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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Mining
Rank 203 183 201
Rank change year-on-year
-20 +18
Permanent jobs citing Data Mining 51 74 40
As % of all permanent IT jobs located in the North West 0.76% 1.01% 0.58%
As % of the Database & Business Intelligence category 2.23% 2.76% 1.57%
Number of salaries quoted 24 51 35
Average salary £39,250 £37,000 £55,000
Average salary % change year-on-year
+6.08% -32.72%
90% offered a salary of more than £24,000 £25,000 £36,400
10% offered a salary of more than £45,000 £55,000 £72,000
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -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
2282 2677 2544
As % of all permanent IT jobs located in the North West 33.93% 36.48% 37.11%
Number of salaries quoted 1949 2203 2257
Average salary £40,000 £37,500 £36,500
Average salary % change year-on-year
+6.66% +2.73%
90% offered a salary of more than £30,000 £26,500 £26,500
10% offered a salary of more than £52,500 £55,000 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the North West region as a proportion of the total demand within 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 August 2015.

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 average salaries quoted in IT jobs citing Data Mining within the North West region over the 3 months to 28 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire +29 32 £38,000 - 3
Manchester -36 19 £41,500 +25.75% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 28 August 2015, IT jobs across the North West region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 63 (78.75%) SQL
2 46 (57.50%) Business Intelligence
2 46 (57.50%) Analytical Skills
3 43 (53.75%) Microsoft
4 41 (51.25%) Degree
5 37 (46.25%) Analytics
6 36 (45.00%) SAS
7 35 (43.75%) Finance
8 34 (42.50%) MS Office
9 33 (41.25%) Marketing
10 31 (38.75%) MS Excel
11 30 (37.50%) Data Warehouse
12 28 (35.00%) Statistical Analysis
12 28 (35.00%) Predictive Modelling
13 26 (32.50%) Spreadsheet
13 26 (32.50%) Business Development
13 26 (32.50%) Credit Risk
13 26 (32.50%) Business Analytics
13 26 (32.50%) Benchmarking
14 23 (28.75%) MS PowerPoint
15 16 (20.00%) Stakeholder Management
15 16 (20.00%) SQL Server
16 10 (12.50%) Systems Analysis
17 9 (11.25%) Data Analysis
17 9 (11.25%) Line Management
17 9 (11.25%) Big Data
18 8 (10.00%) Office 365
18 8 (10.00%) Computer Science
18 8 (10.00%) Private Cloud
18 8 (10.00%) Customer Insight

Data Mining
Top Related IT Skills in the North West by Category

For the 6 months to 28 August 2015, IT jobs across the North West region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 36 (45.00%) SAS
2 5 (6.25%) Apache Spark
3 4 (5.00%) Apache Pig
4 2 (2.50%) Lync
5 1 (1.25%) MS Exchange
5 1 (1.25%) Apache Solr
5 1 (1.25%) Exchange Server 2013
Applications
1 34 (42.50%) MS Office
2 31 (38.75%) MS Excel
3 26 (32.50%) Spreadsheet
4 23 (28.75%) MS PowerPoint
5 5 (6.25%) SPSS
6 2 (2.50%) FastStats
6 2 (2.50%) PowerPivot
Business Applications
1 2 (2.50%) SAP MM
1 2 (2.50%) SAP QM
Cloud Services
1 8 (10.00%) Office 365
2 2 (2.50%) SmartFocus
3 1 (1.25%) Google Analytics
3 1 (1.25%) Cloud Computing
Communications & Networking
1 1 (1.25%) Intrusion Detection
Database & Business Intelligence
1 30 (37.50%) Data Warehouse
2 16 (20.00%) SQL Server
3 9 (11.25%) Big Data
4 6 (7.50%) Hadoop
5 4 (5.00%) SQL Server Reporting Services
5 4 (5.00%) NoSQL
5 4 (5.00%) HBase
6 3 (3.75%) SQL Server Integration Services
6 3 (3.75%) MongoDB
6 3 (3.75%) SQL Server Analysis Services
7 2 (2.50%) MySQL
7 2 (2.50%) QlikView
7 2 (2.50%) Microsoft Power View
8 1 (1.25%) IBM InfoSphere
8 1 (1.25%) Oracle Database
8 1 (1.25%) Relational Database
8 1 (1.25%) OLAP
8 1 (1.25%) Oracle BI EE
8 1 (1.25%) Pentaho
8 1 (1.25%) Spotfire
Development Applications
1 2 (2.50%) Talend Open Studio
2 1 (1.25%) Git (software)
General
1 35 (43.75%) Finance
2 33 (41.25%) Marketing
3 8 (10.00%) Banking
4 5 (6.25%) Manufacturing
5 4 (5.00%) Investment Banking
6 3 (3.75%) Financial Institution
7 1 (1.25%) Games
Job Titles
1 46 (57.50%) Analyst
2 16 (20.00%) Developer
3 15 (18.75%) Senior Analyst
4 12 (15.00%) Data Analyst
5 7 (8.75%) Server Support Technician
5 7 (8.75%) Server Support
5 7 (8.75%) Systems Support
5 7 (8.75%) Support Technician
5 7 (8.75%) Server Technician
5 7 (8.75%) SQL Data Analyst
6 6 (7.50%) Insight Analyst
6 6 (7.50%) Software Developer
7 5 (6.25%) Consultant
7 5 (6.25%) ASP.NET Developer
7 5 (6.25%) .NET Developer
7 5 (6.25%) VB.NET Developer
7 5 (6.25%) VB.NET/ASP.NET Developer
8 3 (3.75%) Customer Insight Analyst
8 3 (3.75%) Business Intelligence Developer
8 3 (3.75%) Customer Analyst
Libraries, Frameworks & Software Standards
1 7 (8.75%) .NET
2 5 (6.25%) ASP.NET
3 1 (1.25%) CSS
3 1 (1.25%) Symfony
3 1 (1.25%) LINQ
3 1 (1.25%) Regular Expression
3 1 (1.25%) J2EE
3 1 (1.25%) HTML
Miscellaneous
1 46 (57.50%) Analytical Skills
2 26 (32.50%) Credit Risk
3 8 (10.00%) Computer Science
3 8 (10.00%) Private Cloud
4 6 (7.50%) Data Centre
4 6 (7.50%) Statistics
4 6 (7.50%) Visualisation
5 4 (5.00%) User Experience
5 4 (5.00%) CMDB
6 2 (2.50%) Mathematics
7 1 (1.25%) Online Games
7 1 (1.25%) Algorithms
7 1 (1.25%) Client/Server
Operating Systems
1 3 (3.75%) Windows
2 1 (1.25%) Linux
2 1 (1.25%) Windows Server 2008
2 1 (1.25%) Windows Server 2012
2 1 (1.25%) UNIX
Processes & Methodologies
1 46 (57.50%) Business Intelligence
2 37 (46.25%) Analytics
3 28 (35.00%) Predictive Modelling
3 28 (35.00%) Statistical Analysis
4 26 (32.50%) Business Development
4 26 (32.50%) Benchmarking
4 26 (32.50%) Business Analytics
5 16 (20.00%) Stakeholder Management
6 10 (12.50%) Systems Analysis
7 9 (11.25%) Data Analysis
7 9 (11.25%) Line Management
8 8 (10.00%) Customer Insight
8 8 (10.00%) Statistical Modelling
8 8 (10.00%) CRM
9 5 (6.25%) ERP
9 5 (6.25%) ETL
9 5 (6.25%) Data Management
10 4 (5.00%) Database Marketing
10 4 (5.00%) Problem Management
10 4 (5.00%) Operations Research
Programming Languages
1 63 (78.75%) SQL
2 7 (8.75%) R
2 7 (8.75%) Java
2 7 (8.75%) VB.NET
3 6 (7.50%) JavaScript
4 4 (5.00%) C
4 4 (5.00%) C#
4 4 (5.00%) VBA
4 4 (5.00%) Python
4 4 (5.00%) MATLAB
5 3 (3.75%) T-SQL
6 1 (1.25%) PHP5
6 1 (1.25%) PHP
Qualifications
1 41 (51.25%) Degree
2 3 (3.75%) CISA
3 1 (1.25%) VMware Certified Professional (VCP)
3 1 (1.25%) VCDX
3 1 (1.25%) VCAP
System Software
1 2 (2.50%) Active Directory
2 1 (1.25%) Snort
2 1 (1.25%) VMware Infrastructure
2 1 (1.25%) Hyper-V
2 1 (1.25%) XenServer
2 1 (1.25%) vSphere
2 1 (1.25%) vCloud
2 1 (1.25%) HDFS
Vendors
1 43 (53.75%) Microsoft
2 8 (10.00%) VMware
3 5 (6.25%) Tableau
4 4 (5.00%) Oracle
5 3 (3.75%) SAP
6 2 (2.50%) Cisco
6 2 (2.50%) Informatica
6 2 (2.50%) Minitab
6 2 (2.50%) Vertica
6 2 (2.50%) Talend
7 1 (1.25%) EMC
7 1 (1.25%) Citrix
7 1 (1.25%) Teradata
7 1 (1.25%) Sourcefire
7 1 (1.25%) Google
7 1 (1.25%) Netezza
7 1 (1.25%) DataFlux
7 1 (1.25%) Zend
7 1 (1.25%) Red Gate
7 1 (1.25%) Tealeaf
Crewe, Cheshire
WEX Europe Ltd
Salary: Competitive
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £70,000-£90,000 plus attractive benefits,
Posted: 5 days ago
Merseyside
Rullion IT Plus
Posted: 6 days ago