The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
West Midlands > Birmingham
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 130 141 -
Rank change year-on-year +11 -  
Permanent jobs citing Data Mining 1 1 0
As % of all permanent IT jobs advertised in Birmingham 0.051% 0.042% -
As % of the Database & Business Intelligence category 0.19% 0.20% -
Number of salaries quoted 1 1 0
Birmingham median annual salary £29,000 £33,500 -
Median salary % change year-on-year -13.43% -  
West Midlands median annual salary £32,000 £46,250 -
% change year-on-year -30.81% -  

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 Birmingham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Birmingham
Permanent job vacancies with a requirement for database and business intelligence skills 538 499 558
As % of all permanent IT job vacancies advertised in Birmingham 27.58% 21.14% 27.26%
Number of salaries quoted 1130 876 1094
Birmingham median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
10th Percentile £32,500 £26,250 £26,250
90th Percentile £58,750 £57,500 £57,875
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Data Mining
Job Vacancy Trend in Birmingham

Job postings citing Data Mining as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Data Mining in Birmingham

Data Mining
Salary Trend in Birmingham

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

Salary trend for Data Mining in Birmingham

For the 6 months to 29 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 Birmingham region with a requirement for Data Mining.

1 3 (50.00%) SQL
1 3 (50.00%) SAS
1 3 (50.00%) Data Analysis
1 3 (50.00%) MongoDB
2 2 (33.33%) Scala
2 2 (33.33%) Hadoop
2 2 (33.33%) Visualisation
2 2 (33.33%) Retail
2 2 (33.33%) Lucene
2 2 (33.33%) Data Visualisation
2 2 (33.33%) Tableau
2 2 (33.33%) Big Data
2 2 (33.33%) Analytical Skills
2 2 (33.33%) Microsoft Excel
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Cluster Analysis
2 2 (33.33%) Business Intelligence
2 2 (33.33%) Microsoft
2 2 (33.33%) SPSS
2 2 (33.33%) Java
2 2 (33.33%) SQL Server
2 2 (33.33%) OLAP
2 2 (33.33%) Apache
2 2 (33.33%) ETL
3 1 (16.67%) Python
3 1 (16.67%) JUnit
3 1 (16.67%) PL/SQL
3 1 (16.67%) MySQL
3 1 (16.67%) Oracle
3 1 (16.67%) MVC

Data Mining
Co-occurring IT Skills in Birmingham 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 3 (50.00%) SAS
2 2 (33.33%) Apache
3 1 (16.67%) Apache Pig
3 1 (16.67%) Apache Solr
3 1 (16.67%) Apache Spark
3 1 (16.67%) Elasticsearch
Applications
1 2 (33.33%) Microsoft Excel
1 2 (33.33%) SPSS
Database & Business Intelligence
1 3 (50.00%) MongoDB
2 2 (33.33%) Big Data
2 2 (33.33%) Hadoop
2 2 (33.33%) OLAP
2 2 (33.33%) SQL Server
3 1 (16.67%) Apache Cassandra
3 1 (16.67%) Apache Hive
3 1 (16.67%) Base SAS
3 1 (16.67%) Data Warehouse
3 1 (16.67%) Impala
3 1 (16.67%) MySQL
3 1 (16.67%) NoSQL
3 1 (16.67%) OLAP Cube
3 1 (16.67%) Oracle OLAP
3 1 (16.67%) Pentaho
3 1 (16.67%) QlikView
3 1 (16.67%) Relational Database
3 1 (16.67%) Riak
3 1 (16.67%) SAS Data Integration Studio
3 1 (16.67%) SAS Enterprise Guide
Development Applications
1 1 (16.67%) JUnit
1 1 (16.67%) TestNG
General
1 2 (33.33%) Retail
2 1 (16.67%) Finance
2 1 (16.67%) Legal
2 1 (16.67%) Marketing
Job Titles
1 3 (50.00%) Analyst
2 2 (33.33%) Insight Analyst
3 1 (16.67%) Big Data Engineer
3 1 (16.67%) Business Intelligence Developer
3 1 (16.67%) Data Analyst
3 1 (16.67%) Data Engineer
3 1 (16.67%) Data Insight Analyst
3 1 (16.67%) Data Scientist
3 1 (16.67%) Developer
3 1 (16.67%) Insight Data Analyst
3 1 (16.67%) SQL Analyst
3 1 (16.67%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (33.33%) Lucene
2 1 (16.67%) Natural Language Processing
2 1 (16.67%) Regular Expression
2 1 (16.67%) Samza
Miscellaneous
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Fintech
2 1 (16.67%) User Experience
Processes & Methodologies
1 3 (50.00%) Data Analysis
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Business Intelligence
2 2 (33.33%) Cluster Analysis
2 2 (33.33%) Data Visualisation
2 2 (33.33%) ETL
2 2 (33.33%) Visualisation
3 1 (16.67%) Analytics
3 1 (16.67%) BDD
3 1 (16.67%) Business Analytics
3 1 (16.67%) Data Extraction
3 1 (16.67%) Data Transformation
3 1 (16.67%) Digital Marketing
3 1 (16.67%) Mathematics
3 1 (16.67%) MVC
3 1 (16.67%) OCR
3 1 (16.67%) Scrum
3 1 (16.67%) Statistical Analysis
3 1 (16.67%) TDD
3 1 (16.67%) Waterfall
Programming Languages
1 3 (50.00%) SQL
2 2 (33.33%) Java
2 2 (33.33%) Scala
3 1 (16.67%) PL/SQL
3 1 (16.67%) Python
3 1 (16.67%) R
Qualifications
1 1 (16.67%) Degree
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
1 1 (16.67%) QA
System Software
1 1 (16.67%) Apache ZooKeeper
1 1 (16.67%) HDFS
Systems Management
1 1 (16.67%) Hadoop YARN
Vendors
1 2 (33.33%) Microsoft
1 2 (33.33%) Tableau
2 1 (16.67%) Oracle
2 1 (16.67%) Vertica
Birmingham, West Midlands (County)
Redrock Consulting Ltd
Salary: £30000.00 per annum
Posted: 2 days ago
Birmingham
Robert Walters UK
Salary: £28000 - £30000 per annum
Posted: 27 days ago