Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 194 247 264
Rank change year-on-year +53 +17 +19
Permanent jobs citing Data Mining 62 27 49
As % of all permanent IT jobs advertised in West Yorkshire 0.91% 0.36% 0.53%
As % of the Database & Business Intelligence category 3.22% 1.17% 1.55%
Number of salaries quoted 54 23 33
West Yorkshire median annual salary £39,000 £35,000 £42,500
Median salary % change year-on-year +11.43% -17.65% +6.25%
10th Percentile £30,375 £26,000 £31,900
90th Percentile £57,500 £43,750 £50,000
Yorkshire median annual salary £40,000 £35,000 £42,500
% change year-on-year +14.29% -17.65% +6.25%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1924 2305 3160
As % of all permanent IT jobs advertised in West Yorkshire 28.37% 30.44% 34.10%
Number of salaries quoted 1703 2050 2569
West Yorkshire median annual salary £44,471 £40,000 £40,000
Median salary % change year-on-year +11.18% - +3.90%
10th Percentile £28,550 £28,000 £27,500
90th Percentile £60,000 £57,500 £59,750
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Data Mining
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Mining in West Yorkshire

Data Mining
Salary Trend in West Yorkshire

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

Salary trend for Data Mining in West Yorkshire

Data Mining
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Mining in West Yorkshire over the 6 months to 20 November 2017.

Salary histogram for Data Mining in West Yorkshire

Data Mining
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the West Yorkshire region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +43 61 £39,000 +30.00% 3
Bradford +12 1 £30,000 -14.29%
Data Mining
Yorkshire

For the 6 months to 20 November 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 West Yorkshire region with a requirement for Data Mining.

1 44 (70.97%) SQL
1 44 (70.97%) Analytics
2 35 (56.45%) Analytical Skills
3 33 (53.23%) Business Intelligence
4 30 (48.39%) Data Warehouse
5 28 (45.16%) Microsoft
6 27 (43.55%) SAS
7 26 (41.94%) Data Modelling
8 25 (40.32%) Data Analytics
9 24 (38.71%) Data Analysis
10 20 (32.26%) ETL
10 20 (32.26%) Microsoft Excel
11 17 (27.42%) Finance
11 17 (27.42%) Statistical Modelling
12 16 (25.81%) Tableau
12 16 (25.81%) VBA
13 15 (24.19%) SQL Server
13 15 (24.19%) Data Visualisation
13 15 (24.19%) Visualisation
14 14 (22.58%) Marketing
15 13 (20.97%) Predictive Analytics
15 13 (20.97%) Data Cleansing
15 13 (20.97%) SQL Server Reporting Services
16 11 (17.74%) MS Access
16 11 (17.74%) Cognos
16 11 (17.74%) SPSS
16 11 (17.74%) Business Analytics
16 11 (17.74%) Data Transformation
17 10 (16.13%) SQL Server Analysis Services
17 10 (16.13%) Predictive Modelling

Data Mining
Co-occurring IT Skills in West Yorkshire 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 27 (43.55%) SAS
2 2 (3.23%) SharePoint
3 1 (1.61%) Apache Spark
Applications
1 20 (32.26%) Microsoft Excel
2 11 (17.74%) SPSS
3 3 (4.84%) Microsoft Office
Cloud Services
1 4 (6.45%) Google Analytics
1 4 (6.45%) Google Tag Manager
2 2 (3.23%) Cortana Intelligence Suite
2 2 (3.23%) Microsoft Azure
3 1 (1.61%) Amazon AWS
3 1 (1.61%) Google Cloud Platform
Communications & Networking
1 1 (1.61%) SMS
Database & Business Intelligence
1 30 (48.39%) Data Warehouse
2 15 (24.19%) SQL Server
3 13 (20.97%) SQL Server Reporting Services
4 11 (17.74%) MS Access
5 10 (16.13%) SQL Server Analysis Services
5 10 (16.13%) SQL Server Integration Services
6 9 (14.52%) BusinessObjects
7 8 (12.90%) Crystal Reports
8 7 (11.29%) Big Data
8 7 (11.29%) Power BI
8 7 (11.29%) SQL Server 2012
9 5 (8.06%) SQL Server 2014
10 4 (6.45%) SQL Server 2008
11 3 (4.84%) Hadoop
11 3 (4.84%) Relational Database
11 3 (4.84%) SQL Server 2016
12 2 (3.23%) Azure SQL Database
12 2 (3.23%) Data Lake
12 2 (3.23%) RDBMS
12 2 (3.23%) SQL Server 2005
Development Applications
1 3 (4.84%) Team Foundation Server
2 2 (3.23%) Git (software)
General
1 17 (27.42%) Finance
2 14 (22.58%) Marketing
3 3 (4.84%) Automotive
3 3 (4.84%) Manufacturing
4 2 (3.23%) Advertising
Job Titles
1 21 (33.87%) Analyst
2 13 (20.97%) Data Scientist
3 11 (17.74%) Trainer
4 8 (12.90%) Developer
5 6 (9.68%) Report Analyst
5 6 (9.68%) SQL Analyst
6 5 (8.06%) Business Intelligence Analyst
6 5 (8.06%) Data Analyst
7 4 (6.45%) Insight Analyst
7 4 (6.45%) SAS Analyst
7 4 (6.45%) SQL Reporting Analyst
7 4 (6.45%) Web Analyst
8 3 (4.84%) 2nd Line Support
8 3 (4.84%) Applications Support
8 3 (4.84%) ERP Support
8 3 (4.84%) Senior Analyst
9 2 (3.23%) Business Consultant
9 2 (3.23%) Consultant
9 2 (3.23%) Microsoft Consultant
9 2 (3.23%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (1.61%) COM
1 1 (1.61%) Kafka
Miscellaneous
1 35 (56.45%) Analytical Skills
2 6 (9.68%) Computer Science
3 4 (6.45%) Digital Media
3 4 (6.45%) Management Information System
3 4 (6.45%) User Experience
4 3 (4.84%) Algorithms
5 1 (1.61%) Social Media
Processes & Methodologies
1 44 (70.97%) Analytics
2 33 (53.23%) Business Intelligence
3 26 (41.94%) Data Modelling
4 25 (40.32%) Data Analytics
5 24 (38.71%) Data Analysis
6 20 (32.26%) ETL
7 17 (27.42%) Statistical Modelling
8 15 (24.19%) Data Visualisation
8 15 (24.19%) Visualisation
9 13 (20.97%) Data Cleansing
9 13 (20.97%) Predictive Analytics
10 11 (17.74%) Business Analytics
10 11 (17.74%) Data Transformation
11 10 (16.13%) Predictive Modelling
12 9 (14.52%) Multivariate Analysis
12 9 (14.52%) OpenUP
12 9 (14.52%) Pricing Strategy
12 9 (14.52%) Stakeholder Engagement
13 8 (12.90%) Coaching
13 8 (12.90%) ERP
Programming Languages
1 44 (70.97%) SQL
2 16 (25.81%) VBA
3 10 (16.13%) T-SQL
4 9 (14.52%) VB
5 2 (3.23%) Python
5 2 (3.23%) R
Qualifications
1 9 (14.52%) Degree
2 4 (6.45%) Computer Science Degree
3 3 (4.84%) MCP
3 3 (4.84%) MCSA
3 3 (4.84%) Microsoft Certification
4 2 (3.23%) Numerate Degree
4 2 (3.23%) SC Cleared
4 2 (3.23%) Security Cleared
Quality Assurance & Compliance
1 1 (1.61%) Data Quality
Vendors
1 28 (45.16%) Microsoft
2 16 (25.81%) Tableau
3 11 (17.74%) Cognos
4 5 (8.06%) Google
5 3 (4.84%) RedGate