Period
to 21 February 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Data Mining
East of England > Cambridgeshire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 186 164 166
Rank change year-on-year -22 +2 -1
Permanent jobs citing Data Mining 30 13 18
As % of all permanent IT jobs advertised in Cambridgeshire 0.69% 0.39% 0.44%
As % of the Database & Business Intelligence category 2.85% 1.66% 1.76%
Number of salaries quoted 28 12 18
Cambridgeshire median annual salary £49,000 £57,500 £45,000
Median salary % change year-on-year -14.78% +27.78% -25.00%
10th Percentile £31,425 £36,250 £37,500
90th Percentile £77,500 £95,000 £87,700
East of England median annual salary £50,000 £60,000 £41,500
% change year-on-year -16.67% +44.58% -7.78%

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 1,051 783 1,021
As % of all permanent IT jobs advertised in Cambridgeshire 24.23% 23.59% 24.99%
Number of salaries quoted 839 670 882
Cambridgeshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £32,000 £27,500 £27,500
90th Percentile £67,500 £62,500 £60,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 21 February 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 21 February 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 -19 25 £48,250 -22.80% 3
Huntingdon - 5 £50,000 -
Data Mining
East of England

For the 6 months to 21 February 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 19 (63.33%) Python
2 17 (56.67%) Degree
3 14 (46.67%) Computer Science
3 14 (46.67%) Java
4 13 (43.33%) JavaScript
4 13 (43.33%) Life Science
5 12 (40.00%) Agile Software Development
6 11 (36.67%) Machine Learning
7 9 (30.00%) SQL
7 9 (30.00%) Mathematics
7 9 (30.00%) Software Engineering
8 8 (26.67%) Text Mining
9 7 (23.33%) Perl
9 7 (23.33%) PhD
9 7 (23.33%) Data Modelling
9 7 (23.33%) Front End Development
10 6 (20.00%) Natural Language Processing
10 6 (20.00%) Deep Learning
10 6 (20.00%) Software Testing
10 6 (20.00%) Chemistry
10 6 (20.00%) Biology
10 6 (20.00%) Test Automation
10 6 (20.00%) HTTP
10 6 (20.00%) Data Management
11 5 (16.67%) Identity Management
11 5 (16.67%) Scrum
11 5 (16.67%) B2B
11 5 (16.67%) B2C
11 5 (16.67%) Microsoft
11 5 (16.67%) Salesforce.com

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 (3.33%) Jupyter
Applications
1 1 (3.33%) Microsoft Excel
Cloud Services
1 5 (16.67%) Microsoft Azure
1 5 (16.67%) PaaS
2 2 (6.67%) Amazon AWS
3 1 (3.33%) Google Analytics
Communications & Networking
1 6 (20.00%) HTTP
Database & Business Intelligence
1 8 (26.67%) Text Mining
2 5 (16.67%) Relational Database
3 2 (6.67%) Big Data
3 2 (6.67%) Data Warehouse
3 2 (6.67%) Hadoop
General
1 2 (6.67%) Games
1 2 (6.67%) Marketing
2 1 (3.33%) Legal
2 1 (3.33%) Pharmaceutical
Job Titles
1 12 (40.00%) Developer
2 7 (23.33%) Full Stack Developer
2 7 (23.33%) JavaScript Developer
3 5 (16.67%) .NET Developer
4 4 (13.33%) Software Engineer
5 3 (10.00%) C# .NET Developer
5 3 (10.00%) C# Developer
5 3 (10.00%) Senior Software Engineer
5 3 (10.00%) Test Engineer
6 2 (6.67%) Azure Developer
6 2 (6.67%) Cloud Developer
6 2 (6.67%) Data Engineer
6 2 (6.67%) Data Scientist
6 2 (6.67%) Senior Data Engineer
7 1 (3.33%) Analyst
7 1 (3.33%) Data Insight Analyst
7 1 (3.33%) Insight Analyst
7 1 (3.33%) Python Software Engineer
7 1 (3.33%) Senior Analyst
7 1 (3.33%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 6 (20.00%) Natural Language Processing
2 5 (16.67%) .NET
2 5 (16.67%) Apache Cordova
2 5 (16.67%) JSON
2 5 (16.67%) JSON Schema
3 1 (3.33%) TensorFlow
Miscellaneous
1 14 (46.67%) Computer Science
2 13 (43.33%) Life Science
3 5 (16.67%) Virtual Team
4 2 (6.67%) Algorithms
5 1 (3.33%) Analytical Skills
Operating Systems
1 2 (6.67%) Linux
Processes & Methodologies
1 12 (40.00%) Agile Software Development
2 11 (36.67%) Machine Learning
3 9 (30.00%) Mathematics
3 9 (30.00%) Software Engineering
4 7 (23.33%) Data Modelling
4 7 (23.33%) Front End Development
5 6 (20.00%) Biology
5 6 (20.00%) Chemistry
5 6 (20.00%) Data Management
5 6 (20.00%) Deep Learning
5 6 (20.00%) Software Testing
5 6 (20.00%) Test Automation
6 5 (16.67%) B2B
6 5 (16.67%) B2C
6 5 (16.67%) Benchmarking
6 5 (16.67%) Business Analysis
6 5 (16.67%) Identity Management
6 5 (16.67%) Matrix Management
6 5 (16.67%) Scrum
6 5 (16.67%) SOA
Programming Languages
1 19 (63.33%) Python
2 14 (46.67%) Java
3 13 (43.33%) JavaScript
4 9 (30.00%) SQL
5 7 (23.33%) Perl
6 5 (16.67%) C#
6 5 (16.67%) C++
6 5 (16.67%) PowerShell
7 3 (10.00%) R
7 3 (10.00%) Scala
8 2 (6.67%) Ruby
Qualifications
1 17 (56.67%) Degree
2 7 (23.33%) PhD
3 5 (16.67%) Computer Science Degree
System Software
1 5 (16.67%) Docker
Vendors
1 5 (16.67%) Microsoft
1 5 (16.67%) Salesforce.com
1 5 (16.67%) Xamarin
2 3 (10.00%) Google
3 1 (3.33%) Tableau