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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 198 211 243
Rank change year-on-year
+13 +32
Permanent jobs citing Data Mining 37 43 13
As % of all permanent IT jobs located in the North West 0.66% 0.68% 0.19%
As % of the Database & Business Intelligence category 2.08% 1.89% 0.52%
Number of salaries quoted 23 28 11
Median salary £40,000 £45,000 £32,500
Median salary % change year-on-year
-11.11% +38.46%
90% offered a salary of more than £29,600 £23,550 £27,500
10% offered a salary of more than £54,500 £110,000 £80,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
1779 2273 2481
As % of all permanent IT jobs located in the North West 31.75% 35.97% 35.64%
Number of salaries quoted 1542 1945 2114
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 £28,525 £27,000
10% offered a salary of more than £55,000 £55,000 £52,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 28 June 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 28 June 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 +10 25 £40,000 -11.11% 3
Merseyside +8 5 - -
Lancashire - 5 - -
Cheshire +17 2 £30,750 -38.50%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 28 June 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 34 (50.00%) Big Data
2 32 (47.06%) SQL
3 25 (36.76%) Business Intelligence
4 22 (32.35%) Analytics
5 20 (29.41%) SQL Server
6 18 (26.47%) Finance
7 17 (25.00%) Data Analysis
7 17 (25.00%) Microsoft
7 17 (25.00%) Machine Learning
8 16 (23.53%) Analytical Skills
9 15 (22.06%) Algorithms
9 15 (22.06%) SQL Server Integration Services
9 15 (22.06%) Python
10 14 (20.59%) PhD
10 14 (20.59%) Data Warehouse
10 14 (20.59%) Data Quality
11 13 (19.12%) R
11 13 (19.12%) Master Data Management
11 13 (19.12%) SQL Server Reporting Services
11 13 (19.12%) ITIL
11 13 (19.12%) Data Management
12 12 (17.65%) Change Management
12 12 (17.65%) Java
12 12 (17.65%) Statistics
12 12 (17.65%) Enterprise Data Management
12 12 (17.65%) Data Acquisition
13 11 (16.18%) MS Excel
14 10 (14.71%) VBA
14 10 (14.71%) Statistical Analysis
15 9 (13.24%) SQL Server Analysis Services

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 (10.29%) SAS
2 2 (2.94%) CMS
3 1 (1.47%) Elasticsearch
Applications
1 11 (16.18%) MS Excel
2 7 (10.29%) MS PowerPoint
3 5 (7.35%) MS Visio
4 2 (2.94%) SPSS
5 1 (1.47%) MS Office
Business Applications
1 2 (2.94%) SAP Oil and Gas
2 1 (1.47%) Oracle EBS
Cloud Services
1 5 (7.35%) Amazon AWS
Communications & Networking
1 4 (5.88%) VPN
2 3 (4.41%) TCP/IP
3 2 (2.94%) DNS
3 2 (2.94%) MPLS
3 2 (2.94%) SMS
4 1 (1.47%) Firewall
4 1 (1.47%) SNMP
Database & Business Intelligence
1 34 (50.00%) Big Data
2 20 (29.41%) SQL Server
3 15 (22.06%) SQL Server Integration Services
4 14 (20.59%) Data Warehouse
5 13 (19.12%) SQL Server Reporting Services
6 9 (13.24%) SQL Server Analysis Services
7 8 (11.76%) Hadoop
7 8 (11.76%) SQL Server 2008
8 7 (10.29%) Relational Database
9 6 (8.82%) MySQL
10 5 (7.35%) MS Access
11 4 (5.88%) BusinessObjects
11 4 (5.88%) QlikView
11 4 (5.88%) SQL Server 2014
12 3 (4.41%) Data Mart
12 3 (4.41%) DB2
12 3 (4.41%) MongoDB
12 3 (4.41%) Oracle BI EE
12 3 (4.41%) Power BI
12 3 (4.41%) SQL Server 2012
Development Applications
1 5 (7.35%) SQL Server Management Studio (SSMS)
2 4 (5.88%) GitLab
3 2 (2.94%) Talend Open Studio
4 1 (1.47%) HP UFT
General
1 18 (26.47%) Finance
2 7 (10.29%) Marketing
3 5 (7.35%) Banking
3 5 (7.35%) Legal
4 3 (4.41%) Advertising
4 3 (4.41%) Law
5 2 (2.94%) Electronics
5 2 (2.94%) Local Government
5 2 (2.94%) Manufacturing
5 2 (2.94%) Telecoms
6 1 (1.47%) Financial Institution
6 1 (1.47%) Games
6 1 (1.47%) Retail
Job Titles
1 20 (29.41%) Analyst
2 12 (17.65%) Head of Data Management
3 11 (16.18%) Developer
4 8 (11.76%) Business Intelligence Analyst
4 8 (11.76%) Machine Learning Engineer
4 8 (11.76%) MATLAB Engineer
5 7 (10.29%) Business Intelligence Developer
6 6 (8.82%) Data Scientist
7 5 (7.35%) Architect
8 4 (5.88%) Cloud Developer
8 4 (5.88%) Data Analyst
8 4 (5.88%) Senior Analyst
8 4 (5.88%) Software Developer
8 4 (5.88%) SSIS Analyst
9 3 (4.41%) Data Architect
9 3 (4.41%) Data Manager
9 3 (4.41%) DBA
9 3 (4.41%) SQL DBA
9 3 (4.41%) SSAS Developer
9 3 (4.41%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 4 (5.88%) .NET
1 4 (5.88%) J2EE
1 4 (5.88%) Web Services
2 3 (4.41%) MDX
2 3 (4.41%) Natural Language Processing
3 2 (2.94%) NumPy
3 2 (2.94%) REST
3 2 (2.94%) SOAP
Miscellaneous
1 16 (23.53%) Analytical Skills
2 15 (22.06%) Algorithms
3 12 (17.65%) Statistics
4 8 (11.76%) CUDA
5 5 (7.35%) Management Information System
5 5 (7.35%) Mathematics
6 4 (5.88%) Mobile App
7 3 (4.41%) Data Structures
7 3 (4.41%) Physics
7 3 (4.41%) Taxonomies
8 2 (2.94%) Credit Risk
8 2 (2.94%) Replication
8 2 (2.94%) Social Media
8 2 (2.94%) Visualisation
9 1 (1.47%) Computer Science
9 1 (1.47%) Data Conversion
9 1 (1.47%) Data Extraction
9 1 (1.47%) Data Integration
9 1 (1.47%) Economics
9 1 (1.47%) Ontologies
Operating Systems
1 7 (10.29%) Linux
2 4 (5.88%) Android
2 4 (5.88%) Apple iOS
2 4 (5.88%) Ubuntu
3 3 (4.41%) Windows
Processes & Methodologies
1 25 (36.76%) Business Intelligence
2 22 (32.35%) Analytics
3 17 (25.00%) Data Analysis
3 17 (25.00%) Machine Learning
4 13 (19.12%) Data Management
4 13 (19.12%) ITIL
4 13 (19.12%) Master Data Management
5 12 (17.65%) Change Management
5 12 (17.65%) Data Acquisition
5 12 (17.65%) Enterprise Data Management
6 10 (14.71%) Statistical Analysis
7 9 (13.24%) Data Modelling
8 8 (11.76%) Service Design
8 8 (11.76%) Stochastic Modelling
9 7 (10.29%) ETL
9 7 (10.29%) Open Source
10 5 (7.35%) Business Analysis
10 5 (7.35%) User Acceptance Testing
11 4 (5.88%) Business Development
11 4 (5.88%) Product Management
Programming Languages
1 32 (47.06%) SQL
2 15 (22.06%) Python
3 13 (19.12%) R
4 12 (17.65%) Java
5 10 (14.71%) VBA
6 8 (11.76%) C++
6 8 (11.76%) MATLAB
7 7 (10.29%) T-SQL
8 4 (5.88%) C#
8 4 (5.88%) PHP
9 2 (2.94%) Scala
9 2 (2.94%) VB
10 1 (1.47%) Bash Shell
10 1 (1.47%) C
10 1 (1.47%) PowerShell
Qualifications
1 14 (20.59%) PhD
2 8 (11.76%) Degree
3 2 (2.94%) Microsoft Certification
4 1 (1.47%) ISEB
4 1 (1.47%) ISTQB
4 1 (1.47%) Postgraduate
Quality Assurance & Compliance
1 14 (20.59%) Data Quality
2 3 (4.41%) QA
3 1 (1.47%) COBIT
System Software
1 3 (4.41%) VMware Infrastructure
2 1 (1.47%) HDFS
2 1 (1.47%) KVM
Systems Management
1 4 (5.88%) Rundeck
Vendors
1 17 (25.00%) Microsoft
2 8 (11.76%) Tableau
3 7 (10.29%) Oracle
4 5 (7.35%) SAP
5 4 (5.88%) Teradata
6 3 (4.41%) VMware
7 2 (2.94%) MicroStrategy
7 2 (2.94%) Talend
7 2 (2.94%) Vertica
8 1 (1.47%) ArcSight
8 1 (1.47%) Cognizant
8 1 (1.47%) F5
8 1 (1.47%) Hortonworks
8 1 (1.47%) Hyperion
8 1 (1.47%) Informatica
8 1 (1.47%) JD Edwards
8 1 (1.47%) Juniper
8 1 (1.47%) LogRhythm
8 1 (1.47%) Splunk
8 1 (1.47%) Symantec
Manchester, Lancashire
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 11 hours ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: Yesterday
North West
Cognizant
Posted: Yesterday
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 23 days ago