Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Data Mining
East of England > Cambridgeshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 195 169 176
Rank change year-on-year -26 +7 +13
Permanent jobs citing Data Mining 22 25 17
As % of all permanent IT jobs advertised in Cambridgeshire 0.51% 0.71% 0.42%
As % of the Database & Business Intelligence category 2.17% 2.77% 1.70%
Number of salaries quoted 18 23 17
Cambridgeshire median annual salary £40,429 £37,500 £45,000
Median salary % change year-on-year +7.81% -16.67% -18.18%
10th Percentile £26,250 £32,500 £36,500
90th Percentile £54,750 £90,000 £54,500
East of England median annual salary £50,000 £56,250 £45,000
% change year-on-year -11.11% +25.00% +5.88%

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 1,014 901 1,002
As % of all permanent IT jobs advertised in Cambridgeshire 23.73% 25.51% 24.72%
Number of salaries quoted 758 769 819
Cambridgeshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £31,250 £27,950 £28,750
90th Percentile £65,000 £61,250 £60,250
East of England median annual salary £47,500 £44,500 £45,000
% change year-on-year +6.74% -1.11% +5.88%

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 23 May 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 23 May 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 -15 19 £40,429 +11.53% 4
Huntingdon - 2 £50,000 -
Data Mining
East of England

For the 6 months to 23 May 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 14 (63.64%) Computer Science
2 13 (59.09%) Data Science
3 12 (54.55%) Mathematics
4 11 (50.00%) Python
5 10 (45.45%) Degree
6 9 (40.91%) Statistical Analysis
7 8 (36.36%) Physics
8 6 (27.27%) Analytics
9 5 (22.73%) Tableau
9 5 (22.73%) Big Data
9 5 (22.73%) Data Visualisation
9 5 (22.73%) Business Intelligence
9 5 (22.73%) Microsoft Excel
9 5 (22.73%) PhD
9 5 (22.73%) JavaScript
9 5 (22.73%) SQL
9 5 (22.73%) Life Science
9 5 (22.73%) Visualisation
10 4 (18.18%) Agile Software Development
10 4 (18.18%) Economics
10 4 (18.18%) T-SQL
10 4 (18.18%) Hadoop
10 4 (18.18%) Machine Learning
10 4 (18.18%) Deep Learning
10 4 (18.18%) Customer Segmentation
10 4 (18.18%) Front End Development
10 4 (18.18%) Power BI
11 3 (13.64%) Computer Vision
11 3 (13.64%) Analytical Skills
11 3 (13.64%) Docker

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:

Applications
1 5 (22.73%) Microsoft Excel
Cloud Services
1 2 (9.09%) Microsoft Azure
1 2 (9.09%) PaaS
2 1 (4.55%) GitHub
2 1 (4.55%) Google Analytics
2 1 (4.55%) npm
Database & Business Intelligence
1 5 (22.73%) Big Data
2 4 (18.18%) Hadoop
2 4 (18.18%) Power BI
3 2 (9.09%) Relational Database
3 2 (9.09%) Text Mining
Development Applications
1 1 (4.55%) Git (software)
1 1 (4.55%) Jenkins
General
1 1 (4.55%) Legal
1 1 (4.55%) Marketing
1 1 (4.55%) Pharmaceutical
Job Titles
1 9 (40.91%) Data Scientist
2 7 (31.82%) Developer
3 4 (18.18%) Full Stack Developer
3 4 (18.18%) Graduate
3 4 (18.18%) JavaScript Developer
3 4 (18.18%) Senior Data Scientist
4 3 (13.64%) Research Scientist
5 2 (9.09%) .NET Developer
5 2 (9.09%) C# .NET Developer
5 2 (9.09%) C# Developer
6 1 (4.55%) Cloud Developer
6 1 (4.55%) Data Insight Analyst
6 1 (4.55%) Front End Developer (Client-Side Developer)
6 1 (4.55%) Front End Web Developer (Client-Side Developer)
6 1 (4.55%) Insight Analyst
6 1 (4.55%) Insight Data Analyst
6 1 (4.55%) Machine Learning Engineer
6 1 (4.55%) Python Engineer
6 1 (4.55%) Python Software Engineer
6 1 (4.55%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 3 (13.64%) JSON
2 2 (9.09%) .NET
2 2 (9.09%) Apache Cordova
2 2 (9.09%) JSON Schema
3 1 (4.55%) Angular 2
3 1 (4.55%) AngularJS
3 1 (4.55%) CSS
3 1 (4.55%) CSS3
3 1 (4.55%) DOM
3 1 (4.55%) HTML
3 1 (4.55%) HTML5
3 1 (4.55%) Natural Language Processing
3 1 (4.55%) React
3 1 (4.55%) RESTful
3 1 (4.55%) TensorFlow
3 1 (4.55%) Web Services
3 1 (4.55%) XML
Miscellaneous
1 14 (63.64%) Computer Science
2 5 (22.73%) Life Science
3 3 (13.64%) Analytical Skills
4 2 (9.09%) Virtual Team
5 1 (4.55%) Algorithms
5 1 (4.55%) Blog
Processes & Methodologies
1 13 (59.09%) Data Science
2 12 (54.55%) Mathematics
3 9 (40.91%) Statistical Analysis
4 8 (36.36%) Physics
5 6 (27.27%) Analytics
6 5 (22.73%) Business Intelligence
6 5 (22.73%) Data Visualisation
6 5 (22.73%) Visualisation
7 4 (18.18%) Agile Software Development
7 4 (18.18%) Customer Segmentation
7 4 (18.18%) Deep Learning
7 4 (18.18%) Economics
7 4 (18.18%) Front End Development
7 4 (18.18%) Machine Learning
8 3 (13.64%) Artificial Intelligence
8 3 (13.64%) Computer Vision
8 3 (13.64%) Data Management
8 3 (13.64%) Neural Network
8 3 (13.64%) Software Engineering
8 3 (13.64%) Statistics
Programming Languages
1 11 (50.00%) Python
2 5 (22.73%) JavaScript
2 5 (22.73%) SQL
3 4 (18.18%) T-SQL
4 3 (13.64%) C++
4 3 (13.64%) R
5 2 (9.09%) C#
5 2 (9.09%) PowerShell
6 1 (4.55%) Java
6 1 (4.55%) Scala
6 1 (4.55%) TypeScript
Qualifications
1 10 (45.45%) Degree
2 5 (22.73%) PhD
3 2 (9.09%) Computer Science Degree
System Software
1 3 (13.64%) Docker
Vendors
1 5 (22.73%) Tableau
2 2 (9.09%) Microsoft
2 2 (9.09%) Salesforce.com
2 2 (9.09%) Xamarin
3 1 (4.55%) Google