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

Location
3 months to
22 Oct 2014
Same period 2013 Same period 2012
Data Mining
Rank 183 189 226
Rank change year-on-year
+6 +37
Permanent jobs citing Data Mining 67 48 27
As % of all permanent IT jobs located in the North West 0.90% 0.71% 0.37%
As % of the Database & Business Intelligence category 2.47% 1.88% 0.99%
Number of salaries quoted 52 45 25
Average salary £40,000 £46,500 £37,500
Average salary % change year-on-year
-13.97% +24.00%
90% offered a salary of more than £27,500 £27,500 £27,700
10% offered a salary of more than £54,750 £62,700 £56,700
UK excluding London average salary £42,500 £40,000 £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
2711 2547 2733
As % of all permanent IT jobs located in the North West 36.51% 37.62% 37.64%
Number of salaries quoted 2302 2229 2451
Average salary £39,500 £37,500 £35,000
Average salary % change year-on-year
+5.33% +7.14%
90% offered a salary of more than £27,500 £26,500 £25,000
10% offered a salary of more than £54,300 £47,500 £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 22 October 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 October 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 +20 56 £38,500 -17.20% 2
Merseyside +15 6 £50,000 +56.25% 1
Cheshire -25 5 £48,750 -0.51% 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 22 October 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 73 (68.87%) SQL
2 46 (43.40%) Business Intelligence
3 44 (41.51%) SQL Server Reporting Services
4 43 (40.57%) Finance
4 43 (40.57%) SQL Server Integration Services
4 43 (40.57%) SQL Server Analysis Services
5 42 (39.62%) Data Analysis
6 37 (34.91%) Analytical Skills
7 34 (32.08%) Degree
8 33 (31.13%) Data Warehouse
8 33 (31.13%) CRM
9 32 (30.19%) Analytics
10 29 (27.36%) MS Excel
11 25 (23.58%) SAS
11 25 (23.58%) Campaign Management
12 22 (20.75%) Agile Software Development
13 21 (19.81%) PowerPivot
14 20 (18.87%) SQL Server
15 19 (17.92%) SharePoint
15 19 (17.92%) Relational Database
16 18 (16.98%) Microsoft
16 18 (16.98%) Web Analytics
16 18 (16.98%) Google
16 18 (16.98%) Google Analytics
17 17 (16.04%) Marketing
18 16 (15.09%) Statistics
18 16 (15.09%) E-Commerce
18 16 (15.09%) Data Modelling
18 16 (15.09%) R
19 15 (14.15%) Data Cleansing

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

For the 6 months to 22 October 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 25 (23.58%) SAS
2 19 (17.92%) SharePoint
3 5 (4.72%) Apache
3 5 (4.72%) Apache Pig
4 2 (1.89%) Oracle Coherence
Applications
1 29 (27.36%) MS Excel
2 21 (19.81%) PowerPivot
3 15 (14.15%) SPSS
4 14 (13.21%) MS Office
5 11 (10.38%) Spreadsheet
Business Applications
1 18 (16.98%) Google Analytics
Cloud Services
1 5 (4.72%) Cloud Computing
1 5 (4.72%) Amazon EC2
1 5 (4.72%) Amazon AWS
1 5 (4.72%) Amazon EMR
Communications & Networking
1 4 (3.77%) SMS
2 2 (1.89%) Intrusion Detection
Database & Business Intelligence
1 44 (41.51%) SQL Server Reporting Services
2 43 (40.57%) SQL Server Integration Services
2 43 (40.57%) SQL Server Analysis Services
3 33 (31.13%) Data Warehouse
4 20 (18.87%) SQL Server
5 19 (17.92%) Relational Database
6 15 (14.15%) SQL Server 2008
7 11 (10.38%) DB2
7 11 (10.38%) OLAP
8 9 (8.49%) Big Data
9 6 (5.66%) Hadoop
9 6 (5.66%) RDBMS
10 5 (4.72%) Apache Hive
10 5 (4.72%) MongoDB
10 5 (4.72%) Apache Cassandra
10 5 (4.72%) NoSQL
10 5 (4.72%) HBase
10 5 (4.72%) Sqoop
10 5 (4.72%) Triplestore
11 3 (2.83%) SAP Data Services
Development Applications
1 11 (10.38%) Team Foundation Server
2 1 (0.94%) Visual Studio
General
1 43 (40.57%) Finance
2 17 (16.04%) Marketing
3 12 (11.32%) Banking
4 4 (3.77%) Advertising
5 3 (2.83%) Financial Institution
6 1 (0.94%) Retail
6 1 (0.94%) Legal
Job Titles
1 55 (51.89%) Analyst
2 24 (22.64%) Developer
3 22 (20.75%) Business Intelligence Developer
3 22 (20.75%) Data Analyst
4 13 (12.26%) CRM Analyst
5 12 (11.32%) Marketing Analyst
6 11 (10.38%) Senior Analyst
6 11 (10.38%) Consultant
7 10 (9.43%) Business Intelligence Consultant
7 10 (9.43%) Senior Data Analyst
8 9 (8.49%) Insight Analyst
8 9 (8.49%) Senior Insight Analyst
9 8 (7.55%) Data Mining Analyst
10 7 (6.60%) Web Analyst
11 6 (5.66%) Senior Developer
12 5 (4.72%) Architect
12 5 (4.72%) Data Architect
12 5 (4.72%) Solutions Architect
12 5 (4.72%) Data Scientist
12 5 (4.72%) Big Data Architect
Libraries, Frameworks & Software Standards
1 5 (4.72%) Web Services
2 1 (0.94%) .NET
2 1 (0.94%) MDX
Miscellaneous
1 37 (34.91%) Analytical Skills
2 16 (15.09%) Statistics
3 11 (10.38%) Mathematics
4 10 (9.43%) Data Extraction
5 9 (8.49%) Visualisation
6 5 (4.72%) Open Source
7 3 (2.83%) Management Information System
8 1 (0.94%) Freedom of Information
8 1 (0.94%) Economics
8 1 (0.94%) Tandem
8 1 (0.94%) Replication
8 1 (0.94%) Clustering
8 1 (0.94%) Computer Science
8 1 (0.94%) Social Media
8 1 (0.94%) Algorithms
Operating Systems
1 7 (6.60%) Linux
2 6 (5.66%) UNIX
3 3 (2.83%) Windows
Processes & Methodologies
1 46 (43.40%) Business Intelligence
2 42 (39.62%) Data Analysis
3 33 (31.13%) CRM
4 32 (30.19%) Analytics
5 25 (23.58%) Campaign Management
6 22 (20.75%) Agile Software Development
7 18 (16.98%) Web Analytics
8 16 (15.09%) E-Commerce
8 16 (15.09%) Data Modelling
9 15 (14.15%) Data Cleansing
10 13 (12.26%) GAP Analysis
10 13 (12.26%) Direct Marketing
11 11 (10.38%) Digital Marketing
11 11 (10.38%) Pay per click
11 11 (10.38%) SEO
11 11 (10.38%) Data-Driven Marketing
12 10 (9.43%) Coaching
12 10 (9.43%) Data Architecture
13 8 (7.55%) ETL
14 6 (5.66%) Data Security
Programming Languages
1 73 (68.87%) SQL
2 16 (15.09%) R
3 11 (10.38%) VB
4 9 (8.49%) Java
5 6 (5.66%) Python
6 5 (4.72%) Perl
6 5 (4.72%) PHP
7 2 (1.89%) T-SQL
7 2 (1.89%) VBA
8 1 (0.94%) C++
8 1 (0.94%) PowerHouse
8 1 (0.94%) Scala
Qualifications
1 34 (32.08%) Degree
2 3 (2.83%) Security Cleared
3 1 (0.94%) PhD
3 1 (0.94%) ISEB
3 1 (0.94%) ISTQB
Quality Assurance & Compliance
1 1 (0.94%) QA
System Software
1 5 (4.72%) Apache Flume
2 2 (1.89%) Snort
Systems Management
1 5 (4.72%) Opscode Chef
Vendors
1 18 (16.98%) Microsoft
1 18 (16.98%) Google
2 11 (10.38%) Coremetrics
2 11 (10.38%) Oracle
3 7 (6.60%) Tealeaf
3 7 (6.60%) ClickTale
4 5 (4.72%) Hitachi
5 3 (2.83%) Teradata
5 3 (2.83%) Tableau
6 2 (1.89%) Kalido
6 2 (1.89%) Sourcefire
6 2 (1.89%) SAP
7 1 (0.94%) Business Objects
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 13 hours ago
Macclesfield, Cheshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 2 days ago
Liverpool
KDR Recruitment
Salary: £32000 - £45000 per annum + Excellent Benefits/Bonus
Posted: 2 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 5 days ago