The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Mining
North West / Manchester
Rank 187 169 181
Rank change year-on-year
-18 +12
Permanent jobs citing Data Mining 15 12 14
As % of all permanent IT jobs located in Manchester 0.40% 0.36% 0.36%
As % of the Database & Business Intelligence category 1.17% 1.16% 1.08%
Number of salaries quoted 11 6 13
Median salary £30,000 £30,500 £40,000
Median salary % change year-on-year
-1.63% -23.75%
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 Manchester region.

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1286 1038 1301
As % of all permanent IT jobs located in Manchester 33.92% 31.18% 33.17%
Number of salaries quoted 1094 903 1139
Median salary £40,000 £42,500 £37,500
Median salary % change year-on-year
-5.88% +13.33%
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Manchester

Data Mining
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Manchester region.

Data Mining Salary Trend in Manchester

Data Mining
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Mining across the Manchester region over the 3 months to 26 February 2017.

Data Mining Salary Histogram in Manchester

Data Mining
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Manchester region over the 3 months to 26 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport +9 2 £29,500 +18.00%
Salford - 2 - -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 26 February 2017, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Manchester region with a requirement for Data Mining.

1 23 (50.00%) Python
1 23 (50.00%) Machine Learning
2 22 (47.83%) Analytics
3 21 (45.65%) R
3 21 (45.65%) SQL
4 20 (43.48%) Statistics
5 18 (39.13%) Mathematics
5 18 (39.13%) SAS
6 16 (34.78%) SQL Server
7 15 (32.61%) Stata
8 14 (30.43%) Computer Science
8 14 (30.43%) ETL
8 14 (30.43%) Data Analytics
9 13 (28.26%) Statistical Modelling
10 12 (26.09%) Cluster Analysis
10 12 (26.09%) Agile Software Development
10 12 (26.09%) Data Warehouse
10 12 (26.09%) Big Data
11 10 (21.74%) Relational Database
11 10 (21.74%) Bayesian Methods
11 10 (21.74%) Neuroscience
11 10 (21.74%) MS Excel
11 10 (21.74%) Business Intelligence
11 10 (21.74%) MySQL
11 10 (21.74%) Finance
11 10 (21.74%) Neural Network
11 10 (21.74%) Stochastic Modelling
12 9 (19.57%) Data Analysis
12 9 (19.57%) E-Commerce
12 9 (19.57%) Analytical Skills

Data Mining
Top Related IT Skills in Manchester by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 18 (39.13%) SAS
2 4 (8.70%) Apache Spark
2 4 (8.70%) IIS
2 4 (8.70%) SharePoint
3 3 (6.52%) CICS
4 2 (4.35%) Apache Pig
Applications
1 15 (32.61%) Stata
2 10 (21.74%) MS Excel
3 6 (13.04%) SPSS
4 2 (4.35%) S-PLUS
5 1 (2.17%) Spreadsheet
Business Applications
1 2 (4.35%) Cognos Business Intelligence
Cloud Services
1 1 (2.17%) Google Analytics
Database & Business Intelligence
1 16 (34.78%) SQL Server
2 12 (26.09%) Big Data
2 12 (26.09%) Data Warehouse
3 10 (21.74%) MySQL
3 10 (21.74%) Relational Database
4 8 (17.39%) Hadoop
5 7 (15.22%) MS Access
5 7 (15.22%) SQL Server Integration Services
5 7 (15.22%) SQL Server Reporting Services
6 6 (13.04%) Power BI
6 6 (13.04%) PowerPivot
6 6 (13.04%) SQL Server 2012
6 6 (13.04%) SQL Server 2014
6 6 (13.04%) SQL Server Analysis Services
7 3 (6.52%) DataStage
7 3 (6.52%) DB2
7 3 (6.52%) MongoDB
8 2 (4.35%) Apache Cassandra
8 2 (4.35%) NoSQL
8 2 (4.35%) RDBMS
Development Applications
1 3 (6.52%) Talend Open Studio
General
1 10 (21.74%) Finance
2 6 (13.04%) Legal
3 4 (8.70%) Banking
3 4 (8.70%) Law
4 1 (2.17%) Automotive
4 1 (2.17%) Games
4 1 (2.17%) Retail
Job Titles
1 26 (56.52%) Data Scientist
2 6 (13.04%) Analyst
3 5 (10.87%) Business Intelligence Developer
3 5 (10.87%) Developer
3 5 (10.87%) Senior Business Intelligence Developer
3 5 (10.87%) Senior Developer
4 4 (8.70%) Architect
4 4 (8.70%) Business Architect
4 4 (8.70%) Systems Architect
5 3 (6.52%) Data Analyst
5 3 (6.52%) Data Engineer
5 3 (6.52%) Data Manager
5 3 (6.52%) Junior
5 3 (6.52%) Junior Data Scientist
5 3 (6.52%) Test Manager
6 2 (4.35%) ETL Analyst
6 2 (4.35%) Information Architect
6 2 (4.35%) Information Systems Architect
6 2 (4.35%) SQL Analyst
6 2 (4.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (13.04%) MDX
2 3 (6.52%) Natural Language Processing
3 1 (2.17%) Web Services
3 1 (2.17%) XML
Miscellaneous
1 14 (30.43%) Computer Science
2 9 (19.57%) Analytical Skills
3 5 (10.87%) Algorithms
4 3 (6.52%) Mainframe
4 3 (6.52%) Social Media
4 3 (6.52%) VSAM
5 2 (4.35%) Management Information System
6 1 (2.17%) Smartphone
Operating Systems
1 5 (10.87%) Linux
2 2 (4.35%) Unix
Processes & Methodologies
1 23 (50.00%) Machine Learning
2 22 (47.83%) Analytics
3 20 (43.48%) Statistics
4 18 (39.13%) Mathematics
5 14 (30.43%) Data Analytics
5 14 (30.43%) ETL
6 13 (28.26%) Statistical Modelling
7 12 (26.09%) Agile Software Development
7 12 (26.09%) Cluster Analysis
8 10 (21.74%) Bayesian Methods
8 10 (21.74%) Business Intelligence
8 10 (21.74%) Neural Network
8 10 (21.74%) Neuroscience
8 10 (21.74%) Stochastic Modelling
9 9 (19.57%) Data Analysis
9 9 (19.57%) E-Commerce
10 7 (15.22%) Physics
11 6 (13.04%) Visualisation
12 5 (10.87%) Predictive Modelling
12 5 (10.87%) Validation
Programming Languages
1 23 (50.00%) Python
2 21 (45.65%) R
2 21 (45.65%) SQL
3 6 (13.04%) T-SQL
4 3 (6.52%) C#
4 3 (6.52%) COBOL
4 3 (6.52%) Java
4 3 (6.52%) JCL
5 2 (4.35%) C++
5 2 (4.35%) MATLAB
5 2 (4.35%) VBA
6 1 (2.17%) JavaScript
6 1 (2.17%) VB
Qualifications
1 6 (13.04%) Degree
1 6 (13.04%) PhD
Quality Assurance & Compliance
1 3 (6.52%) Data Quality
2 1 (2.17%) QA
Vendors
1 7 (15.22%) Microsoft
2 6 (13.04%) Informatica
2 6 (13.04%) Tableau
3 5 (10.87%) IBM
4 4 (8.70%) JD Edwards
5 3 (6.52%) Cognizant
5 3 (6.52%) Oracle
5 3 (6.52%) Talend
5 3 (6.52%) Vertica
6 2 (4.35%) Cognos
6 2 (4.35%) Google
6 2 (4.35%) Splunk
Manchester, Lancashire
Applause IT Innovation
Salary: £28000 - £40000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
PwC
Salary: Competitive
Posted: 25 days ago