Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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
England > Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 251 299 305
Rank change year-on-year +48 +6 +40
Permanent jobs citing Data Mining 68 29 53
As % of all permanent IT jobs advertised in Yorkshire 0.69% 0.26% 0.40%
As % of the Database & Business Intelligence category 2.36% 0.89% 1.19%
Number of salaries quoted 60 25 37
Yorkshire median annual salary £40,000 £35,000 £42,500
Median salary % change year-on-year +14.29% -17.65% +6.25%
10th Percentile £31,125 £26,000 £31,750
90th Percentile £60,000 £43,750 £50,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2887 3269 4446
As % of all permanent IT jobs advertised in Yorkshire 29.42% 29.65% 33.66%
Number of salaries quoted 2503 2844 3693
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £27,325 £26,250
90th Percentile £60,000 £57,500 £59,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Mining
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Mining in Yorkshire

Data Mining
Salary Trend in Yorkshire

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

Salary trend for Data Mining in Yorkshire

Data Mining
Salary Histogram in Yorkshire

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

Salary histogram for Data Mining in Yorkshire

Data Mining
Job Locations in 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 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
West Yorkshire +53 62 £39,000 +11.43% 1
South Yorkshire +27 6 £52,500 +27.27% 1
Data Mining
England

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 Yorkshire region with a requirement for Data Mining.

1 50 (73.53%) Analytics
2 45 (66.18%) SQL
3 38 (55.88%) Analytical Skills
4 33 (48.53%) Business Intelligence
5 30 (44.12%) Data Warehouse
6 28 (41.18%) Microsoft
6 28 (41.18%) Data Analytics
7 27 (39.71%) SAS
8 26 (38.24%) Data Modelling
9 24 (35.29%) Data Analysis
10 20 (29.41%) ETL
10 20 (29.41%) Microsoft Excel
11 17 (25.00%) Statistical Modelling
11 17 (25.00%) Tableau
11 17 (25.00%) Finance
12 16 (23.53%) VBA
13 15 (22.06%) SQL Server
13 15 (22.06%) Data Visualisation
13 15 (22.06%) Visualisation
14 14 (20.59%) Marketing
14 14 (20.59%) Degree
15 13 (19.12%) Predictive Analytics
15 13 (19.12%) Data Cleansing
15 13 (19.12%) SQL Server Reporting Services
16 12 (17.65%) Mathematics
17 11 (16.18%) Computer Science
17 11 (16.18%) Business Analytics
17 11 (16.18%) Data Transformation
17 11 (16.18%) MS Access
17 11 (16.18%) Cognos

Data Mining
Co-occurring IT Skills in 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 (39.71%) SAS
2 2 (2.94%) SharePoint
3 1 (1.47%) Apache Spark
Applications
1 20 (29.41%) Microsoft Excel
2 11 (16.18%) SPSS
3 3 (4.41%) Microsoft Office
Cloud Services
1 4 (5.88%) Google Analytics
1 4 (5.88%) Google Tag Manager
2 2 (2.94%) Cortana Intelligence Suite
2 2 (2.94%) Microsoft Azure
3 1 (1.47%) Amazon AWS
3 1 (1.47%) Google Cloud Platform
Communications & Networking
1 1 (1.47%) SMS
Database & Business Intelligence
1 30 (44.12%) Data Warehouse
2 15 (22.06%) SQL Server
3 13 (19.12%) SQL Server Reporting Services
4 11 (16.18%) MS Access
5 10 (14.71%) Big Data
5 10 (14.71%) SQL Server Analysis Services
5 10 (14.71%) SQL Server Integration Services
6 9 (13.24%) BusinessObjects
7 8 (11.76%) Crystal Reports
8 7 (10.29%) Power BI
8 7 (10.29%) SQL Server 2012
9 5 (7.35%) SQL Server 2014
10 4 (5.88%) Hadoop
10 4 (5.88%) SQL Server 2008
11 3 (4.41%) Relational Database
11 3 (4.41%) SQL Server 2016
12 2 (2.94%) Azure SQL Database
12 2 (2.94%) Data Lake
12 2 (2.94%) Microsoft Analysis Services
12 2 (2.94%) SQL Server 2005
Development Applications
1 6 (8.82%) Git (software)
2 3 (4.41%) Team Foundation Server
General
1 17 (25.00%) Finance
2 14 (20.59%) Marketing
3 3 (4.41%) Automotive
3 3 (4.41%) Manufacturing
4 2 (2.94%) Advertising
Job Titles
1 21 (30.88%) Analyst
2 19 (27.94%) Data Scientist
3 11 (16.18%) Trainer
4 8 (11.76%) Developer
5 6 (8.82%) Report Analyst
5 6 (8.82%) SQL Analyst
6 5 (7.35%) Business Intelligence Analyst
6 5 (7.35%) Data Analyst
7 4 (5.88%) Insight Analyst
7 4 (5.88%) SAS Analyst
7 4 (5.88%) SQL Reporting Analyst
7 4 (5.88%) Web Analyst
8 3 (4.41%) 2nd Line Support
8 3 (4.41%) Applications Support
8 3 (4.41%) ERP Support
8 3 (4.41%) Senior Analyst
8 3 (4.41%) Senior Data Scientist
9 2 (2.94%) Business Consultant
9 2 (2.94%) Excel Analyst
9 2 (2.94%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 1 (1.47%) COM
1 1 (1.47%) Kafka
1 1 (1.47%) Natural Language Processing
Miscellaneous
1 38 (55.88%) Analytical Skills
2 11 (16.18%) Computer Science
3 9 (13.24%) Algorithms
4 5 (7.35%) Fintech
5 4 (5.88%) Digital Media
5 4 (5.88%) Management Information System
5 4 (5.88%) User Experience
6 1 (1.47%) Social Media
Processes & Methodologies
1 50 (73.53%) Analytics
2 33 (48.53%) Business Intelligence
3 28 (41.18%) Data Analytics
4 26 (38.24%) Data Modelling
5 24 (35.29%) Data Analysis
6 20 (29.41%) ETL
7 17 (25.00%) Statistical Modelling
8 15 (22.06%) Data Visualisation
8 15 (22.06%) Visualisation
9 13 (19.12%) Data Cleansing
9 13 (19.12%) Predictive Analytics
10 12 (17.65%) Mathematics
11 11 (16.18%) Business Analytics
11 11 (16.18%) Data Transformation
12 10 (14.71%) Predictive Modelling
13 9 (13.24%) Multivariate Analysis
13 9 (13.24%) OpenUP
13 9 (13.24%) Pricing Strategy
13 9 (13.24%) Stakeholder Engagement
13 9 (13.24%) Statistics
Programming Languages
1 45 (66.18%) SQL
2 16 (23.53%) VBA
3 10 (14.71%) T-SQL
4 9 (13.24%) VB
5 8 (11.76%) R
6 5 (7.35%) Python
7 3 (4.41%) Java
8 1 (1.47%) Scala
Qualifications
1 14 (20.59%) Degree
2 4 (5.88%) Computer Science Degree
2 4 (5.88%) Numerate Degree
3 3 (4.41%) MCP
3 3 (4.41%) MCSA
3 3 (4.41%) Microsoft Certification
4 2 (2.94%) SC Cleared
4 2 (2.94%) Security Cleared
5 1 (1.47%) PhD
Quality Assurance & Compliance
1 1 (1.47%) Data Quality
Vendors
1 28 (41.18%) Microsoft
2 17 (25.00%) Tableau
3 11 (16.18%) Cognos
4 5 (7.35%) Google
5 3 (4.41%) RedGate