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 29 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 181 205 212
Rank change year-on-year
+24 +7
Permanent jobs citing Data Mining 59 44 37
As % of all permanent IT jobs located in the North West 0.90% 0.62% 0.51%
As % of the Database & Business Intelligence category 2.60% 1.78% 1.39%
Number of salaries quoted 31 35 33
Average salary £40,000 £37,500 £54,000
Average salary % change year-on-year
+6.66% -30.55%
90% offered a salary of more than £24,000 £27,500 £33,600
10% offered a salary of more than £60,000 £80,000 £73,500
UK excluding London average salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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
2269 2471 2664
As % of all permanent IT jobs located in the North West 34.72% 34.71% 36.68%
Number of salaries quoted 1920 2062 2339
Average salary £40,000 £37,500 £35,000
Average salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £29,000 £27,500 £26,000
10% offered a salary of more than £52,500 £50,000 £55,000
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 29 July 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 29 July 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 +30 35 £38,000 - 1
Manchester +2 24 £45,000 +36.36% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 29 July 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 65 (75.58%) SQL
2 48 (55.81%) Business Intelligence
2 48 (55.81%) Analytical Skills
3 44 (51.16%) Microsoft
4 41 (47.67%) Degree
5 36 (41.86%) Analytics
5 36 (41.86%) SAS
5 36 (41.86%) Finance
6 33 (38.37%) MS Office
7 32 (37.21%) MS Excel
7 32 (37.21%) Marketing
8 31 (36.05%) Data Warehouse
9 27 (31.40%) Statistical Analysis
9 27 (31.40%) Predictive Modelling
10 25 (29.07%) Spreadsheet
10 25 (29.07%) Business Development
10 25 (29.07%) Credit Risk
10 25 (29.07%) Business Analytics
10 25 (29.07%) Benchmarking
11 22 (25.58%) MS PowerPoint
12 18 (20.93%) SQL Server
13 15 (17.44%) Stakeholder Management
14 12 (13.95%) Data Analysis
15 10 (11.63%) Systems Analysis
15 10 (11.63%) CRM
15 10 (11.63%) Big Data
16 9 (10.47%) Line Management
16 9 (10.47%) Computer Science
17 8 (9.30%) Visualisation
17 8 (9.30%) Private Cloud

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

For the 6 months to 29 July 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 (41.86%) SAS
2 5 (5.81%) Apache Spark
3 4 (4.65%) Apache Pig
4 2 (2.33%) Lync
4 2 (2.33%) SharePoint
5 1 (1.16%) MS Exchange
5 1 (1.16%) Apache Solr
5 1 (1.16%) Exchange Server 2013
Applications
1 33 (38.37%) MS Office
2 32 (37.21%) MS Excel
3 25 (29.07%) Spreadsheet
4 22 (25.58%) MS PowerPoint
5 5 (5.81%) SPSS
6 4 (4.65%) PowerPivot
7 2 (2.33%) FastStats
Business Applications
1 2 (2.33%) SAP MM
1 2 (2.33%) SAP QM
Cloud Services
1 8 (9.30%) Office 365
2 2 (2.33%) SmartFocus
3 1 (1.16%) Cloud Computing
Communications & Networking
1 1 (1.16%) Intrusion Detection
Database & Business Intelligence
1 31 (36.05%) Data Warehouse
2 18 (20.93%) SQL Server
3 10 (11.63%) Big Data
4 6 (6.98%) Hadoop
4 6 (6.98%) SQL Server Reporting Services
4 6 (6.98%) SQL Server Integration Services
4 6 (6.98%) SQL Server Analysis Services
5 4 (4.65%) NoSQL
5 4 (4.65%) HBase
6 3 (3.49%) MongoDB
6 3 (3.49%) QlikView
7 2 (2.33%) MySQL
7 2 (2.33%) BusinessObjects
7 2 (2.33%) Oracle BI EE
7 2 (2.33%) SQL Server 2008
7 2 (2.33%) Spotfire
7 2 (2.33%) Relational Database
7 2 (2.33%) Microsoft Power View
8 1 (1.16%) IBM InfoSphere
8 1 (1.16%) Oracle Database
Development Applications
1 2 (2.33%) Talend Open Studio
2 1 (1.16%) Git (software)
General
1 36 (41.86%) Finance
2 32 (37.21%) Marketing
3 8 (9.30%) Banking
4 5 (5.81%) Manufacturing
5 4 (4.65%) Investment Banking
6 3 (3.49%) Financial Institution
7 2 (2.33%) Advertising
8 1 (1.16%) Games
8 1 (1.16%) Telecoms
Job Titles
1 47 (54.65%) Analyst
2 18 (20.93%) Developer
3 15 (17.44%) Senior Analyst
4 13 (15.12%) Data Analyst
5 8 (9.30%) SQL Data Analyst
6 7 (8.14%) Server Technician
6 7 (8.14%) Server Support Technician
6 7 (8.14%) Server Support
6 7 (8.14%) Systems Support
6 7 (8.14%) Support Technician
7 6 (6.98%) Software Developer
7 6 (6.98%) Insight Analyst
8 5 (5.81%) Business Intelligence Developer
8 5 (5.81%) VB.NET/ASP.NET Developer
8 5 (5.81%) Consultant
8 5 (5.81%) ASP.NET Developer
8 5 (5.81%) .NET Developer
8 5 (5.81%) VB.NET Developer
9 3 (3.49%) Customer Analyst
9 3 (3.49%) Customer Insight Analyst
Libraries, Frameworks & Software Standards
1 7 (8.14%) .NET
2 5 (5.81%) ASP.NET
3 1 (1.16%) CSS
3 1 (1.16%) Symfony
3 1 (1.16%) LINQ
3 1 (1.16%) Regular Expression
3 1 (1.16%) J2EE
3 1 (1.16%) HTML
Miscellaneous
1 48 (55.81%) Analytical Skills
2 25 (29.07%) Credit Risk
3 9 (10.47%) Computer Science
4 8 (9.30%) Visualisation
4 8 (9.30%) Private Cloud
5 7 (8.14%) Statistics
6 6 (6.98%) Data Centre
7 4 (4.65%) User Experience
7 4 (4.65%) CMDB
8 3 (3.49%) Mathematics
9 1 (1.16%) Client/Server
9 1 (1.16%) Management Information System
9 1 (1.16%) Online Games
9 1 (1.16%) Algorithms
Operating Systems
1 3 (3.49%) Windows
2 1 (1.16%) Linux
2 1 (1.16%) Windows Server 2008
2 1 (1.16%) Windows Server 2012
2 1 (1.16%) UNIX
Processes & Methodologies
1 48 (55.81%) Business Intelligence
2 36 (41.86%) Analytics
3 27 (31.40%) Predictive Modelling
3 27 (31.40%) Statistical Analysis
4 25 (29.07%) Business Development
4 25 (29.07%) Benchmarking
4 25 (29.07%) Business Analytics
5 15 (17.44%) Stakeholder Management
6 12 (13.95%) Data Analysis
7 10 (11.63%) Systems Analysis
7 10 (11.63%) CRM
8 9 (10.47%) Line Management
9 8 (9.30%) Customer Insight
9 8 (9.30%) Statistical Modelling
10 6 (6.98%) Data Cleansing
10 6 (6.98%) ERP
10 6 (6.98%) Data Management
11 5 (5.81%) Operations Research
11 5 (5.81%) Agile Software Development
11 5 (5.81%) ETL
Programming Languages
1 65 (75.58%) SQL
2 7 (8.14%) R
2 7 (8.14%) Java
2 7 (8.14%) VB.NET
3 6 (6.98%) JavaScript
4 5 (5.81%) VBA
5 4 (4.65%) Python
5 4 (4.65%) MATLAB
5 4 (4.65%) C
5 4 (4.65%) C#
6 3 (3.49%) T-SQL
7 1 (1.16%) PHP
7 1 (1.16%) PHP5
Qualifications
1 41 (47.67%) Degree
2 3 (3.49%) CISA
3 1 (1.16%) VMware Certified Professional (VCP)
3 1 (1.16%) VCDX
3 1 (1.16%) VCAP
System Software
1 2 (2.33%) Active Directory
2 1 (1.16%) Snort
2 1 (1.16%) VMware Infrastructure
2 1 (1.16%) Hyper-V
2 1 (1.16%) XenServer
2 1 (1.16%) vSphere
2 1 (1.16%) vCloud
2 1 (1.16%) HDFS
Vendors
1 44 (51.16%) Microsoft
2 8 (9.30%) VMware
3 6 (6.98%) Tableau
4 5 (5.81%) Oracle
5 4 (4.65%) SAP
6 2 (2.33%) Cisco
6 2 (2.33%) Informatica
6 2 (2.33%) Minitab
6 2 (2.33%) Teradata
6 2 (2.33%) Vertica
6 2 (2.33%) Talend
7 1 (1.16%) EMC
7 1 (1.16%) Citrix
7 1 (1.16%) Sourcefire
7 1 (1.16%) Netezza
7 1 (1.16%) DataFlux
7 1 (1.16%) Zend
7 1 (1.16%) Red Gate
7 1 (1.16%) MicroStrategy
7 1 (1.16%) NetApp
Greater Manchester
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 23 hours ago