The first table below looks at the demand 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 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Database & Business Intelligence category for the North West region.

Location
3 months to
23 Jul 2014
Same period 2013 Same period 2012
Data Mining
Rank 203 214 249
Rank change year-on-year
+11 +35
Permanent jobs citing Data Mining 39 36 5
As % of all permanent IT jobs located in the North West 0.55% 0.49% 0.067%
As % of the Database & Business Intelligence category 1.61% 1.35% 0.17%
Number of salaries quoted 30 33 4
Average salary £37,250 £54,000 £47,500
Average salary % change year-on-year
-31.01% +13.68%
90% offered a salary of more than £27,500 £33,600 £33,500
10% offered a salary of more than £80,000 £73,500 £51,000
UK excluding London average salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%
Database & Business Intelligence Category
North West
Permanent IT job ads with a match in the
Database & Business Intelligence category
2426 2671 2866
As % of all permanent IT jobs located in the North West 34.45% 36.51% 38.34%
Number of salaries quoted 2020 2354 2568
Average salary £37,500 £35,000 £35,000
Average salary % change year-on-year
+7.14% -
90% offered a salary of more than £27,500 £26,000 £26,500
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London average salary £40,000 £39,000 £38,000
% change year-on-year
+2.56% +2.63%
Data Mining
England

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 July 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 July 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 -1 30 £35,250 -34.72% 5
Cheshire -2 5 - - 4
Merseyside - 3 £38,500 - 3
Lancashire - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 23 July 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 28 (53.85%) SQL
2 23 (44.23%) Business Intelligence
3 21 (40.38%) Analytics
4 19 (36.54%) Degree
5 18 (34.62%) SQL Server Reporting Services
5 18 (34.62%) Finance
6 17 (32.69%) Microsoft
6 17 (32.69%) MS Excel
6 17 (32.69%) SQL Server Integration Services
7 16 (30.77%) SQL Server Analysis Services
8 15 (28.85%) SAS
9 14 (26.92%) Data Warehouse
9 14 (26.92%) Relational Database
10 12 (23.08%) Performance Tuning
10 12 (23.08%) SQL Server
11 11 (21.15%) Data Analysis
12 10 (19.23%) Java
12 10 (19.23%) R
13 8 (15.38%) Big Data
13 8 (15.38%) MapReduce
13 8 (15.38%) Apache Pig
13 8 (15.38%) SPSS
13 8 (15.38%) C
13 8 (15.38%) ETL
13 8 (15.38%) Oracle
13 8 (15.38%) Banking
13 8 (15.38%) Hadoop
14 7 (13.46%) Python
14 7 (13.46%) RDBMS
14 7 (13.46%) Data Security

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

For the 6 months to 23 July 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 15 (28.85%) SAS
2 8 (15.38%) Apache Pig
3 6 (11.54%) Apache
Applications
1 17 (32.69%) MS Excel
2 8 (15.38%) SPSS
3 3 (5.77%) MS Office
Business Applications
1 5 (9.62%) Google Analytics
2 1 (1.92%) Oracle EBS
Cloud Services
1 6 (11.54%) Cloud Computing
1 6 (11.54%) Amazon EC2
1 6 (11.54%) Amazon AWS
1 6 (11.54%) Amazon EMR
Database & Business Intelligence
1 18 (34.62%) SQL Server Reporting Services
2 17 (32.69%) SQL Server Integration Services
3 16 (30.77%) SQL Server Analysis Services
4 14 (26.92%) Data Warehouse
4 14 (26.92%) Relational Database
5 12 (23.08%) SQL Server
6 8 (15.38%) Hadoop
6 8 (15.38%) Big Data
7 7 (13.46%) HBase
7 7 (13.46%) Apache Hive
7 7 (13.46%) RDBMS
8 6 (11.54%) MongoDB
8 6 (11.54%) Apache Cassandra
8 6 (11.54%) NoSQL
8 6 (11.54%) Microsoft Analysis Services
8 6 (11.54%) SQL Server 2008
8 6 (11.54%) Sqoop
8 6 (11.54%) Triplestore
9 5 (9.62%) OLAP
10 2 (3.85%) Oracle BI EE
Development Applications
1 5 (9.62%) Team Foundation Server
2 1 (1.92%) Visual Studio
General
1 18 (34.62%) Finance
2 8 (15.38%) Banking
3 4 (7.69%) Advertising
4 2 (3.85%) Marketing
4 2 (3.85%) Financial Institution
5 1 (1.92%) Pharmaceutical
5 1 (1.92%) Legal
5 1 (1.92%) Manufacturing
Job Titles
1 19 (36.54%) Analyst
2 11 (21.15%) Data Analyst
3 10 (19.23%) Developer
4 6 (11.54%) Senior Analyst
4 6 (11.54%) Consultant
4 6 (11.54%) Data Architect
4 6 (11.54%) Architect
4 6 (11.54%) Insight Analyst
4 6 (11.54%) Senior Insight Analyst
4 6 (11.54%) Big Data Architect
5 5 (9.62%) Software Developer
5 5 (9.62%) Solutions Architect
5 5 (9.62%) Data Mining Analyst
5 5 (9.62%) Web Analyst
5 5 (9.62%) Senior Data Analyst
6 4 (7.69%) Business Intelligence Consultant
6 4 (7.69%) Resourcer
7 3 (5.77%) CRM Analyst
7 3 (5.77%) Software Engineer
7 3 (5.77%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (15.38%) MapReduce
2 6 (11.54%) Web Services
3 1 (1.92%) Flash
3 1 (1.92%) MDX
3 1 (1.92%) .NET
Miscellaneous
1 6 (11.54%) NHS
1 6 (11.54%) Statistics
1 6 (11.54%) Informatics
1 6 (11.54%) Visualisation
1 6 (11.54%) Open Source
1 6 (11.54%) SystemC
2 4 (7.69%) Mathematics
2 4 (7.69%) Data Extraction
3 2 (3.85%) Management Information System
4 1 (1.92%) Freedom of Information
4 1 (1.92%) Economics
Operating Systems
1 6 (11.54%) Linux
2 4 (7.69%) UNIX
3 1 (1.92%) Windows
Processes & Methodologies
1 23 (44.23%) Business Intelligence
2 21 (40.38%) Analytics
3 12 (23.08%) Performance Tuning
4 11 (21.15%) Data Analysis
5 8 (15.38%) ETL
6 7 (13.46%) Data Security
7 6 (11.54%) Agile Software Development
7 6 (11.54%) Configuration Management
7 6 (11.54%) Requirements Analysis
7 6 (11.54%) Technical Architecture
7 6 (11.54%) Predictive Analytics
8 5 (9.62%) Web Analytics
8 5 (9.62%) CRM
9 4 (7.69%) Data Architecture
10 3 (5.77%) Software Engineering
10 3 (5.77%) E-Commerce
10 3 (5.77%) ITIL
10 3 (5.77%) GAP Analysis
10 3 (5.77%) Information Management
10 3 (5.77%) Stakeholder Management
Programming Languages
1 28 (53.85%) SQL
2 10 (19.23%) Java
2 10 (19.23%) R
3 8 (15.38%) C
4 7 (13.46%) Python
5 6 (11.54%) Perl
5 6 (11.54%) PHP
5 6 (11.54%) T-SQL
6 5 (9.62%) VB
7 3 (5.77%) VBA
8 1 (1.92%) C++
Qualifications
1 19 (36.54%) Degree
2 1 (1.92%) ISEB
2 1 (1.92%) ISTQB
System Software
1 6 (11.54%) Apache Flume
Systems Management
1 6 (11.54%) Opscode Chef
Vendors
1 17 (32.69%) Microsoft
2 8 (15.38%) Oracle
3 5 (9.62%) Hitachi
3 5 (9.62%) Google
3 5 (9.62%) ClickTale
3 5 (9.62%) Tealeaf
4 1 (1.92%) Business Objects
4 1 (1.92%) PeopleSoft
4 1 (1.92%) SAP
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 4 hours ago
Wirral, Merseyside
Rullion IT Plus
Salary: £42000 - £49000 per annum + Bonus, Pension, Healthcare
Posted: 18 hours ago
Manchester
Churchill Frank
Salary: £30000 - £35000 per annum + Pension + Bonus + Training
Posted: 18 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
North West
Experis Ltd
Salary: £30000 - £44000 per annum + excellent benefits
Posted: Yesterday
Liverpool, Merseyside
KDR
Salary: £32000 - £45000 per annum + Excellent Benefits/Bonus
Posted: 4 days ago
Chester
Churchill Frank
Salary: £40000 - £60000 per annum + benefits
Posted: 6 days ago
Manchester, Lancashire
Circle Recruitment
Salary: £25000 - £30000 per annum + Benefits
Posted: 6 days ago
Chester, Cheshire
MBNA
Posted: 12 days ago
Liverpool
Churchill Frank
Salary: £50000 - £60000 per annum + benefits
Posted: 13 days ago
Chester, Cheshire
MBNA
Posted: 19 days ago
Manchester, Lancashire
Asset Resourcing
Salary: £28000 - £38000 per annum + bens
Posted: 21 days ago