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

Location
3 months to
29 Jan 2015
Same period 2014 Same period 2013
Data Mining
Rank 216 209 241
Rank change year-on-year
-7 +32
Permanent jobs citing Data Mining 26 31 29
As % of all permanent IT jobs located in the North West 0.38% 0.47% 0.37%
As % of the Database & Business Intelligence category 1.18% 1.22% 0.92%
Number of salaries quoted 26 20 29
Average salary £46,250 £32,500 £54,500
Average salary % change year-on-year
+42.30% -40.36%
90% offered a salary of more than £40,000 £32,500 £41,600
10% offered a salary of more than £65,000 £50,000 £75,000
UK excluding London average salary £42,500 £38,500 £41,000
% change year-on-year
+10.38% -6.09%
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
2199 2540 3166
As % of all permanent IT jobs located in the North West 32.32% 38.37% 40.03%
Number of salaries quoted 1926 2217 2848
Average salary £40,000 £37,500 £37,500
Average salary % change year-on-year
+6.66% -
90% offered a salary of more than £29,000 £27,500 £26,000
10% offered a salary of more than £54,000 £50,000 £52,500
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +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 29 January 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 January 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 -3 15 £40,000 +23.07% 8
Cheshire -3 8 £57,500 +15.00% 3
Merseyside +15 2 £47,500 +43.93%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 29 January 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 61 (72.62%) SQL
2 41 (48.81%) SQL Server Reporting Services
2 41 (48.81%) SQL Server Integration Services
3 39 (46.43%) SQL Server Analysis Services
4 38 (45.24%) Data Analysis
5 37 (44.05%) Business Intelligence
6 36 (42.86%) CRM
7 29 (34.52%) PowerPivot
7 29 (34.52%) Agile Software Development
8 28 (33.33%) Campaign Management
9 27 (32.14%) SharePoint
9 27 (32.14%) Data Warehouse
9 27 (32.14%) SQL Server
10 26 (30.95%) Finance
11 23 (27.38%) Data Modelling
11 23 (27.38%) Data Cleansing
11 23 (27.38%) SQL Server 2008
11 23 (27.38%) Analytical Skills
12 20 (23.81%) Analytics
12 20 (23.81%) Degree
13 18 (21.43%) Marketing
14 17 (20.24%) MS Excel
15 15 (17.86%) MS Office
16 13 (15.48%) UNIX
16 13 (15.48%) Big Data
17 12 (14.29%) Relational Database
17 12 (14.29%) Anomaly Detection
18 11 (13.10%) E-Commerce
18 11 (13.10%) Statistics
18 11 (13.10%) Direct Marketing

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

For the 6 months to 29 January 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 27 (32.14%) SharePoint
2 8 (9.52%) SAS
3 4 (4.76%) Oracle Coherence
Applications
1 29 (34.52%) PowerPivot
2 17 (20.24%) MS Excel
3 15 (17.86%) MS Office
4 10 (11.90%) Spreadsheet
5 8 (9.52%) SPSS
6 3 (3.57%) MS Visio
Business Applications
1 11 (13.10%) Google Analytics
2 1 (1.19%) SAP BPC
Communications & Networking
1 10 (11.90%) Intrusion Detection
2 4 (4.76%) SMS
3 2 (2.38%) Firewall
Database & Business Intelligence
1 41 (48.81%) SQL Server Reporting Services
1 41 (48.81%) SQL Server Integration Services
2 39 (46.43%) SQL Server Analysis Services
3 27 (32.14%) Data Warehouse
3 27 (32.14%) SQL Server
4 23 (27.38%) SQL Server 2008
5 13 (15.48%) Big Data
6 12 (14.29%) Relational Database
7 10 (11.90%) DB2
8 5 (5.95%) OLAP
8 5 (5.95%) OLAP Cube
9 4 (4.76%) Clementine
10 3 (3.57%) Oracle Database
11 2 (2.38%) SAP BW
11 2 (2.38%) SAP Data Services
11 2 (2.38%) Text Mining
12 1 (1.19%) Microsoft Analysis Services
12 1 (1.19%) BODI
12 1 (1.19%) ActiveReports
12 1 (1.19%) Base SAS
Development Applications
1 5 (5.95%) Team Foundation Server
General
1 26 (30.95%) Finance
2 18 (21.43%) Marketing
3 9 (10.71%) Banking
4 3 (3.57%) Billing
5 1 (1.19%) Financial Institution
Job Titles
1 41 (48.81%) Analyst
2 30 (35.71%) Developer
2 30 (35.71%) Business Intelligence Developer
3 11 (13.10%) Marketing Analyst
4 10 (11.90%) Data Analyst
5 9 (10.71%) CRM Analyst
6 5 (5.95%) Architect
6 5 (5.95%) Senior Developer
6 5 (5.95%) Consultant
6 5 (5.95%) Business Intelligence Consultant
6 5 (5.95%) Senior Business Intelligence Developer
7 4 (4.76%) Data Scientist
7 4 (4.76%) Data Modeller
7 4 (4.76%) MI Analyst
8 3 (3.57%) Insight Analyst
8 3 (3.57%) Senior Data Analyst
8 3 (3.57%) Security Analyst
8 3 (3.57%) Senior Analyst
8 3 (3.57%) Data Architect
9 2 (2.38%) Business Analyst
Libraries, Frameworks & Software Standards
1 2 (2.38%) EDI
2 1 (1.19%) .NET
Miscellaneous
1 23 (27.38%) Analytical Skills
2 11 (13.10%) Statistics
3 7 (8.33%) Mathematics
4 5 (5.95%) Data Extraction
5 3 (3.57%) Visualisation
6 2 (2.38%) Algorithms
6 2 (2.38%) Enterprise Software
6 2 (2.38%) Social Media
6 2 (2.38%) FMCG
6 2 (2.38%) Computer Science
7 1 (1.19%) Tandem
7 1 (1.19%) Clustering
7 1 (1.19%) Management Information System
7 1 (1.19%) Replication
Operating Systems
1 13 (15.48%) UNIX
2 10 (11.90%) Windows
2 10 (11.90%) Linux
Processes & Methodologies
1 38 (45.24%) Data Analysis
2 37 (44.05%) Business Intelligence
3 36 (42.86%) CRM
4 29 (34.52%) Agile Software Development
5 28 (33.33%) Campaign Management
6 23 (27.38%) Data Modelling
6 23 (27.38%) Data Cleansing
7 20 (23.81%) Analytics
8 12 (14.29%) Anomaly Detection
9 11 (13.10%) E-Commerce
9 11 (13.10%) Direct Marketing
9 11 (13.10%) Web Analytics
10 10 (11.90%) Digital Marketing
10 10 (11.90%) SIEM
10 10 (11.90%) Pay per click
10 10 (11.90%) SEO
10 10 (11.90%) Data-Driven Marketing
11 9 (10.71%) GAP Analysis
12 8 (9.52%) Data Architecture
13 6 (7.14%) Network Design
Programming Languages
1 61 (72.62%) SQL
2 9 (10.71%) R
3 4 (4.76%) VB
4 3 (3.57%) VBA
4 3 (3.57%) PL/SQL
5 2 (2.38%) C++
5 2 (2.38%) Java
5 2 (2.38%) Python
5 2 (2.38%) Scala
Qualifications
1 20 (23.81%) Degree
2 3 (3.57%) NVQ Level 3
2 3 (3.57%) Security Cleared
3 2 (2.38%) PhD
Quality Assurance & Compliance
1 1 (1.19%) QA
System Software
1 10 (11.90%) Snort
Vendors
1 11 (13.10%) Google
2 10 (11.90%) Sourcefire
2 10 (11.90%) Coremetrics
3 9 (10.71%) Oracle
4 5 (5.95%) Microsoft
5 2 (2.38%) SAP
5 2 (2.38%) Teradata
5 2 (2.38%) Tableau
6 1 (1.19%) ClickTale
6 1 (1.19%) Tealeaf
6 1 (1.19%) Kalido
6 1 (1.19%) Business Objects
Manchester
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 7 hours ago
Manchester
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Salary: £25000 - £30000 per annum + Package
Posted: 2 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £65,000 per annum plus attractive benefits and extensi
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Macclesfield, Cheshire
Senitor Associates
Salary: £28000 - £38000 per annum + Benefits
Posted: 6 days ago
Warrington, Cheshire
Senitor Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 6 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
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Sale, Cheshire
GE Capital
Salary: Unspecified £Competitive Salary & Great Benefits
Posted: 9 days ago
Manchester
Nigel Frank International Limited - Newcastle
Salary: £40000 - £45000 per annum + Package
Posted: 15 days ago
Prestbury, Macclesfield, Cheshire, Manchester...
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Salary: £Neg. + Excellent Benefits
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