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 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 214 219 241
Rank change year-on-year
+5 +22
Permanent jobs citing Data Mining 21 29 14
As % of all permanent IT jobs located in the North West 0.37% 0.45% 0.20%
As % of the Database & Business Intelligence category 1.20% 1.28% 0.52%
Number of salaries quoted 17 21 7
Median salary £47,500 £34,500 £40,000
Median salary % change year-on-year
+37.68% -13.75%
90% offered a salary of more than £29,800 £22,000 £30,500
10% offered a salary of more than £57,000 £80,000 £69,000
UK excluding London median salary £45,000 £44,500 £40,000
% change year-on-year
+1.12% +11.25%
Data Mining
England

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
1755 2269 2712
As % of all permanent IT jobs located in the North West 31.01% 35.45% 38.65%
Number of salaries quoted 1520 1915 2352
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £29,000 £27,500 £27,500
10% offered a salary of more than £54,000 £52,500 £50,000
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 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 5 May 2016.

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 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
Manchester +4 14 £48,000 +39.13% 6
Cheshire +15 6 £35,000 -37.77% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

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 North West region with a requirement for Data Mining.

1 35 (68.63%) SQL
2 29 (56.86%) Business Intelligence
3 20 (39.22%) SQL Server
3 20 (39.22%) Analytical Skills
4 18 (35.29%) Analytics
4 18 (35.29%) Big Data
4 18 (35.29%) Data Warehouse
4 18 (35.29%) SQL Server Integration Services
5 17 (33.33%) Finance
5 17 (33.33%) Microsoft
6 14 (27.45%) SQL Server Reporting Services
6 14 (27.45%) Machine Learning
7 13 (25.49%) MS Excel
8 12 (23.53%) Java
8 12 (23.53%) ETL
8 12 (23.53%) SQL Server Analysis Services
9 11 (21.57%) Tableau
9 11 (21.57%) Data Analysis
10 10 (19.61%) Hadoop
11 9 (17.65%) Algorithms
11 9 (17.65%) Degree
11 9 (17.65%) MySQL
12 8 (15.69%) T-SQL
12 8 (15.69%) Data Modelling
12 8 (15.69%) Marketing
12 8 (15.69%) QlikView
13 7 (13.73%) PhD
13 7 (13.73%) Linux
13 7 (13.73%) OLAP
13 7 (13.73%) Python

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 7 (13.73%) SAS
2 1 (1.96%) SharePoint
Applications
1 13 (25.49%) MS Excel
2 3 (5.88%) MS PowerPoint
3 2 (3.92%) MS Office
3 2 (3.92%) MS Visio
4 1 (1.96%) SPSS
Business Applications
1 2 (3.92%) SAP Oil and Gas
2 1 (1.96%) Oracle EBS
Cloud Services
1 4 (7.84%) Amazon AWS
2 1 (1.96%) Google Analytics
2 1 (1.96%) Google Tag Manager
2 1 (1.96%) Office 365
Communications & Networking
1 4 (7.84%) VPN
2 1 (1.96%) Firewall
2 1 (1.96%) SMS
2 1 (1.96%) SNMP
2 1 (1.96%) TCP/IP
Database & Business Intelligence
1 20 (39.22%) SQL Server
2 18 (35.29%) Big Data
2 18 (35.29%) Data Warehouse
2 18 (35.29%) SQL Server Integration Services
3 14 (27.45%) SQL Server Reporting Services
4 12 (23.53%) SQL Server Analysis Services
5 10 (19.61%) Hadoop
6 9 (17.65%) MySQL
7 8 (15.69%) QlikView
8 7 (13.73%) OLAP
9 6 (11.76%) BusinessObjects
10 5 (9.80%) Relational Database
10 5 (9.80%) SQL Server 2008
10 5 (9.80%) SQL Server 2012
11 4 (7.84%) Oracle BI EE
11 4 (7.84%) Power BI
11 4 (7.84%) SQL Server 2014
12 3 (5.88%) Data Mart
12 3 (5.88%) Enterprise Data Warehouse
12 3 (5.88%) Qlik Sense
Development Applications
1 4 (7.84%) GitLab
2 2 (3.92%) SQL Server Management Studio (SSMS)
2 2 (3.92%) Talend Open Studio
General
1 17 (33.33%) Finance
2 8 (15.69%) Marketing
3 6 (11.76%) Banking
4 4 (7.84%) Legal
5 3 (5.88%) Advertising
5 3 (5.88%) Law
5 3 (5.88%) Local Government
6 2 (3.92%) Electronics
6 2 (3.92%) Manufacturing
6 2 (3.92%) Telecoms
7 1 (1.96%) Financial Institution
7 1 (1.96%) Games
7 1 (1.96%) Retail
Job Titles
1 21 (41.18%) Analyst
2 14 (27.45%) Developer
3 10 (19.61%) Business Intelligence Developer
4 8 (15.69%) Data Analyst
4 8 (15.69%) Data Scientist
5 5 (9.80%) Business Intelligence Analyst
6 4 (7.84%) Cloud Developer
6 4 (7.84%) Senior Analyst
6 4 (7.84%) Software Developer
7 3 (5.88%) Analyst Developer
7 3 (5.88%) Architect
7 3 (5.88%) Business Analyst
7 3 (5.88%) Business Intelligence Consultant
7 3 (5.88%) Business Intelligence Manager
7 3 (5.88%) Consultant
7 3 (5.88%) Data Architect
7 3 (5.88%) Developer Analyst
7 3 (5.88%) SQL Developer
7 3 (5.88%) Technical Analyst
7 3 (5.88%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 5 (9.80%) .NET
2 4 (7.84%) J2EE
2 4 (7.84%) Web Services
3 3 (5.88%) MDX
4 2 (3.92%) Natural Language Processing
5 1 (1.96%) NumPy
Miscellaneous
1 20 (39.22%) Analytical Skills
2 9 (17.65%) Algorithms
3 5 (9.80%) Mathematics
3 5 (9.80%) Replication
3 5 (9.80%) Statistics
4 4 (7.84%) Management Information System
4 4 (7.84%) Mobile App
5 3 (5.88%) Data Extraction
5 3 (5.88%) Physics
5 3 (5.88%) Taxonomies
6 2 (3.92%) Credit Risk
6 2 (3.92%) Visualisation
7 1 (1.96%) Computer Science
7 1 (1.96%) CUDA
7 1 (1.96%) Data Conversion
7 1 (1.96%) Data Integration
7 1 (1.96%) Data Structures
7 1 (1.96%) Distributed Denial-of-Service
7 1 (1.96%) Economics
7 1 (1.96%) Social Media
Operating Systems
1 7 (13.73%) Linux
2 4 (7.84%) Android
2 4 (7.84%) Apple iOS
2 4 (7.84%) Ubuntu
3 1 (1.96%) Windows
Processes & Methodologies
1 29 (56.86%) Business Intelligence
2 18 (35.29%) Analytics
3 14 (27.45%) Machine Learning
4 12 (23.53%) ETL
5 11 (21.57%) Data Analysis
6 8 (15.69%) Data Modelling
7 6 (11.76%) Business Analysis
7 6 (11.76%) Open Source
7 6 (11.76%) Performance Tuning
8 5 (9.80%) ETL Development
8 5 (9.80%) Predictive Modelling
9 4 (7.84%) Agile Software Development
9 4 (7.84%) Auto-Scaling
9 4 (7.84%) Business Development
9 4 (7.84%) User Acceptance Testing
10 3 (5.88%) Data Engineering
10 3 (5.88%) DevOps
10 3 (5.88%) Logical Data Model
10 3 (5.88%) Physical Data Model
10 3 (5.88%) Translating Business Requirements
Programming Languages
1 35 (68.63%) SQL
2 12 (23.53%) Java
3 8 (15.69%) T-SQL
4 7 (13.73%) Python
4 7 (13.73%) VBA
5 5 (9.80%) R
6 4 (7.84%) PHP
7 2 (3.92%) C#
8 1 (1.96%) Bash Shell
8 1 (1.96%) C
8 1 (1.96%) C++
8 1 (1.96%) MATLAB
8 1 (1.96%) PowerShell
8 1 (1.96%) Scala
Qualifications
1 9 (17.65%) Degree
2 7 (13.73%) PhD
3 1 (1.96%) Postgraduate
Quality Assurance & Compliance
1 5 (9.80%) Data Quality
2 3 (5.88%) QA
3 1 (1.96%) COBIT
System Software
1 1 (1.96%) KVM
1 1 (1.96%) VMware Infrastructure
Systems Management
1 4 (7.84%) Rundeck
Vendors
1 17 (33.33%) Microsoft
2 11 (21.57%) Tableau
3 6 (11.76%) Oracle
4 5 (9.80%) MicroStrategy
4 5 (9.80%) SAP
5 3 (5.88%) Teradata
6 2 (3.92%) Alteryx
6 2 (3.92%) Talend
6 2 (3.92%) Vertica
7 1 (1.96%) ArcSight
7 1 (1.96%) F5
7 1 (1.96%) FireEye
7 1 (1.96%) Google
7 1 (1.96%) LogRhythm
7 1 (1.96%) Radware
7 1 (1.96%) Sophos
7 1 (1.96%) Splunk
7 1 (1.96%) Symantec
7 1 (1.96%) Tealeaf
7 1 (1.96%) VMware
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: 21 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