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

Location
3 months to
23 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 176 203 242
Rank change year-on-year
+27 +39
Permanent jobs citing Data Mining 84 41 21
As % of all permanent IT jobs located in the North West 1.14% 0.60% 0.28%
As % of the Database & Business Intelligence category 3.06% 1.63% 0.76%
Number of salaries quoted 62 35 19
Average salary £38,500 £55,000 £37,500
Average salary % change year-on-year
-30.00% +46.66%
90% offered a salary of more than £27,500 £33,800 £27,500
10% offered a salary of more than £55,000 £67,500 £55,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
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
2749 2512 2764
As % of all permanent IT jobs located in the North West 37.23% 36.98% 37.43%
Number of salaries quoted 2295 2219 2484
Average salary £38,500 £37,500 £35,000
Average salary % change year-on-year
+2.66% +7.14%
90% offered a salary of more than £27,500 £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 £40,000

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 23 September 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 23 September 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 +30 66 £37,500 -32.43% 3
Merseyside +14 9 £47,750 +15.06% 2
Cheshire -21 9 £52,500 +6.06%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 23 September 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 66 (68.75%) SQL
2 42 (43.75%) Business Intelligence
3 41 (42.71%) Finance
4 40 (41.67%) SQL Server Reporting Services
5 39 (40.63%) SQL Server Integration Services
5 39 (40.63%) SQL Server Analysis Services
6 37 (38.54%) Data Analysis
7 35 (36.46%) Analytical Skills
8 33 (34.38%) Degree
9 30 (31.25%) Data Warehouse
9 30 (31.25%) Analytics
10 29 (30.21%) MS Excel
11 27 (28.13%) CRM
12 24 (25.00%) SAS
13 21 (21.88%) Campaign Management
14 18 (18.75%) Agile Software Development
14 18 (18.75%) Web Analytics
14 18 (18.75%) Google
14 18 (18.75%) Google Analytics
14 18 (18.75%) Microsoft
14 18 (18.75%) Relational Database
15 17 (17.71%) PowerPivot
16 16 (16.67%) E-Commerce
17 15 (15.63%) SharePoint
17 15 (15.63%) SQL Server
18 14 (14.58%) MS Office
18 14 (14.58%) Statistics
19 13 (13.54%) GAP Analysis
20 12 (12.50%) R
20 12 (12.50%) SPSS

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

For the 6 months to 23 September 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 (25.00%) SAS
2 15 (15.63%) SharePoint
3 5 (5.21%) Apache
3 5 (5.21%) Apache Pig
Applications
1 29 (30.21%) MS Excel
2 17 (17.71%) PowerPivot
3 14 (14.58%) MS Office
4 12 (12.50%) SPSS
5 11 (11.46%) Spreadsheet
Business Applications
1 18 (18.75%) Google Analytics
Cloud Services
1 5 (5.21%) Cloud Computing
1 5 (5.21%) Amazon EC2
1 5 (5.21%) Amazon AWS
1 5 (5.21%) Amazon EMR
Communications & Networking
1 4 (4.17%) SMS
2 1 (1.04%) Intrusion Detection
Database & Business Intelligence
1 40 (41.67%) SQL Server Reporting Services
2 39 (40.63%) SQL Server Integration Services
2 39 (40.63%) SQL Server Analysis Services
3 30 (31.25%) Data Warehouse
4 18 (18.75%) Relational Database
5 15 (15.63%) SQL Server
6 11 (11.46%) DB2
6 11 (11.46%) OLAP
6 11 (11.46%) SQL Server 2008
7 7 (7.29%) Big Data
8 6 (6.25%) Hadoop
8 6 (6.25%) RDBMS
9 5 (5.21%) Apache Hive
9 5 (5.21%) MongoDB
9 5 (5.21%) Apache Cassandra
9 5 (5.21%) NoSQL
9 5 (5.21%) Sqoop
9 5 (5.21%) Triplestore
9 5 (5.21%) HBase
10 3 (3.13%) Oracle BI EE
Development Applications
1 11 (11.46%) Team Foundation Server
2 1 (1.04%) Visual Studio
General
1 41 (42.71%) Finance
2 12 (12.50%) Marketing
3 11 (11.46%) Banking
4 4 (4.17%) Advertising
5 3 (3.13%) Financial Institution
6 1 (1.04%) Legal
6 1 (1.04%) Retail
Job Titles
1 50 (52.08%) Analyst
2 20 (20.83%) Developer
2 20 (20.83%) Data Analyst
3 18 (18.75%) Business Intelligence Developer
4 13 (13.54%) CRM Analyst
5 11 (11.46%) Marketing Analyst
5 11 (11.46%) Senior Analyst
5 11 (11.46%) Consultant
6 10 (10.42%) Business Intelligence Consultant
6 10 (10.42%) Senior Data Analyst
7 9 (9.38%) Insight Analyst
7 9 (9.38%) Senior Insight Analyst
8 8 (8.33%) Data Mining Analyst
9 7 (7.29%) Web Analyst
10 6 (6.25%) Senior Developer
11 5 (5.21%) Solutions Architect
11 5 (5.21%) Data Architect
11 5 (5.21%) Architect
11 5 (5.21%) Big Data Architect
12 4 (4.17%) Data Scientist
Libraries, Frameworks & Software Standards
1 5 (5.21%) Web Services
2 1 (1.04%) MDX
Miscellaneous
1 35 (36.46%) Analytical Skills
2 14 (14.58%) Statistics
3 10 (10.42%) Mathematics
3 10 (10.42%) Data Extraction
4 8 (8.33%) Visualisation
5 5 (5.21%) Open Source
6 2 (2.08%) Management Information System
7 1 (1.04%) Freedom of Information
7 1 (1.04%) Economics
Operating Systems
1 6 (6.25%) Linux
2 5 (5.21%) UNIX
3 2 (2.08%) Windows
Processes & Methodologies
1 42 (43.75%) Business Intelligence
2 37 (38.54%) Data Analysis
3 30 (31.25%) Analytics
4 27 (28.13%) CRM
5 21 (21.88%) Campaign Management
6 18 (18.75%) Agile Software Development
6 18 (18.75%) Web Analytics
7 16 (16.67%) E-Commerce
8 13 (13.54%) GAP Analysis
9 12 (12.50%) Data Modelling
9 12 (12.50%) Direct Marketing
10 11 (11.46%) Digital Marketing
10 11 (11.46%) Pay per click
10 11 (11.46%) SEO
10 11 (11.46%) Data-Driven Marketing
10 11 (11.46%) Data Cleansing
11 10 (10.42%) Coaching
11 10 (10.42%) Data Architecture
12 8 (8.33%) ETL
13 6 (6.25%) Data Security
Programming Languages
1 66 (68.75%) SQL
2 12 (12.50%) R
3 11 (11.46%) VB
4 8 (8.33%) Java
5 5 (5.21%) Perl
5 5 (5.21%) PHP
5 5 (5.21%) Python
6 2 (2.08%) VBA
6 2 (2.08%) T-SQL
7 1 (1.04%) PowerHouse
Qualifications
1 33 (34.38%) Degree
2 2 (2.08%) Security Cleared
3 1 (1.04%) ISEB
3 1 (1.04%) ISTQB
Quality Assurance & Compliance
1 1 (1.04%) QA
System Software
1 5 (5.21%) Apache Flume
2 1 (1.04%) Snort
Systems Management
1 5 (5.21%) Opscode Chef
Vendors
1 18 (18.75%) Microsoft
1 18 (18.75%) Google
2 11 (11.46%) Coremetrics
3 8 (8.33%) Oracle
4 7 (7.29%) ClickTale
4 7 (7.29%) Tealeaf
5 5 (5.21%) Hitachi
6 3 (3.13%) Teradata
6 3 (3.13%) Tableau
7 2 (2.08%) Kalido
7 2 (2.08%) SAP
8 1 (1.04%) Business Objects
8 1 (1.04%) Sourcefire
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 2 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 6 hours ago
Liverpool
KDR Recruitment
Salary: £32000 - £45000 per annum + Excellent Benefits/Bonus
Posted: 7 days ago