Vendors
1 18 (28.57%) Microsoft
2 10 (15.87%) Oracle
3 9 (14.29%) Informatica
4 8 (12.70%) SAP
5 6 (9.52%) Cognizant
5 6 (9.52%) IBM
5 6 (9.52%) Tableau
6 2 (3.17%) Talend
6 2 (3.17%) Vertica
6 2 (3.17%) VMware
7 1 (1.59%) Google
7 1 (1.59%) Hyperion
7 1 (1.59%) JD Edwards
Altrincham, Cheshire
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: Yesterday
Manchester, Lancashire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits package
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 2 days ago
Manchester, Lancashire
Senitor Associates
Salary: £20000 - £25000 per annum + company benefits
Posted: 6 days ago
Manchester
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Salary: £50000 - £65000 per annum + Bonus + Benefits
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Venturi
Salary: £50000 per annum + plus bonus and benefits
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Manchester
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