Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Mining
East of England > Cambridgeshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 173 179 176
Rank change year-on-year +6 -3 -7
Permanent jobs citing Data Mining 12 27 7
As % of all permanent IT jobs advertised in Cambridgeshire 0.37% 0.65% 0.20%
As % of the Database & Business Intelligence category 1.44% 2.71% 0.79%
Number of salaries quoted 8 26 6
Cambridgeshire median annual salary £45,215 £48,250 £40,000
Median salary % change year-on-year -6.29% +20.63% -11.11%
10th Percentile £34,750 £28,625 £36,250
90th Percentile £61,125 £77,500 £82,500
East of England median annual salary £40,000 £39,000 £45,000
% change year-on-year +2.56% -13.33% -

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 Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Permanent vacancies with a requirement for database or business intelligence skills 836 998 890
As % of all permanent IT jobs advertised in Cambridgeshire 26.00% 24.05% 25.16%
Number of salaries quoted 604 814 758
Cambridgeshire median annual salary £45,500 £45,000 £42,500
Median salary % change year-on-year +1.11% +5.88% -
10th Percentile £27,500 £31,250 £27,500
90th Percentile £72,500 £67,500 £62,500
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Mining
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Mining in Cambridgeshire

Data Mining
Salary Trend in Cambridgeshire

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

Salary trend for Data Mining in Cambridgeshire

Data Mining
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Mining in Cambridgeshire over the 6 months to 15 November 2018.

Salary histogram for Data Mining in Cambridgeshire

Data Mining
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 6 months to 15 November 2018. 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
Cambridge +32 11 £45,215 +13.04% 3
Huntingdon +7 1 - -
Data Mining
East of England

For the 6 months to 15 November 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 Cambridgeshire region with a requirement for Data Mining.

1 9 (75.00%) Python
2 7 (58.33%) SQL
3 6 (50.00%) Computer Science
3 6 (50.00%) Natural Language Processing
4 5 (41.67%) Data Science
4 5 (41.67%) Java
5 4 (33.33%) C++
5 4 (33.33%) HTML
5 4 (33.33%) CSS
5 4 (33.33%) Analytical Skills
5 4 (33.33%) HTML5
5 4 (33.33%) CSS3
5 4 (33.33%) Django
5 4 (33.33%) RESTful
6 3 (25.00%) Mathematics
6 3 (25.00%) Physics
6 3 (25.00%) AngularJS
6 3 (25.00%) Analytics
6 3 (25.00%) Twitter Bootstrap
6 3 (25.00%) Deep Learning
6 3 (25.00%) Computer Vision
6 3 (25.00%) React
6 3 (25.00%) Web Services
6 3 (25.00%) Neural Network
6 3 (25.00%) Statistics
6 3 (25.00%) Degree
6 3 (25.00%) DevOps
7 2 (16.67%) Statistical Analysis
7 2 (16.67%) T-SQL
7 2 (16.67%) Customer Segmentation

Data Mining
Co-occurring IT Skills in Cambridgeshire 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 1 (8.33%) nginx
1 1 (8.33%) SharePoint
Business Applications
1 1 (8.33%) Dynamics CRM
Cloud Services
1 1 (8.33%) Office 365
Database & Business Intelligence
1 2 (16.67%) Big Data
1 2 (16.67%) Hadoop
2 1 (8.33%) Data Warehouse
2 1 (8.33%) OLAP
2 1 (8.33%) Power BI
2 1 (8.33%) SQL Server
2 1 (8.33%) SQL Server Integration Services
2 1 (8.33%) SQL Server Reporting Services
Development Applications
1 1 (8.33%) GitLab
1 1 (8.33%) JIRA
1 1 (8.33%) TeamCity
Job Titles
1 3 (25.00%) Developer
1 3 (25.00%) Python Engineer
1 3 (25.00%) Research Scientist
2 2 (16.67%) Data Scientist
2 2 (16.67%) Python Developer
2 2 (16.67%) Senior Data Scientist
3 1 (8.33%) Applications Developer
3 1 (8.33%) Applications Support
3 1 (8.33%) Business Developer
3 1 (8.33%) Development Engineer
3 1 (8.33%) Graduate
3 1 (8.33%) Python Software Engineer
3 1 (8.33%) Software Development Engineer
3 1 (8.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (50.00%) Natural Language Processing
2 4 (33.33%) CSS
2 4 (33.33%) CSS3
2 4 (33.33%) Django
2 4 (33.33%) HTML
2 4 (33.33%) HTML5
2 4 (33.33%) RESTful
3 3 (25.00%) AngularJS
3 3 (25.00%) React
3 3 (25.00%) Twitter Bootstrap
3 3 (25.00%) Web Services
Miscellaneous
1 6 (50.00%) Computer Science
2 4 (33.33%) Analytical Skills
Operating Systems
1 1 (8.33%) Linux
Processes & Methodologies
1 5 (41.67%) Data Science
2 3 (25.00%) Analytics
2 3 (25.00%) Computer Vision
2 3 (25.00%) Deep Learning
2 3 (25.00%) DevOps
2 3 (25.00%) Mathematics
2 3 (25.00%) Neural Network
2 3 (25.00%) Physics
2 3 (25.00%) Statistics
3 2 (16.67%) Customer Segmentation
3 2 (16.67%) Statistical Analysis
4 1 (8.33%) Business Intelligence
4 1 (8.33%) CRM
4 1 (8.33%) Dimensional Modelling
4 1 (8.33%) ETL
4 1 (8.33%) ITIL
4 1 (8.33%) Machine Learning
4 1 (8.33%) Operations Management
4 1 (8.33%) Visualisation
4 1 (8.33%) Web Design
Programming Languages
1 9 (75.00%) Python
2 7 (58.33%) SQL
3 5 (41.67%) Java
4 4 (33.33%) C++
5 2 (16.67%) T-SQL
6 1 (8.33%) C
6 1 (8.33%) JavaScript
6 1 (8.33%) PowerShell
Qualifications
1 3 (25.00%) Degree
System Software
1 1 (8.33%) Docker
Systems Management
1 1 (8.33%) Ansible
1 1 (8.33%) Kubernetes
1 1 (8.33%) Terraform
Vendors
1 1 (8.33%) Microsoft