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 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Data Mining
Rank 185 193 231
Rank change year-on-year
+8 +38
Permanent jobs citing Data Mining 71 43 14
As % of all permanent IT jobs located in the North West 0.96% 0.60% 0.19%
As % of the Database & Business Intelligence category 2.65% 1.66% 0.51%
Number of salaries quoted 49 38 13
Average salary £35,000 £55,000 £37,500
Average salary % change year-on-year
-36.36% +46.66%
90% offered a salary of more than £25,000 £37,450 £27,800
10% offered a salary of more than £60,000 £69,750 £57,000
UK excluding London average salary £40,000 £45,000 £41,000
% change year-on-year
-11.11% +9.75%
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
2679 2596 2769
As % of all permanent IT jobs located in the North West 36.07% 36.48% 37.53%
Number of salaries quoted 2199 2314 2490
Average salary £37,500 £36,000 £35,000
Average salary % change year-on-year
+4.16% +2.85%
90% offered a salary of more than £25,500 £26,500 £25,000
10% offered a salary of more than £55,000 £50,000 £55,000
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 22 August 2014.

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 August 2014. 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 +14 54 £33,000 -40.00% 8
Merseyside +12 8 £50,000 +51.51% 1
Cheshire -16 8 - -
Lancashire - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 22 August 2014, 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 50 (60.24%) SQL
2 36 (43.37%) Analytics
3 33 (39.76%) MS Excel
3 33 (39.76%) Degree
4 31 (37.35%) Finance
5 30 (36.14%) Business Intelligence
6 26 (31.33%) SQL Server Reporting Services
7 25 (30.12%) SQL Server Integration Services
8 24 (28.92%) SQL Server Analysis Services
8 24 (28.92%) SAS
9 23 (27.71%) Microsoft
10 22 (26.51%) Data Analysis
10 22 (26.51%) Relational Database
11 19 (22.89%) Data Warehouse
12 17 (20.48%) Web Analytics
12 17 (20.48%) Google
12 17 (20.48%) Google Analytics
13 15 (18.07%) E-Commerce
14 13 (15.66%) CRM
14 13 (15.66%) MS Office
14 13 (15.66%) SPSS
15 12 (14.46%) Marketing
15 12 (14.46%) R
16 11 (13.25%) Campaign Management
16 11 (13.25%) Direct Marketing
16 11 (13.25%) Banking
16 11 (13.25%) GAP Analysis
16 11 (13.25%) VB
17 10 (12.05%) Java
17 10 (12.05%) DB2

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

For the 6 months to 22 August 2014, 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 24 (28.92%) SAS
2 8 (9.64%) Apache Pig
3 6 (7.23%) Apache
4 4 (4.82%) SharePoint
Applications
1 33 (39.76%) MS Excel
2 13 (15.66%) MS Office
2 13 (15.66%) SPSS
3 10 (12.05%) Spreadsheet
4 4 (4.82%) PowerPivot
Business Applications
1 17 (20.48%) Google Analytics
Cloud Services
1 6 (7.23%) Amazon EC2
1 6 (7.23%) Amazon AWS
1 6 (7.23%) Cloud Computing
1 6 (7.23%) Amazon EMR
Communications & Networking
1 4 (4.82%) SMS
Database & Business Intelligence
1 26 (31.33%) SQL Server Reporting Services
2 25 (30.12%) SQL Server Integration Services
3 24 (28.92%) SQL Server Analysis Services
4 22 (26.51%) Relational Database
5 19 (22.89%) Data Warehouse
6 10 (12.05%) DB2
7 9 (10.84%) Hadoop
7 9 (10.84%) Big Data
7 9 (10.84%) SQL Server
8 7 (8.43%) Apache Hive
8 7 (8.43%) HBase
8 7 (8.43%) RDBMS
8 7 (8.43%) OLAP
9 6 (7.23%) MongoDB
9 6 (7.23%) Apache Cassandra
9 6 (7.23%) NoSQL
9 6 (7.23%) Sqoop
9 6 (7.23%) Triplestore
10 4 (4.82%) Microsoft Analysis Services
10 4 (4.82%) SQL Server 2008
Development Applications
1 7 (8.43%) Team Foundation Server
2 1 (1.20%) Visual Studio
General
1 31 (37.35%) Finance
2 12 (14.46%) Marketing
3 11 (13.25%) Banking
4 4 (4.82%) Advertising
5 2 (2.41%) Financial Institution
6 1 (1.20%) Retail
6 1 (1.20%) Legal
6 1 (1.20%) Manufacturing
6 1 (1.20%) Pharmaceutical
Job Titles
1 46 (55.42%) Analyst
2 21 (25.30%) Data Analyst
3 11 (13.25%) CRM Analyst
3 11 (13.25%) Senior Analyst
3 11 (13.25%) Developer
4 10 (12.05%) Senior Data Analyst
4 10 (12.05%) Marketing Analyst
5 9 (10.84%) Insight Analyst
5 9 (10.84%) Senior Insight Analyst
6 8 (9.64%) Consultant
6 8 (9.64%) Data Mining Analyst
7 7 (8.43%) Web Analyst
8 6 (7.23%) Architect
8 6 (7.23%) Data Architect
8 6 (7.23%) Business Intelligence Consultant
8 6 (7.23%) Big Data Architect
9 5 (6.02%) Solutions Architect
9 5 (6.02%) Software Developer
10 4 (4.82%) MI Analyst
10 4 (4.82%) Data Scientist
Libraries, Frameworks & Software Standards
1 6 (7.23%) Web Services
2 1 (1.20%) MDX
2 1 (1.20%) .NET
Miscellaneous
1 10 (12.05%) Statistics
2 8 (9.64%) Visualisation
3 6 (7.23%) Data Extraction
3 6 (7.23%) Mathematics
3 6 (7.23%) Open Source
4 4 (4.82%) NHS
4 4 (4.82%) Informatics
4 4 (4.82%) SystemC
5 2 (2.41%) Management Information System
6 1 (1.20%) Freedom of Information
6 1 (1.20%) Economics
Operating Systems
1 6 (7.23%) Linux
2 4 (4.82%) UNIX
3 1 (1.20%) Windows
Processes & Methodologies
1 36 (43.37%) Analytics
2 30 (36.14%) Business Intelligence
3 22 (26.51%) Data Analysis
4 17 (20.48%) Web Analytics
5 15 (18.07%) E-Commerce
6 13 (15.66%) CRM
7 11 (13.25%) Campaign Management
7 11 (13.25%) Direct Marketing
7 11 (13.25%) GAP Analysis
8 10 (12.05%) ETL
8 10 (12.05%) SEO
8 10 (12.05%) Pay per click
8 10 (12.05%) Digital Marketing
8 10 (12.05%) Data-Driven Marketing
8 10 (12.05%) Performance Tuning
9 8 (9.64%) Agile Software Development
9 8 (9.64%) MapReduce
10 7 (8.43%) Data Security
11 6 (7.23%) Data Modelling
11 6 (7.23%) Configuration Management
Programming Languages
1 50 (60.24%) SQL
2 12 (14.46%) R
3 11 (13.25%) VB
4 10 (12.05%) Java
5 7 (8.43%) Python
6 6 (7.23%) Perl
6 6 (7.23%) PHP
6 6 (7.23%) C
6 6 (7.23%) T-SQL
7 2 (2.41%) VBA
8 1 (1.20%) C++
8 1 (1.20%) PowerHouse
Qualifications
1 33 (39.76%) Degree
2 1 (1.20%) ISTQB
2 1 (1.20%) ISEB
Quality Assurance & Compliance
1 1 (1.20%) QA
System Software
1 6 (7.23%) Apache Flume
Systems Management
1 6 (7.23%) Opscode Chef
Vendors
1 23 (27.71%) Microsoft
2 17 (20.48%) Google
3 10 (12.05%) Coremetrics
4 7 (8.43%) ClickTale
4 7 (8.43%) Tealeaf
4 7 (8.43%) Oracle
5 5 (6.02%) Hitachi
6 3 (3.61%) Tableau
6 3 (3.61%) Teradata
6 3 (3.61%) SAP
7 2 (2.41%) Kalido
8 1 (1.20%) Business Objects
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