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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 205 234 225
Rank change year-on-year
+29 -9
Permanent jobs citing Data Mining 48 15 28
As % of all permanent IT jobs located in the North West 0.74% 0.22% 0.38%
As % of the Database & Business Intelligence category 2.12% 0.63% 1.01%
Number of salaries quoted 28 12 28
Average salary £45,000 £35,000 £54,000
Average salary % change year-on-year
+28.57% -35.18%
90% offered a salary of more than £24,000 £27,500 £33,250
10% offered a salary of more than £89,000 £80,000 £69,750
UK excluding London average salary £45,000 £42,500 £42,000
% change year-on-year
+5.88% +1.19%
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
2262 2393 2769
As % of all permanent IT jobs located in the North West 34.95% 34.53% 37.34%
Number of salaries quoted 1932 2009 2426
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 £27,000 £25,500
10% offered a salary of more than £52,500 £47,500 £55,000
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

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 3 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 3 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 - 26 £40,000 - 5
Manchester +6 20 £45,000 +20.00% 13
Merseyside - 1 £37,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 3 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 51 (68.92%) SQL
2 36 (48.65%) Business Intelligence
3 32 (43.24%) Microsoft
3 32 (43.24%) Analytical Skills
4 27 (36.49%) Degree
4 27 (36.49%) MS Excel
5 24 (32.43%) Analytics
6 23 (31.08%) Finance
7 22 (29.73%) Data Warehouse
7 22 (29.73%) MS Office
7 22 (29.73%) SQL Server
7 22 (29.73%) SAS
8 21 (28.38%) Marketing
9 16 (21.62%) MS PowerPoint
10 15 (20.27%) Statistical Analysis
10 15 (20.27%) Data Analysis
10 15 (20.27%) Predictive Modelling
11 14 (18.92%) CRM
12 13 (17.57%) Benchmarking
12 13 (17.57%) Spreadsheet
12 13 (17.57%) Business Development
12 13 (17.57%) Credit Risk
12 13 (17.57%) Business Analytics
12 13 (17.57%) Big Data
13 9 (12.16%) Systems Analysis
13 9 (12.16%) SQL Server Integration Services
13 9 (12.16%) Banking
13 9 (12.16%) SQL Server Reporting Services
13 9 (12.16%) Line Management
13 9 (12.16%) SQL Server Analysis Services

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

For the 6 months to 3 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 22 (29.73%) SAS
2 6 (8.11%) SharePoint
3 5 (6.76%) Apache Spark
4 4 (5.41%) Apache Pig
5 2 (2.70%) Lync
6 1 (1.35%) Oracle Coherence
6 1 (1.35%) Apache Solr
6 1 (1.35%) Exchange Server 2013
Applications
1 27 (36.49%) MS Excel
2 22 (29.73%) MS Office
3 16 (21.62%) MS PowerPoint
4 13 (17.57%) Spreadsheet
5 8 (10.81%) PowerPivot
6 4 (5.41%) SPSS
7 2 (2.70%) FastStats
8 1 (1.35%) MS Visio
Business Applications
1 2 (2.70%) SAP MM
1 2 (2.70%) SAP QM
Cloud Services
1 6 (8.11%) Office 365
2 2 (2.70%) SmartFocus
3 1 (1.35%) Cloud Computing
Communications & Networking
1 4 (5.41%) Intrusion Detection
2 2 (2.70%) Firewall
Database & Business Intelligence
1 22 (29.73%) Data Warehouse
1 22 (29.73%) SQL Server
2 13 (17.57%) Big Data
3 9 (12.16%) SQL Server Reporting Services
3 9 (12.16%) SQL Server Integration Services
3 9 (12.16%) SQL Server Analysis Services
4 6 (8.11%) SQL Server 2008
4 6 (8.11%) Hadoop
5 4 (5.41%) NoSQL
5 4 (5.41%) HBase
6 2 (2.70%) MongoDB
6 2 (2.70%) Oracle Database
6 2 (2.70%) Relational Database
6 2 (2.70%) Microsoft Power View
6 2 (2.70%) Oracle BI EE
6 2 (2.70%) Spotfire
6 2 (2.70%) MySQL
6 2 (2.70%) QlikView
7 1 (1.35%) Oracle OLAP
7 1 (1.35%) Pentaho
Development Applications
1 1 (1.35%) Talend Open Studio
1 1 (1.35%) Git (software)
General
1 23 (31.08%) Finance
2 21 (28.38%) Marketing
3 9 (12.16%) Banking
4 5 (6.76%) Manufacturing
5 4 (5.41%) Investment Banking
6 3 (4.05%) Financial Institution
7 2 (2.70%) Advertising
8 1 (1.35%) Games
8 1 (1.35%) Telecoms
8 1 (1.35%) Billing
Job Titles
1 33 (44.59%) Analyst
2 19 (25.68%) Developer
3 12 (16.22%) Data Analyst
4 8 (10.81%) Senior Analyst
4 8 (10.81%) SQL Data Analyst
5 6 (8.11%) Server Technician
5 6 (8.11%) Server Support Technician
5 6 (8.11%) Business Intelligence Developer
5 6 (8.11%) Software Developer
5 6 (8.11%) Server Support
5 6 (8.11%) Systems Support
5 6 (8.11%) Support Technician
6 5 (6.76%) Consultant
6 5 (6.76%) ASP.NET Developer
6 5 (6.76%) .NET Developer
6 5 (6.76%) VB.NET Developer
6 5 (6.76%) Insight Analyst
6 5 (6.76%) VB.NET/ASP.NET Developer
7 3 (4.05%) Customer Analyst
7 3 (4.05%) Customer Insight Analyst
Libraries, Frameworks & Software Standards
1 7 (9.46%) .NET
2 5 (6.76%) ASP.NET
3 1 (1.35%) CSS
3 1 (1.35%) Symfony
3 1 (1.35%) LINQ
3 1 (1.35%) Regular Expression
3 1 (1.35%) J2EE
3 1 (1.35%) HTML
Miscellaneous
1 32 (43.24%) Analytical Skills
2 13 (17.57%) Credit Risk
3 9 (12.16%) Computer Science
4 7 (9.46%) Statistics
4 7 (9.46%) Visualisation
4 7 (9.46%) Private Cloud
5 6 (8.11%) Data Centre
6 4 (5.41%) User Experience
6 4 (5.41%) CMDB
7 3 (4.05%) Mathematics
8 1 (1.35%) Client/Server
8 1 (1.35%) Management Information System
8 1 (1.35%) Online Games
8 1 (1.35%) Algorithms
Operating Systems
1 5 (6.76%) UNIX
1 5 (6.76%) Windows
2 4 (5.41%) Linux
Processes & Methodologies
1 36 (48.65%) Business Intelligence
2 24 (32.43%) Analytics
3 15 (20.27%) Predictive Modelling
3 15 (20.27%) Data Analysis
3 15 (20.27%) Statistical Analysis
4 14 (18.92%) CRM
5 13 (17.57%) Benchmarking
5 13 (17.57%) Business Development
5 13 (17.57%) Business Analytics
6 9 (12.16%) Systems Analysis
6 9 (12.16%) Line Management
7 8 (10.81%) Agile Software Development
7 8 (10.81%) Data Modelling
7 8 (10.81%) Data Cleansing
8 7 (9.46%) Statistical Modelling
8 7 (9.46%) Stakeholder Management
9 6 (8.11%) Data Management
9 6 (8.11%) ERP
9 6 (8.11%) Customer Insight
10 5 (6.76%) Campaign Management
Programming Languages
1 51 (68.92%) SQL
2 7 (9.46%) Java
2 7 (9.46%) VB.NET
2 7 (9.46%) R
3 6 (8.11%) JavaScript
4 5 (6.76%) VBA
5 4 (5.41%) Python
5 4 (5.41%) MATLAB
5 4 (5.41%) C
5 4 (5.41%) C#
6 3 (4.05%) T-SQL
7 1 (1.35%) PHP
7 1 (1.35%) PL/SQL
7 1 (1.35%) PHP5
Qualifications
1 27 (36.49%) Degree
2 3 (4.05%) CISA
3 1 (1.35%) VMware Certified Professional (VCP)
3 1 (1.35%) NVQ Level 3
3 1 (1.35%) VCDX
3 1 (1.35%) VCAP
System Software
1 4 (5.41%) Snort
2 1 (1.35%) VMware Infrastructure
2 1 (1.35%) Hyper-V
2 1 (1.35%) XenServer
2 1 (1.35%) vSphere
2 1 (1.35%) vCloud
2 1 (1.35%) HDFS
2 1 (1.35%) Active Directory
Vendors
1 32 (43.24%) Microsoft
2 7 (9.46%) Oracle
2 7 (9.46%) VMware
3 4 (5.41%) SAP
3 4 (5.41%) Sourcefire
4 3 (4.05%) Tableau
5 2 (2.70%) Minitab
5 2 (2.70%) Teradata
5 2 (2.70%) Informatica
5 2 (2.70%) Business Objects
6 1 (1.35%) EMC
6 1 (1.35%) Citrix
6 1 (1.35%) Cognos
6 1 (1.35%) Cisco
6 1 (1.35%) IBM
6 1 (1.35%) MicroStrategy
6 1 (1.35%) NetApp
6 1 (1.35%) Novell
6 1 (1.35%) Ab Initio
6 1 (1.35%) Netezza
Manchester, Lancashire
Vertical IT
Salary: £40000 per annum + excellent benefits
Posted: Yesterday
Chester, Cheshire
MBNA
Salary: Highly Competitive
Posted: Yesterday
Chester, Cheshire
MBNA
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £70’000 to £90 000
Posted: 3 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 3 days ago
Manchester, Lancashire
Vertical IT
Salary: £23000 - £25000 per annum + excellent benefits
Posted: 3 days ago
Cheshire
Harvey Nash plc
Salary: £40000 - £45000 per annum
Posted: 4 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £35,000 -£85,000, with excellent benefits
Posted: 5 days ago
Widnes, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £45000.00 per annum + Package
Posted: 5 days ago
Greater Manchester
Nigel Frank International Limited - Newcastle
Salary: £50000 - £70000 per annum + Package
Posted: 5 days ago
Widnes
Hays IT - Uk Posting account
Salary: £32000.00 - £42000.00 per annum + Package
Posted: 15 days ago
Manchester
Nigel Frank International Limited - Newcastle
Salary: £25000 - £30000 per annum + Package
Posted: 18 days ago
Manchester
Churchill Frank
Salary: £27000 - £33000 per annum + 25% Cash Benefit
Posted: 22 days ago
Manchester
Nigel Frank International Limited - Newcastle
Salary: £25000 - £35000 per annum + Package
Posted: 24 days ago
Greater Manchester
Nigel Frank International Limited - Newcastle
Salary: £50000 - £70000 per annum + Package
Posted: 25 days ago
Manchester
Nigel Frank International Limited - Newcastle
Salary: £25000 - £30000 per annum + Package
Posted: 26 days ago