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 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 210 225 231
Rank change year-on-year
+15 +6
Permanent jobs citing Data Mining 28 13 21
As % of all permanent IT jobs located in the North West 0.46% 0.19% 0.29%
As % of the Database & Business Intelligence category 1.32% 0.52% 0.74%
Number of salaries quoted 22 8 21
Average salary £36,000 £38,750 £47,500
Average salary % change year-on-year
-7.09% -18.42%
90% offered a salary of more than £22,650 £29,250 £33,250
10% offered a salary of more than £110,000 £65,500 £57,500
UK excluding London average salary £45,000 £42,500 £38,500
% change year-on-year
+5.88% +10.38%
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
2124 2488 2853
As % of all permanent IT jobs located in the North West 34.86% 36.83% 39.50%
Number of salaries quoted 1782 2152 2492
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 £28,500 £27,500 £26,000
10% offered a salary of more than £52,500 £47,500 £52,500
UK excluding London average salary £41,500 £40,000 £38,500
% change year-on-year
+3.75% +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 22 May 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 22 May 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
Manchester +23 13 £34,500 -10.96% 6
Cheshire +7 13 £62,500 - 2
Merseyside +9 1 £37,500 +3.44% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 22 May 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 32 (57.14%) SQL
2 21 (37.50%) SQL Server
3 20 (35.71%) MS Excel
4 17 (30.36%) Microsoft
4 17 (30.36%) Business Intelligence
5 15 (26.79%) CRM
5 15 (26.79%) Big Data
5 15 (26.79%) Analytical Skills
6 14 (25.00%) Banking
7 13 (23.21%) Data Analysis
7 13 (23.21%) Degree
7 13 (23.21%) MS Office
8 12 (21.43%) UNIX
8 12 (21.43%) Finance
9 10 (17.86%) SQL Server Integration Services
9 10 (17.86%) Windows
10 9 (16.07%) Linux
10 9 (16.07%) MS PowerPoint
10 9 (16.07%) SQL Server Reporting Services
10 9 (16.07%) Sourcefire
10 9 (16.07%) Snort
10 9 (16.07%) Intrusion Detection
10 9 (16.07%) Computer Science
10 9 (16.07%) Agile Software Development
10 9 (16.07%) Anomaly Detection
10 9 (16.07%) SIEM
11 8 (14.29%) SQL Server Analysis Services
11 8 (14.29%) Statistical Modelling
11 8 (14.29%) Analytics
11 8 (14.29%) Marketing

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

For the 6 months to 22 May 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 8 (14.29%) SAS
2 7 (12.50%) SharePoint
3 4 (7.14%) Apache Pig
3 4 (7.14%) Apache Spark
4 2 (3.57%) Lync
4 2 (3.57%) Oracle Coherence
5 1 (1.79%) Exchange Server 2013
5 1 (1.79%) Apache Solr
Applications
1 20 (35.71%) MS Excel
2 13 (23.21%) MS Office
3 9 (16.07%) MS PowerPoint
4 7 (12.50%) PowerPivot
5 5 (8.93%) SPSS
6 3 (5.36%) MS Visio
7 2 (3.57%) FastStats
Business Applications
1 2 (3.57%) SAP QM
1 2 (3.57%) SAP MM
Cloud Services
1 2 (3.57%) SmartFocus
2 1 (1.79%) Office 365
Communications & Networking
1 9 (16.07%) Intrusion Detection
2 2 (3.57%) Firewall
Database & Business Intelligence
1 21 (37.50%) SQL Server
2 15 (26.79%) Big Data
3 10 (17.86%) SQL Server Integration Services
4 9 (16.07%) SQL Server Reporting Services
5 8 (14.29%) SQL Server Analysis Services
6 7 (12.50%) Data Warehouse
6 7 (12.50%) SQL Server 2008
7 5 (8.93%) Hadoop
8 4 (7.14%) NoSQL
8 4 (7.14%) HBase
9 3 (5.36%) Enterprise Data Warehouse
9 3 (5.36%) Oracle Database
10 2 (3.57%) Oracle BI EE
10 2 (3.57%) Spotfire
10 2 (3.57%) QlikView
10 2 (3.57%) Clementine
11 1 (1.79%) DataStage
11 1 (1.79%) BusinessObjects
11 1 (1.79%) OLAP
11 1 (1.79%) MySQL
Development Applications
1 1 (1.79%) Git (software)
General
1 14 (25.00%) Banking
2 12 (21.43%) Finance
3 8 (14.29%) Marketing
4 5 (8.93%) Manufacturing
5 4 (7.14%) Investment Banking
6 3 (5.36%) Financial Institution
6 3 (5.36%) Billing
7 2 (3.57%) Advertising
8 1 (1.79%) Games
8 1 (1.79%) Telecoms
Job Titles
1 23 (41.07%) Analyst
2 15 (26.79%) Developer
3 11 (19.64%) Data Analyst
4 9 (16.07%) Business Intelligence Developer
5 7 (12.50%) SQL Data Analyst
6 5 (8.93%) Software Developer
6 5 (8.93%) .NET Developer
6 5 (8.93%) VB.NET Developer
6 5 (8.93%) ASP.NET Developer
6 5 (8.93%) Insight Analyst
6 5 (8.93%) VB.NET/ASP.NET Developer
7 4 (7.14%) Architect
8 3 (5.36%) Consultant
8 3 (5.36%) Data Architect
8 3 (5.36%) Security Analyst
8 3 (5.36%) Customer Analyst
8 3 (5.36%) Customer Insight Analyst
9 2 (3.57%) Resourcer
9 2 (3.57%) SPSS Data Analyst
9 2 (3.57%) IT Security Engineer
Libraries, Frameworks & Software Standards
1 5 (8.93%) ASP.NET
1 5 (8.93%) .NET
2 1 (1.79%) CSS
2 1 (1.79%) HTML
2 1 (1.79%) Symfony
2 1 (1.79%) Regular Expression
Miscellaneous
1 15 (26.79%) Analytical Skills
2 9 (16.07%) Computer Science
3 7 (12.50%) Statistics
4 6 (10.71%) Visualisation
5 4 (7.14%) User Experience
5 4 (7.14%) CMDB
6 3 (5.36%) Mathematics
7 2 (3.57%) Private Cloud
8 1 (1.79%) Management Information System
8 1 (1.79%) Algorithms
8 1 (1.79%) Online Games
Operating Systems
1 12 (21.43%) UNIX
2 10 (17.86%) Windows
3 9 (16.07%) Linux
Processes & Methodologies
1 17 (30.36%) Business Intelligence
2 15 (26.79%) CRM
3 13 (23.21%) Data Analysis
4 9 (16.07%) Agile Software Development
4 9 (16.07%) Anomaly Detection
4 9 (16.07%) SIEM
5 8 (14.29%) Statistical Modelling
5 8 (14.29%) Analytics
6 7 (12.50%) Data Modelling
6 7 (12.50%) Line Management
6 7 (12.50%) Data Cleansing
7 6 (10.71%) Campaign Management
7 6 (10.71%) Customer Insight
7 6 (10.71%) Network Design
7 6 (10.71%) Data Management
7 6 (10.71%) ERP
7 6 (10.71%) Configuration Management
8 5 (8.93%) Operations Research
8 5 (8.93%) Campaign Analysis
9 4 (7.14%) Data Analytics
Programming Languages
1 32 (57.14%) SQL
2 7 (12.50%) VBA
3 6 (10.71%) R
3 6 (10.71%) JavaScript
4 5 (8.93%) VB.NET
5 4 (7.14%) C
5 4 (7.14%) Java
5 4 (7.14%) Python
5 4 (7.14%) MATLAB
6 3 (5.36%) PL/SQL
7 2 (3.57%) T-SQL
8 1 (1.79%) PHP
8 1 (1.79%) PHP5
Qualifications
1 13 (23.21%) Degree
2 3 (5.36%) CISA
2 3 (5.36%) NVQ Level 3
3 1 (1.79%) VMware Certified Professional (VCP)
3 1 (1.79%) VCAP
3 1 (1.79%) VCDX
System Software
1 9 (16.07%) Snort
2 1 (1.79%) Active Directory
2 1 (1.79%) vCloud
2 1 (1.79%) vSphere
2 1 (1.79%) VMware Infrastructure
2 1 (1.79%) Hyper-V
2 1 (1.79%) XenServer
Vendors
1 17 (30.36%) Microsoft
2 9 (16.07%) Sourcefire
3 7 (12.50%) Oracle
4 4 (7.14%) SAP
5 2 (3.57%) Tableau
5 2 (3.57%) Teradata
5 2 (3.57%) Minitab
5 2 (3.57%) VMware
5 2 (3.57%) Business Objects
6 1 (1.79%) Cisco
6 1 (1.79%) IBM
6 1 (1.79%) EMC
6 1 (1.79%) Citrix
6 1 (1.79%) Informatica
6 1 (1.79%) MicroStrategy
6 1 (1.79%) NetApp
6 1 (1.79%) Novell
6 1 (1.79%) Cognos
6 1 (1.79%) Ab Initio
6 1 (1.79%) Netezza
Greater Manchester
Nigel Frank International Limited - Newcastle
Salary: £50000 - £70000 per annum + Package
Posted: 3 days ago
North West
ANSON MCCADE
Salary: £35,000 -£85,000, with excellent benefits
Posted: 4 days ago
North West
ANSON MCCADE
Salary: £35k-£60k+attractive benefits+extensive career progression
Posted: 5 days ago
North West
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 5 days ago
Stockport
Capita - ITIN
Salary: £35000.00 - £37000.00 per annum
Posted: 10 days ago
Winsford, Cheshire, North West
MCG Consulting Group
Salary: Competitive
Posted: 11 days ago
Manchester
Churchill Frank
Salary: £27000 - £33000 per annum + 25% Cash Benefit
Posted: 14 days ago
Manchester
Nigel Frank International Limited - Newcastle
Salary: £25000 - £30000 per annum + Package
Posted: 14 days ago
Manchester
Lawrence Harvey
Salary: £65000.00 - £75000.00 per annum + car + pension
Posted: 17 days ago
Cheshire
Hays IT - Uk Posting account
Salary: £100000.00 - £120000.00 per annum
Posted: 20 days ago