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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 225 201 243
Rank change year-on-year
-24 +42
Permanent jobs citing Data Mining 25 43 33
As % of all permanent IT jobs located in the North West 0.34% 0.63% 0.41%
As % of the Database & Business Intelligence category 1.04% 1.67% 1.04%
Number of salaries quoted 25 36 33
Average salary £45,000 £32,500 £51,500
Average salary % change year-on-year
+38.46% -36.89%
90% offered a salary of more than £37,500 £22,427 £32,500
10% offered a salary of more than £64,000 £49,500 £62,250
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%
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
2410 2573 3188
As % of all permanent IT jobs located in the North West 32.71% 37.88% 39.97%
Number of salaries quoted 2098 2245 2915
Average salary £39,000 £37,500 £37,500
Average salary % change year-on-year
+4.00% -
90% offered a salary of more than £27,650 £26,500 £25,000
10% offered a salary of more than £54,000 £50,000 £55,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 19 December 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 19 December 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 -16 17 £40,000 +23.07% 2
Cheshire -14 5 £65,000 +32.65%
Merseyside +10 2 £47,500 +48.43%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 19 December 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 (66.97%) SQL
2 45 (41.28%) SQL Server Integration Services
2 45 (41.28%) SQL Server Reporting Services
2 45 (41.28%) Business Intelligence
3 44 (40.37%) Data Analysis
3 44 (40.37%) Finance
4 43 (39.45%) SQL Server Analysis Services
5 40 (36.70%) Analytical Skills
6 35 (32.11%) CRM
7 34 (31.19%) Degree
8 32 (29.36%) Data Warehouse
9 31 (28.44%) Analytics
10 28 (25.69%) Campaign Management
10 28 (25.69%) MS Excel
11 25 (22.94%) Agile Software Development
12 24 (22.02%) PowerPivot
13 23 (21.10%) SAS
14 22 (20.18%) SharePoint
15 21 (19.27%) SQL Server
16 20 (18.35%) Data Modelling
17 18 (16.51%) SQL Server 2008
17 18 (16.51%) Data Cleansing
18 17 (15.60%) Marketing
19 16 (14.68%) Google Analytics
19 16 (14.68%) Web Analytics
19 16 (14.68%) Statistics
19 16 (14.68%) Relational Database
19 16 (14.68%) E-Commerce
19 16 (14.68%) Microsoft
19 16 (14.68%) Google

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

For the 6 months to 19 December 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 23 (21.10%) SAS
2 22 (20.18%) SharePoint
3 3 (2.75%) Apache
3 3 (2.75%) Apache Pig
4 2 (1.83%) Oracle Coherence
Applications
1 28 (25.69%) MS Excel
2 24 (22.02%) PowerPivot
3 15 (13.76%) MS Office
4 12 (11.01%) SPSS
5 11 (10.09%) Spreadsheet
6 2 (1.83%) MS Visio
Business Applications
1 16 (14.68%) Google Analytics
2 1 (0.92%) SAP BPC
Cloud Services
1 3 (2.75%) Cloud Computing
1 3 (2.75%) Amazon EC2
1 3 (2.75%) Amazon AWS
1 3 (2.75%) Amazon EMR
Communications & Networking
1 6 (5.50%) Intrusion Detection
2 4 (3.67%) SMS
Database & Business Intelligence
1 45 (41.28%) SQL Server Integration Services
1 45 (41.28%) SQL Server Reporting Services
2 43 (39.45%) SQL Server Analysis Services
3 32 (29.36%) Data Warehouse
4 21 (19.27%) SQL Server
5 18 (16.51%) SQL Server 2008
6 16 (14.68%) Relational Database
7 12 (11.01%) Big Data
8 11 (10.09%) DB2
9 10 (9.17%) OLAP
9 10 (9.17%) OLAP Cube
10 4 (3.67%) SAP Data Services
10 4 (3.67%) Hadoop
11 3 (2.75%) Apache Hive
11 3 (2.75%) MongoDB
11 3 (2.75%) Apache Cassandra
11 3 (2.75%) NoSQL
11 3 (2.75%) Sqoop
11 3 (2.75%) Triplestore
11 3 (2.75%) HBase
Development Applications
1 10 (9.17%) Team Foundation Server
General
1 44 (40.37%) Finance
2 17 (15.60%) Marketing
3 14 (12.84%) Banking
4 4 (3.67%) Advertising
5 2 (1.83%) Financial Institution
5 2 (1.83%) Billing
6 1 (0.92%) Retail
Job Titles
1 57 (52.29%) Analyst
2 26 (23.85%) Developer
2 26 (23.85%) Business Intelligence Developer
3 20 (18.35%) Data Analyst
4 13 (11.93%) CRM Analyst
5 12 (11.01%) Marketing Analyst
6 11 (10.09%) Senior Analyst
7 10 (9.17%) Consultant
7 10 (9.17%) Business Intelligence Consultant
7 10 (9.17%) Senior Data Analyst
7 10 (9.17%) Insight Analyst
8 9 (8.26%) Senior Insight Analyst
9 8 (7.34%) Data Mining Analyst
10 7 (6.42%) Architect
11 6 (5.50%) Data Scientist
12 5 (4.59%) Web Analyst
12 5 (4.59%) Solutions Architect
12 5 (4.59%) Data Architect
13 4 (3.67%) Senior Developer
13 4 (3.67%) MI Analyst
Libraries, Frameworks & Software Standards
1 3 (2.75%) Web Services
2 2 (1.83%) EDI
3 1 (0.92%) .NET
Miscellaneous
1 40 (36.70%) Analytical Skills
2 16 (14.68%) Statistics
3 12 (11.01%) Mathematics
4 10 (9.17%) Data Extraction
5 8 (7.34%) Visualisation
6 3 (2.75%) Open Source
7 2 (1.83%) Social Media
7 2 (1.83%) Enterprise Software
7 2 (1.83%) Algorithms
7 2 (1.83%) FMCG
7 2 (1.83%) Computer Science
8 1 (0.92%) Management Information System
8 1 (0.92%) Replication
8 1 (0.92%) Clustering
8 1 (0.92%) Tandem
Operating Systems
1 9 (8.26%) UNIX
1 9 (8.26%) Linux
2 6 (5.50%) Windows
Processes & Methodologies
1 45 (41.28%) Business Intelligence
2 44 (40.37%) Data Analysis
3 35 (32.11%) CRM
4 31 (28.44%) Analytics
5 28 (25.69%) Campaign Management
6 25 (22.94%) Agile Software Development
7 20 (18.35%) Data Modelling
8 18 (16.51%) Data Cleansing
9 16 (14.68%) Web Analytics
9 16 (14.68%) E-Commerce
10 13 (11.93%) GAP Analysis
11 12 (11.01%) Direct Marketing
11 12 (11.01%) Data Architecture
12 11 (10.09%) Digital Marketing
12 11 (10.09%) Pay per click
12 11 (10.09%) SEO
12 11 (10.09%) Data-Driven Marketing
13 10 (9.17%) Coaching
14 8 (7.34%) Anomaly Detection
15 7 (6.42%) ETL
Programming Languages
1 73 (66.97%) SQL
2 14 (12.84%) R
3 11 (10.09%) VB
4 6 (5.50%) Java
5 5 (4.59%) Python
6 3 (2.75%) Perl
6 3 (2.75%) PHP
7 2 (1.83%) PL/SQL
7 2 (1.83%) Scala
7 2 (1.83%) VBA
7 2 (1.83%) C++
Qualifications
1 34 (31.19%) Degree
2 3 (2.75%) Security Cleared
3 2 (1.83%) NVQ Level 3
3 2 (1.83%) PhD
4 1 (0.92%) ISEB
4 1 (0.92%) ISTQB
Quality Assurance & Compliance
1 1 (0.92%) QA
System Software
1 6 (5.50%) Snort
2 3 (2.75%) Apache Flume
Systems Management
1 3 (2.75%) Opscode Chef
Vendors
1 16 (14.68%) Microsoft
1 16 (14.68%) Google
2 11 (10.09%) Coremetrics
3 9 (8.26%) Oracle
4 6 (5.50%) Sourcefire
5 5 (4.59%) ClickTale
5 5 (4.59%) Tealeaf
6 4 (3.67%) Tableau
6 4 (3.67%) Teradata
7 3 (2.75%) SAP
7 3 (2.75%) Hitachi
8 2 (1.83%) Kalido
9 1 (0.92%) Business Objects
Manchester
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 3 days ago