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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 167 171 188
Rank change year-on-year
+4 +17
Permanent jobs citing Data Mining 14 15 5
As % of all permanent IT jobs located in Manchester 0.40% 0.42% 0.13%
As % of the Database & Business Intelligence category 1.33% 1.19% 0.33%
Number of salaries quoted 11 13 4
Median salary £48,000 £34,500 £47,500
Median salary % change year-on-year
+39.13% -27.36%
90% offered a salary of more than £35,000 £22,400 £34,750
10% offered a salary of more than £60,000 £40,000 £79,500
UK excluding London median salary £45,000 £44,500 £40,000
% change year-on-year
+1.12% +11.25%
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
1055 1262 1517
As % of all permanent IT jobs located in Manchester 30.29% 35.64% 38.50%
Number of salaries quoted 930 1082 1325
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 £27,075 £27,500
10% offered a salary of more than £55,000 £52,500 £52,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 May 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 5 May 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
Altrincham - 1 £47,500 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 5 May 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 (68.57%) SQL
2 19 (54.29%) Business Intelligence
3 16 (45.71%) Microsoft
3 16 (45.71%) Finance
4 15 (42.86%) Analytical Skills
5 13 (37.14%) Data Warehouse
6 12 (34.29%) SQL Server
6 12 (34.29%) Analytics
7 11 (31.43%) SQL Server Reporting Services
7 11 (31.43%) SQL Server Integration Services
8 10 (28.57%) Data Analysis
9 9 (25.71%) Degree
9 9 (25.71%) Machine Learning
9 9 (25.71%) Algorithms
10 8 (22.86%) Big Data
10 8 (22.86%) MS Excel
11 7 (20.00%) Python
11 7 (20.00%) PhD
11 7 (20.00%) Data Modelling
11 7 (20.00%) SAS
11 7 (20.00%) VBA
11 7 (20.00%) Marketing
12 6 (17.14%) SQL Server Analysis Services
12 6 (17.14%) T-SQL
12 6 (17.14%) OLAP
12 6 (17.14%) BusinessObjects
13 5 (14.29%) SAP
13 5 (14.29%) Statistics
13 5 (14.29%) Mathematics
13 5 (14.29%) Business Analysis

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 7 (20.00%) SAS
Applications
1 8 (22.86%) MS Excel
2 3 (8.57%) MS PowerPoint
3 2 (5.71%) MS Office
3 2 (5.71%) MS Visio
4 1 (2.86%) SPSS
Business Applications
1 2 (5.71%) SAP Oil and Gas
2 1 (2.86%) Oracle EBS
Cloud Services
1 1 (2.86%) Google Analytics
1 1 (2.86%) Google Tag Manager
Communications & Networking
1 1 (2.86%) SMS
Database & Business Intelligence
1 13 (37.14%) Data Warehouse
2 12 (34.29%) SQL Server
3 11 (31.43%) SQL Server Integration Services
3 11 (31.43%) SQL Server Reporting Services
4 8 (22.86%) Big Data
5 6 (17.14%) BusinessObjects
5 6 (17.14%) OLAP
5 6 (17.14%) SQL Server Analysis Services
6 5 (14.29%) Relational Database
7 4 (11.43%) Hadoop
7 4 (11.43%) Oracle BI EE
7 4 (11.43%) Power BI
7 4 (11.43%) SQL Server 2012
8 3 (8.57%) Data Mart
8 3 (8.57%) Qlik Sense
8 3 (8.57%) QlikView
8 3 (8.57%) SQL Server 2008
9 2 (5.71%) Enterprise Data Warehouse
9 2 (5.71%) MS Access
9 2 (5.71%) SQL Server 2014
Development Applications
1 2 (5.71%) SQL Server Management Studio (SSMS)
General
1 16 (45.71%) Finance
2 7 (20.00%) Marketing
3 5 (14.29%) Banking
4 3 (8.57%) Advertising
4 3 (8.57%) Law
4 3 (8.57%) Legal
4 3 (8.57%) Local Government
5 2 (5.71%) Electronics
5 2 (5.71%) Manufacturing
5 2 (5.71%) Telecoms
6 1 (2.86%) Games
6 1 (2.86%) Retail
Job Titles
1 13 (37.14%) Analyst
2 9 (25.71%) Business Intelligence Developer
2 9 (25.71%) Developer
3 8 (22.86%) Data Scientist
4 4 (11.43%) Senior Analyst
5 3 (8.57%) Analyst Developer
5 3 (8.57%) Business Analyst
5 3 (8.57%) Business Intelligence Analyst
5 3 (8.57%) Business Intelligence Consultant
5 3 (8.57%) Commercial Analyst
5 3 (8.57%) Consultant
5 3 (8.57%) Data Analyst
5 3 (8.57%) Developer Analyst
5 3 (8.57%) Machine Learning Scientist
5 3 (8.57%) SQL Analyst
5 3 (8.57%) SSAS Developer
5 3 (8.57%) SSIS Developer
5 3 (8.57%) Technical Analyst
5 3 (8.57%) Technical Business Analyst
6 2 (5.71%) Architect
Libraries, Frameworks & Software Standards
1 3 (8.57%) MDX
2 2 (5.71%) Natural Language Processing
3 1 (2.86%) NumPy
Miscellaneous
1 15 (42.86%) Analytical Skills
2 9 (25.71%) Algorithms
3 5 (14.29%) Mathematics
3 5 (14.29%) Statistics
4 3 (8.57%) Management Information System
4 3 (8.57%) Physics
5 2 (5.71%) Credit Risk
5 2 (5.71%) Data Extraction
5 2 (5.71%) Taxonomies
5 2 (5.71%) Visualisation
6 1 (2.86%) Computer Science
6 1 (2.86%) CUDA
6 1 (2.86%) Data Conversion
6 1 (2.86%) Data Integration
6 1 (2.86%) Data Structures
6 1 (2.86%) Economics
6 1 (2.86%) Social Media
Operating Systems
1 2 (5.71%) Linux
Processes & Methodologies
1 19 (54.29%) Business Intelligence
2 12 (34.29%) Analytics
3 10 (28.57%) Data Analysis
4 9 (25.71%) Machine Learning
5 7 (20.00%) Data Modelling
6 5 (14.29%) Business Analysis
7 4 (11.43%) Agile Software Development
7 4 (11.43%) Predictive Modelling
8 3 (8.57%) Bioinformatics
8 3 (8.57%) Business Development
8 3 (8.57%) ETL
8 3 (8.57%) PRINCE
8 3 (8.57%) Product Management
8 3 (8.57%) Programme Management
8 3 (8.57%) Stakeholder Management
8 3 (8.57%) Statistical Analysis
9 2 (5.71%) Customer Engagement
9 2 (5.71%) Data Analytics
9 2 (5.71%) Data Governance
9 2 (5.71%) Statistical Modelling
Programming Languages
1 24 (68.57%) SQL
2 7 (20.00%) Python
2 7 (20.00%) VBA
3 6 (17.14%) T-SQL
4 3 (8.57%) Java
4 3 (8.57%) R
5 2 (5.71%) C#
6 1 (2.86%) C
6 1 (2.86%) C++
6 1 (2.86%) MATLAB
6 1 (2.86%) Scala
Qualifications
1 9 (25.71%) Degree
2 7 (20.00%) PhD
3 1 (2.86%) Postgraduate
Quality Assurance & Compliance
1 3 (8.57%) Data Quality
2 2 (5.71%) QA
Vendors
1 16 (45.71%) Microsoft
2 5 (14.29%) SAP
3 4 (11.43%) Oracle
3 4 (11.43%) Tableau
4 2 (5.71%) Alteryx
4 2 (5.71%) Teradata
5 1 (2.86%) Google
5 1 (2.86%) Informatica
5 1 (2.86%) Tealeaf
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
NCC Group
Salary: Competitive + Excellent benefits
Posted: 20 days ago
Stockport
Computer Futures
Salary: £16000 - £24000 per annum + competitive
Posted: 23 days ago
Manchester
Churchill Frank International
Salary: £30000 - £45000 per annum + rewards,gym,pension
Posted: 23 days ago
Manchester
Churchill Frank International
Salary: £30000 - £40000 per annum + 10%bonus, pension, discounts
Posted: 24 days ago