Period
to 19 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 6 months to 19 April 2018 with a comparison to the same period in the previous 2 years.

Data Mining
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 202 212 213
Rank change year-on-year +10 +1 -3
Permanent jobs citing Data Mining 22 21 51
As % of all permanent IT jobs advertised in Leeds 0.43% 0.40% 0.78%
As % of the Database & Business Intelligence category 1.60% 1.28% 2.10%
Number of salaries quoted 19 21 32
Leeds median annual salary £39,000 £42,500 £40,000
Median salary % change year-on-year -8.24% +6.25% +23.08%
10th Percentile £31,000 £32,500 £31,250
90th Percentile £47,050 £57,500 £66,500
West Yorkshire median annual salary £38,250 £42,500 £40,000
% change year-on-year -10.00% +6.25% +23.08%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1,373 1,637 2,423
As % of all permanent IT jobs advertised in Leeds 26.62% 31.29% 36.86%
Number of salaries quoted 1,181 1,476 1,946
Leeds median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,500 £27,500 £27,500
90th Percentile £60,250 £60,000 £61,250
West Yorkshire median annual salary £42,500 £40,500 £40,000
% change year-on-year +4.94% +1.25% -

Data Mining
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Mining in Leeds

Data Mining
Salary Trend in Leeds

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

Salary trend for Data Mining in Leeds

Data Mining
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Mining in Leeds over the 6 months to 19 April 2018.

Salary histogram for Data Mining in Leeds

For the 6 months to 19 April 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Data Mining.

1 20 (90.91%) SQL
2 15 (68.18%) Business Intelligence
2 15 (68.18%) Analytics
3 14 (63.64%) Data Analytics
4 10 (45.45%) Data Warehouse
4 10 (45.45%) Data Analysis
4 10 (45.45%) Tableau
5 9 (40.91%) Microsoft
5 9 (40.91%) SAS
6 8 (36.36%) Microsoft Excel
6 8 (36.36%) Finance
6 8 (36.36%) SQL Server Reporting Services
7 7 (31.82%) SQL Server Integration Services
7 7 (31.82%) SQL Server Analysis Services
7 7 (31.82%) Visualisation
7 7 (31.82%) T-SQL
7 7 (31.82%) SQL Server
7 7 (31.82%) ETL
7 7 (31.82%) Statistical Modelling
7 7 (31.82%) Analytical Skills
8 6 (27.27%) Data Cleansing
8 6 (27.27%) Data Visualisation
9 5 (22.73%) Predictive Analytics
9 5 (22.73%) Data Management
9 5 (22.73%) Data Modelling
9 5 (22.73%) Cognos
9 5 (22.73%) Business Analytics
9 5 (22.73%) Data Transformation
10 4 (18.18%) Coaching
10 4 (18.18%) Problem-Solving

Data Mining
Co-occurring IT Skills in Leeds 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 9 (40.91%) SAS
2 1 (4.55%) Apache Spark
Applications
1 8 (36.36%) Microsoft Excel
Cloud Services
1 2 (9.09%) Google Cloud Platform
2 1 (4.55%) Amazon AWS
Database & Business Intelligence
1 10 (45.45%) Data Warehouse
2 8 (36.36%) SQL Server Reporting Services
3 7 (31.82%) SQL Server
3 7 (31.82%) SQL Server Analysis Services
3 7 (31.82%) SQL Server Integration Services
4 4 (18.18%) Power BI
5 2 (9.09%) Big Data
5 2 (9.09%) BigQuery
5 2 (9.09%) BusinessObjects
5 2 (9.09%) Crystal Reports
5 2 (9.09%) QlikView
5 2 (9.09%) SQL Server 2005
5 2 (9.09%) SQL Server 2008
5 2 (9.09%) SQL Server 2012
6 1 (4.55%) Amazon Redshift
6 1 (4.55%) Apache Cassandra
6 1 (4.55%) Apache Hive
6 1 (4.55%) Hadoop
6 1 (4.55%) Presto
6 1 (4.55%) Relational Database
General
1 8 (36.36%) Finance
2 4 (18.18%) Advertising
3 2 (9.09%) Marketing
4 1 (4.55%) Law
4 1 (4.55%) Legal
Job Titles
1 14 (63.64%) Analyst
2 6 (27.27%) SQL Analyst
3 5 (22.73%) Trainer
4 4 (18.18%) Business Intelligence Analyst
4 4 (18.18%) Data Analyst
4 4 (18.18%) Report Analyst
4 4 (18.18%) SAS Analyst
4 4 (18.18%) SQL Reporting Analyst
5 2 (9.09%) Business Intelligence Support Analyst
5 2 (9.09%) Business Support Analyst
5 2 (9.09%) Senior Analyst
5 2 (9.09%) SSRS Analyst
5 2 (9.09%) Support Analyst
6 1 (4.55%) Business Intelligence Developer
6 1 (4.55%) Business Intelligence Manager
6 1 (4.55%) Business Manager
6 1 (4.55%) Data Engineer
6 1 (4.55%) Developer
6 1 (4.55%) Principal Engineer
Libraries, Frameworks & Software Standards
1 1 (4.55%) Kafka
Miscellaneous
1 7 (31.82%) Analytical Skills
2 3 (13.64%) Management Information System
3 2 (9.09%) Algorithms
Processes & Methodologies
1 15 (68.18%) Analytics
1 15 (68.18%) Business Intelligence
2 14 (63.64%) Data Analytics
3 10 (45.45%) Data Analysis
4 7 (31.82%) ETL
4 7 (31.82%) Statistical Modelling
4 7 (31.82%) Visualisation
5 6 (27.27%) Data Cleansing
5 6 (27.27%) Data Visualisation
6 5 (22.73%) Business Analytics
6 5 (22.73%) Data Management
6 5 (22.73%) Data Modelling
6 5 (22.73%) Data Transformation
6 5 (22.73%) Predictive Analytics
7 4 (18.18%) Coaching
7 4 (18.18%) Problem-Solving
7 4 (18.18%) Stakeholder Management
8 3 (13.64%) Customer Segmentation
8 3 (13.64%) Data Science
8 3 (13.64%) Decision-Making
Programming Languages
1 20 (90.91%) SQL
2 7 (31.82%) T-SQL
3 4 (18.18%) VBA
4 2 (9.09%) VB
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
Vendors
1 10 (45.45%) Tableau
2 9 (40.91%) Microsoft
3 5 (22.73%) Cognos
4 2 (9.09%) Google