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

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 210 220 257
Rank change year-on-year
+10 +37
Permanent jobs citing Data Mining 22 29 12
As % of all permanent IT jobs located in the North West 0.40% 0.46% 0.17%
As % of the Database & Business Intelligence category 1.29% 1.29% 0.46%
Number of salaries quoted 20 23 8
Median salary £40,000 £35,000 £38,750
Median salary % change year-on-year
+14.28% -9.67%
90% offered a salary of more than £31,450 £22,800 £30,000
10% offered a salary of more than £55,500 £110,000 £65,500
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
1709 2248 2589
As % of all permanent IT jobs located in the North West 31.38% 35.82% 37.20%
Number of salaries quoted 1486 1898 2236
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £29,450 £28,500 £27,500
10% offered a salary of more than £54,000 £52,500 £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 29 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 29 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 +2 16 £40,000 +15.94% 6
Cheshire +23 4 £33,500 -40.44% 1
Merseyside +10 1 - -
Lancashire - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 29 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 30 (61.22%) SQL
2 23 (46.94%) Business Intelligence
3 19 (38.78%) Big Data
4 18 (36.73%) Analytics
5 17 (34.69%) Finance
6 16 (32.65%) SQL Server
6 16 (32.65%) Data Warehouse
6 16 (32.65%) Analytical Skills
7 15 (30.61%) Data Analysis
8 14 (28.57%) Machine Learning
9 13 (26.53%) SQL Server Integration Services
9 13 (26.53%) Microsoft
10 12 (24.49%) PhD
10 12 (24.49%) Python
10 12 (24.49%) Algorithms
11 11 (22.45%) R
11 11 (22.45%) SQL Server Reporting Services
12 10 (20.41%) Statistics
13 9 (18.37%) Data Modelling
13 9 (18.37%) Java
13 9 (18.37%) SQL Server Analysis Services
14 8 (16.33%) Hadoop
14 8 (16.33%) Tableau
14 8 (16.33%) MS Excel
14 8 (16.33%) ETL
14 8 (16.33%) Degree
14 8 (16.33%) Statistical Analysis
15 7 (14.29%) Marketing
15 7 (14.29%) SAS
15 7 (14.29%) T-SQL

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 (14.29%) SAS
Applications
1 8 (16.33%) MS Excel
2 4 (8.16%) MS PowerPoint
3 2 (4.08%) MS Visio
4 1 (2.04%) MS Office
4 1 (2.04%) SPSS
Business Applications
1 2 (4.08%) SAP Oil and Gas
2 1 (2.04%) Oracle EBS
Cloud Services
1 5 (10.20%) Amazon AWS
Communications & Networking
1 4 (8.16%) VPN
2 1 (2.04%) Firewall
2 1 (2.04%) SMS
2 1 (2.04%) SNMP
2 1 (2.04%) TCP/IP
Database & Business Intelligence
1 19 (38.78%) Big Data
2 16 (32.65%) Data Warehouse
2 16 (32.65%) SQL Server
3 13 (26.53%) SQL Server Integration Services
4 11 (22.45%) SQL Server Reporting Services
5 9 (18.37%) SQL Server Analysis Services
6 8 (16.33%) Hadoop
7 6 (12.24%) MySQL
8 5 (10.20%) BusinessObjects
8 5 (10.20%) Relational Database
8 5 (10.20%) SQL Server 2008
9 4 (8.16%) OLAP
9 4 (8.16%) Oracle BI EE
9 4 (8.16%) QlikView
9 4 (8.16%) SQL Server 2012
9 4 (8.16%) SQL Server 2014
10 3 (6.12%) Data Mart
10 3 (6.12%) DB2
10 3 (6.12%) Power BI
11 2 (4.08%) Qlik Sense
Development Applications
1 4 (8.16%) GitLab
2 2 (4.08%) SQL Server Management Studio (SSMS)
2 2 (4.08%) Talend Open Studio
3 1 (2.04%) HP UFT
General
1 17 (34.69%) Finance
2 7 (14.29%) Marketing
3 6 (12.24%) Banking
4 3 (6.12%) Advertising
4 3 (6.12%) Law
4 3 (6.12%) Legal
5 2 (4.08%) Electronics
5 2 (4.08%) Local Government
5 2 (4.08%) Manufacturing
5 2 (4.08%) Telecoms
6 1 (2.04%) Financial Institution
6 1 (2.04%) Games
6 1 (2.04%) Retail
Job Titles
1 18 (36.73%) Analyst
2 12 (24.49%) Developer
3 8 (16.33%) Business Intelligence Developer
4 6 (12.24%) Data Scientist
4 6 (12.24%) Machine Learning Engineer
4 6 (12.24%) MATLAB Engineer
5 5 (10.20%) Business Intelligence Analyst
6 4 (8.16%) Cloud Developer
6 4 (8.16%) Data Analyst
6 4 (8.16%) Senior Analyst
6 4 (8.16%) Software Developer
7 3 (6.12%) Analyst Developer
7 3 (6.12%) Architect
7 3 (6.12%) Business Analyst
7 3 (6.12%) Data Architect
7 3 (6.12%) Data Manager
7 3 (6.12%) Developer Analyst
7 3 (6.12%) SSAS Developer
7 3 (6.12%) Technical Analyst
7 3 (6.12%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (8.16%) J2EE
1 4 (8.16%) Web Services
2 3 (6.12%) MDX
3 2 (4.08%) .NET
3 2 (4.08%) Natural Language Processing
4 1 (2.04%) NumPy
Miscellaneous
1 16 (32.65%) Analytical Skills
2 12 (24.49%) Algorithms
3 10 (20.41%) Statistics
4 6 (12.24%) CUDA
5 5 (10.20%) Mathematics
6 4 (8.16%) Management Information System
6 4 (8.16%) Mobile App
7 3 (6.12%) Physics
7 3 (6.12%) Taxonomies
8 2 (4.08%) Credit Risk
8 2 (4.08%) Data Extraction
8 2 (4.08%) Replication
8 2 (4.08%) Visualisation
9 1 (2.04%) Computer Science
9 1 (2.04%) Data Conversion
9 1 (2.04%) Data Integration
9 1 (2.04%) Data Structures
9 1 (2.04%) Economics
9 1 (2.04%) Ontologies
9 1 (2.04%) Social Media
Operating Systems
1 5 (10.20%) Linux
2 4 (8.16%) Android
2 4 (8.16%) Apple iOS
2 4 (8.16%) Ubuntu
3 1 (2.04%) Windows
Processes & Methodologies
1 23 (46.94%) Business Intelligence
2 18 (36.73%) Analytics
3 15 (30.61%) Data Analysis
4 14 (28.57%) Machine Learning
5 9 (18.37%) Data Modelling
6 8 (16.33%) ETL
6 8 (16.33%) Statistical Analysis
7 7 (14.29%) Open Source
8 6 (12.24%) Business Analysis
8 6 (12.24%) Service Design
8 6 (12.24%) Stochastic Modelling
9 5 (10.20%) User Acceptance Testing
10 4 (8.16%) Agile Software Development
10 4 (8.16%) Auto-Scaling
10 4 (8.16%) Business Development
10 4 (8.16%) Performance Tuning
11 3 (6.12%) Bioinformatics
11 3 (6.12%) Programme Management
11 3 (6.12%) SOA
11 3 (6.12%) Stakeholder Management
Programming Languages
1 30 (61.22%) SQL
2 12 (24.49%) Python
3 11 (22.45%) R
4 9 (18.37%) Java
5 7 (14.29%) T-SQL
5 7 (14.29%) VBA
6 6 (12.24%) C++
6 6 (12.24%) MATLAB
7 4 (8.16%) PHP
8 2 (4.08%) C#
8 2 (4.08%) VB
9 1 (2.04%) Bash Shell
9 1 (2.04%) C
9 1 (2.04%) PowerShell
9 1 (2.04%) Scala
Qualifications
1 12 (24.49%) PhD
2 8 (16.33%) Degree
3 1 (2.04%) ISEB
3 1 (2.04%) ISTQB
3 1 (2.04%) Postgraduate
Quality Assurance & Compliance
1 3 (6.12%) Data Quality
1 3 (6.12%) QA
2 1 (2.04%) COBIT
System Software
1 1 (2.04%) HDFS
1 1 (2.04%) KVM
1 1 (2.04%) VMware Infrastructure
Systems Management
1 4 (8.16%) Rundeck
Vendors
1 13 (26.53%) Microsoft
2 8 (16.33%) Tableau
3 5 (10.20%) Oracle
4 4 (8.16%) SAP
4 4 (8.16%) Teradata
5 2 (4.08%) MicroStrategy
5 2 (4.08%) Talend
5 2 (4.08%) Vertica
6 1 (2.04%) Alteryx
6 1 (2.04%) ArcSight
6 1 (2.04%) Cisco
6 1 (2.04%) Cognizant
6 1 (2.04%) F5
6 1 (2.04%) FireEye
6 1 (2.04%) Hortonworks
6 1 (2.04%) Hyperion
6 1 (2.04%) JD Edwards
6 1 (2.04%) Juniper
6 1 (2.04%) LogRhythm
6 1 (2.04%) Splunk
Manchester, Lancashire
Michael Page Technology
Salary: £30000 - £34000 per annum + benefits
Posted: 2 days ago
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