The following table provides summary statistics for permanent job vacancies advertised in Reading 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Berkshire / Reading
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 95 126 150
Rank change year-on-year +31 +24  
Permanent jobs citing Data Mining 11 13 1
As % of all permanent IT jobs advertised in Reading 0.88% 0.66% 0.041%
As % of the Database & Business Intelligence category 3.46% 2.16% 0.18%
Number of salaries quoted 0 12 1
Median salary - £60,000 £35,000
Median salary % change year-on-year - +71.42%  
UK excluding London median salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75%  

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 Reading with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Reading
Permanent job vacancies with a requirement for database and business intelligence skills 318 603 561
As % of all permanent IT job vacancies advertised in Reading 25.54% 30.83% 23.11%
Number of salaries quoted 230 544 484
Median salary £47,500 £45,000 £52,500
Median salary % change year-on-year +5.55% -14.28%  
90% offered a salary of more than £32,550 £32,500 £32,800
10% offered a salary of more than £65,000 £73,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading 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 Reading

Data Mining
Salary Trend in Reading

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

Salary trend for Data Mining in Reading

For the 6 months to 28 March 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 Reading region with a requirement for Data Mining.

1 12 (92.31%) Degree
1 12 (92.31%) Mentoring
2 11 (84.62%) Algorithms
2 11 (84.62%) Social Media
2 11 (84.62%) NoSQL
2 11 (84.62%) HBase
2 11 (84.62%) Big Data
2 11 (84.62%) Oracle
2 11 (84.62%) Virtual Team
3 8 (61.54%) SQL
4 7 (53.85%) Data Analysis
4 7 (53.85%) Actionable Insight
5 6 (46.15%) Statistical Analysis
5 6 (46.15%) Statistics
5 6 (46.15%) Machine Learning
5 6 (46.15%) scikit-learn
6 5 (38.46%) Apache Spark
6 5 (38.46%) Relational Database
6 5 (38.46%) Kafka
6 5 (38.46%) Data Visualisation
6 5 (38.46%) REST
6 5 (38.46%) Apache Hive
6 5 (38.46%) Hadoop
6 5 (38.46%) Visualisation
6 5 (38.46%) Software Architecture
6 5 (38.46%) QA
6 5 (38.46%) Data Cleansing
6 5 (38.46%) Software Engineering
6 5 (38.46%) Agile Software Development
6 5 (38.46%) Regression Testing

Data Mining
Co-occurring IT Skills in Reading 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 5 (38.46%) Apache Spark
Applications
1 1 (7.69%) MS Excel
Database & Business Intelligence
1 11 (84.62%) Big Data
1 11 (84.62%) HBase
1 11 (84.62%) NoSQL
2 5 (38.46%) Apache Hive
2 5 (38.46%) Hadoop
2 5 (38.46%) Relational Database
3 1 (7.69%) Data Warehouse
3 1 (7.69%) SQL Server
3 1 (7.69%) SQL Server 2000
3 1 (7.69%) SQL Server 2005
3 1 (7.69%) SQL Server 2008
3 1 (7.69%) SQL Server 2012
3 1 (7.69%) SQL Server 2014
3 1 (7.69%) SQL Server Integration Services
3 1 (7.69%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) Team Foundation Server
General
1 2 (15.38%) Finance
2 1 (7.69%) Marketing
2 1 (7.69%) Publishing
Job Titles
1 6 (46.15%) Data Scientist
2 5 (38.46%) Big Data Engineer
2 5 (38.46%) Data Engineer
3 1 (7.69%) Analyst
3 1 (7.69%) Automation Analyst
3 1 (7.69%) DBA
3 1 (7.69%) Marketing Analyst
3 1 (7.69%) SQL DBA
Libraries, Frameworks & Software Standards
1 6 (46.15%) scikit-learn
2 5 (38.46%) Kafka
2 5 (38.46%) REST
2 5 (38.46%) Web Services
3 1 (7.69%) COM
Miscellaneous
1 11 (84.62%) Algorithms
1 11 (84.62%) Social Media
1 11 (84.62%) Virtual Team
Operating Systems
1 1 (7.69%) Windows
1 1 (7.69%) Windows Server
Processes & Methodologies
1 12 (92.31%) Mentoring
2 7 (53.85%) Actionable Insight
2 7 (53.85%) Data Analysis
3 6 (46.15%) Machine Learning
3 6 (46.15%) Statistical Analysis
3 6 (46.15%) Statistics
4 5 (38.46%) Agile Software Development
4 5 (38.46%) Data Cleansing
4 5 (38.46%) Data Visualisation
4 5 (38.46%) Regression Testing
4 5 (38.46%) Software Architecture
4 5 (38.46%) Software Engineering
4 5 (38.46%) Visualisation
5 2 (15.38%) Analytics
5 2 (15.38%) Business Intelligence
6 1 (7.69%) Data Validation
6 1 (7.69%) DevOps
6 1 (7.69%) High Availability
6 1 (7.69%) Performance Metrics
6 1 (7.69%) Performance Tuning
Programming Languages
1 8 (61.54%) SQL
2 1 (7.69%) T-SQL
Qualifications
1 12 (92.31%) Degree
2 1 (7.69%) MCSA
2 1 (7.69%) Microsoft Certification
Quality Assurance & Compliance
1 5 (38.46%) QA
System Software
1 1 (7.69%) Active Directory
Vendors
1 11 (84.62%) Oracle
2 2 (15.38%) Microsoft
3 1 (7.69%) Marketo
3 1 (7.69%) Salesforce.com
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 11 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 11 days ago