The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
North West / Manchester
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 181 168 174
Rank change year-on-year -13 +6  
Permanent jobs citing Data Mining 23 15 11
As % of all permanent IT jobs advertised in Manchester 0.56% 0.43% 0.33%
As % of the Database & Business Intelligence category 1.61% 1.35% 0.93%
Number of salaries quoted 21 11 11
Median salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11%  
90% offered a salary of more than £30,000 £40,000 £36,000
10% offered a salary of more than £70,000 £40,000 £60,000
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Manchester
Permanent job vacancies with a requirement for database and business intelligence skills 1426 1110 1185
As % of all permanent IT job vacancies advertised in Manchester 34.49% 32.14% 35.46%
Number of salaries quoted 1252 995 1035
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Manchester.

Salary trend for Data Mining in Manchester

Data Mining
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Mining in Manchester over the 3 months to 25 June 2017.

Salary histogram for Data Mining 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 25 June 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 - 4 £30,000 -
Data Mining
North West

For the 6 months to 25 June 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 (71.88%) SQL
2 20 (62.50%) Analytics
3 17 (53.13%) Big Data
4 16 (50.00%) Machine Learning
5 15 (46.88%) Python
5 15 (46.88%) Analytical Skills
6 14 (43.75%) Data Analytics
6 14 (43.75%) SAS
7 12 (37.50%) R
7 12 (37.50%) Hadoop
8 9 (28.13%) Data Analysis
8 9 (28.13%) Mathematics
8 9 (28.13%) Data Modelling
8 9 (28.13%) SPSS
8 9 (28.13%) Relational Database
9 8 (25.00%) Apache Spark
9 8 (25.00%) PhD
9 8 (25.00%) Statistics
9 8 (25.00%) Open Source
9 8 (25.00%) Apache Hive
10 7 (21.88%) Cluster Analysis
10 7 (21.88%) MATLAB
10 7 (21.88%) Algorithms
10 7 (21.88%) Statistical Modelling
11 6 (18.75%) Project Management
11 6 (18.75%) Data Warehouse
11 6 (18.75%) Data Management
11 6 (18.75%) Statistical Analysis
12 5 (15.63%) Marketing
12 5 (15.63%) Predictive Modelling

Data Mining
Co-occurring 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 14 (43.75%) SAS
2 8 (25.00%) Apache Spark
3 3 (9.38%) Apache Pig
4 2 (6.25%) Tomcat
Applications
1 9 (28.13%) SPSS
2 3 (9.38%) Microsoft Excel
2 3 (9.38%) Microsoft PowerPoint
2 3 (9.38%) S-PLUS
2 3 (9.38%) Stata
Cloud Services
1 1 (3.13%) Google Cloud Platform
Database & Business Intelligence
1 17 (53.13%) Big Data
2 12 (37.50%) Hadoop
3 9 (28.13%) Relational Database
4 8 (25.00%) Apache Hive
5 6 (18.75%) Data Warehouse
6 5 (15.63%) SQL Server
7 4 (12.50%) Text Mining
8 3 (9.38%) Apache Cassandra
8 3 (9.38%) HBase
8 3 (9.38%) NoSQL
8 3 (9.38%) RDBMS
9 2 (6.25%) MongoDB
9 2 (6.25%) MySQL
9 2 (6.25%) SQL Server Analysis Services
10 1 (3.13%) Base SAS
10 1 (3.13%) BigQuery
10 1 (3.13%) Data Mart
10 1 (3.13%) Oracle Database
10 1 (3.13%) SAS Enterprise Guide
10 1 (3.13%) SQL Server 2008
Development Applications
1 2 (6.25%) Talend Open Studio
General
1 5 (15.63%) Finance
1 5 (15.63%) Marketing
2 4 (12.50%) Retail
3 3 (9.38%) Advertising
4 2 (6.25%) Banking
5 1 (3.13%) Automotive
Job Titles
1 19 (59.38%) Data Scientist
2 6 (18.75%) Analyst
3 4 (12.50%) Senior Data Scientist
4 3 (9.38%) Data Analytics Scientist
4 3 (9.38%) Data Engineer
4 3 (9.38%) Developer
4 3 (9.38%) Machine Learning Scientist
5 2 (6.25%) Insight Analyst
5 2 (6.25%) Java Developer
6 1 (3.13%) Banking Analyst
6 1 (3.13%) Data Manager
6 1 (3.13%) Data Warehouse Developer
6 1 (3.13%) Java Applications Developer
6 1 (3.13%) Java Web Developer
6 1 (3.13%) Oracle DBA
6 1 (3.13%) SAS Consultant
6 1 (3.13%) SQL DBA
6 1 (3.13%) SQL Developer
6 1 (3.13%) Teradata Developer
6 1 (3.13%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 3 (9.38%) Natural Language Processing
2 2 (6.25%) CSS
3 1 (3.13%) CSS3
3 1 (3.13%) Hibernate
3 1 (3.13%) HTML
3 1 (3.13%) HTML5
3 1 (3.13%) JAXB
3 1 (3.13%) JSON
3 1 (3.13%) JSP
3 1 (3.13%) Node.js
3 1 (3.13%) POSIX
3 1 (3.13%) Spring
3 1 (3.13%) Spring MVC
3 1 (3.13%) Web Services
3 1 (3.13%) XML
Miscellaneous
1 15 (46.88%) Analytical Skills
2 7 (21.88%) Algorithms
3 5 (15.63%) Computer Science
4 1 (3.13%) Clustering
4 1 (3.13%) Management Information System
4 1 (3.13%) User Experience
Operating Systems
1 4 (12.50%) Linux
2 1 (3.13%) Debian
2 1 (3.13%) Unix
2 1 (3.13%) Windows
Processes & Methodologies
1 20 (62.50%) Analytics
2 16 (50.00%) Machine Learning
3 14 (43.75%) Data Analytics
4 9 (28.13%) Data Analysis
4 9 (28.13%) Data Modelling
4 9 (28.13%) Mathematics
5 8 (25.00%) Open Source
5 8 (25.00%) Statistics
6 7 (21.88%) Cluster Analysis
6 7 (21.88%) Statistical Modelling
7 6 (18.75%) Data Management
7 6 (18.75%) Project Management
7 6 (18.75%) Statistical Analysis
8 5 (15.63%) E-Commerce
8 5 (15.63%) ETL
8 5 (15.63%) Predictive Modelling
8 5 (15.63%) Stakeholder Management
8 5 (15.63%) Visualisation
9 4 (12.50%) Digital Analytics
9 4 (12.50%) Master Data Management
Programming Languages
1 23 (71.88%) SQL
2 15 (46.88%) Python
3 12 (37.50%) R
4 7 (21.88%) MATLAB
5 3 (9.38%) Java
5 3 (9.38%) JavaScript
6 2 (6.25%) C++
7 1 (3.13%) C
7 1 (3.13%) Delphi
7 1 (3.13%) PL/SQL
7 1 (3.13%) Shell Script
7 1 (3.13%) T-SQL
Qualifications
1 8 (25.00%) PhD
2 4 (12.50%) Degree
3 2 (6.25%) Computer Science Degree
3 2 (6.25%) Master's Degree
4 1 (3.13%) Microsoft Certification
4 1 (3.13%) Numerate Degree
System Software
1 1 (3.13%) Oracle RAC
Vendors
1 3 (9.38%) Google
1 3 (9.38%) Splunk
2 2 (6.25%) Informatica
2 2 (6.25%) Talend
2 2 (6.25%) Vertica
3 1 (3.13%) Microsoft
3 1 (3.13%) Oracle
3 1 (3.13%) Tableau
3 1 (3.13%) Teradata
Manchester
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 5 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 19 days ago