The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 97 108 114
Rank change year-on-year
+11 +6
Permanent jobs citing Data Mining 5 6 7
As % of all permanent IT jobs located in Cambridge 0.43% 0.41% 0.40%
As % of the Database & Business Intelligence category 1.54% 1.51% 1.54%
Number of salaries quoted 4 6 7
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year
- +20.00%
90% offered a salary of more than £40,000 £45,000 £35,100
10% offered a salary of more than £78,000 £45,000 £56,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cambridge region.

Database & Business Intelligence Category
Cambridge
Permanent IT job ads with a match in the
Database & Business Intelligence category
325 397 455
As % of all permanent IT jobs located in Cambridge 27.68% 27.04% 25.82%
Number of salaries quoted 248 373 366
Median salary £45,000 £42,500 £41,500
Median salary % change year-on-year
+5.88% +2.40%
90% offered a salary of more than £30,000 £30,500 £32,500
10% offered a salary of more than £60,000 £50,000 £50,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Cambridge

Data Mining
Salary Trend in Cambridge

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

Data Mining Salary Trend in Cambridge

Data Mining
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Data Mining across the Cambridge region over the 3 months to 28 September 2016.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 28 September 2016, 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 Cambridge region with a requirement for Data Mining.

1 9 (81.82%) Python
2 8 (72.73%) Java
3 5 (45.45%) Perl
3 5 (45.45%) Text Mining
3 5 (45.45%) Ontologies
3 5 (45.45%) Informatics
4 4 (36.36%) SNOMED CT
4 4 (36.36%) Natural Language Processing
4 4 (36.36%) Project Management
4 4 (36.36%) Computational Linguistics
5 3 (27.27%) Unix
5 3 (27.27%) Machine Learning
5 3 (27.27%) Algorithms
5 3 (27.27%) Electronic Patient Records
6 2 (18.18%) Analytics
6 2 (18.18%) Analytical Skills
6 2 (18.18%) Data Structures
6 2 (18.18%) Big Data
6 2 (18.18%) Data Protection
6 2 (18.18%) VMware Infrastructure
6 2 (18.18%) Statistical Modelling
6 2 (18.18%) Life Science
6 2 (18.18%) Degree
6 2 (18.18%) Hyper-V
6 2 (18.18%) vSphere
6 2 (18.18%) Windows
6 2 (18.18%) Linux
6 2 (18.18%) PhD
6 2 (18.18%) E-Commerce
6 2 (18.18%) Statistics

Data Mining
Top Related IT Skills in Cambridge 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:

Database & Business Intelligence
1 5 (45.45%) Text Mining
2 3 (27.27%) Electronic Patient Records
3 2 (18.18%) Big Data
4 1 (9.09%) NoSQL
General
1 1 (9.09%) Finance
1 1 (9.09%) Marketing
1 1 (9.09%) Pharmaceutical
1 1 (9.09%) Retail
Job Titles
1 2 (18.18%) Data Scientist
1 2 (18.18%) Support Manager
1 2 (18.18%) Technical Manager
1 2 (18.18%) Technical Support
1 2 (18.18%) Technical Support Manager
2 1 (9.09%) Analyst
2 1 (9.09%) Data Analyst
2 1 (9.09%) Java Engineer
2 1 (9.09%) Java Software Engineer
2 1 (9.09%) Principal Engineer
2 1 (9.09%) Principal Software Engineer
2 1 (9.09%) Senior Java Engineer
2 1 (9.09%) Senior Java Software Engineer
2 1 (9.09%) Senior Software Engineer
2 1 (9.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (36.36%) Natural Language Processing
2 1 (9.09%) JSON
2 1 (9.09%) RESTful
2 1 (9.09%) XML
Miscellaneous
1 5 (45.45%) Informatics
1 5 (45.45%) Ontologies
2 3 (27.27%) Algorithms
3 2 (18.18%) Analytical Skills
3 2 (18.18%) Data Structures
3 2 (18.18%) Life Science
3 2 (18.18%) Statistics
4 1 (9.09%) Artificial Intelligence
4 1 (9.09%) Biology
4 1 (9.09%) Clustering
4 1 (9.09%) Visualisation
Operating Systems
1 3 (27.27%) Unix
2 2 (18.18%) Linux
2 2 (18.18%) Windows
2 2 (18.18%) Windows Server
Processes & Methodologies
1 4 (36.36%) Computational Linguistics
1 4 (36.36%) Project Management
2 3 (27.27%) Machine Learning
3 2 (18.18%) Analytics
3 2 (18.18%) Data Protection
3 2 (18.18%) E-Commerce
3 2 (18.18%) Statistical Modelling
4 1 (9.09%) Bayesian Methods
4 1 (9.09%) Behavioural Analytics
4 1 (9.09%) Big Data Analytics
4 1 (9.09%) Bioinformatics
4 1 (9.09%) Computational Biology
4 1 (9.09%) Data Analytics
4 1 (9.09%) Multithreading
4 1 (9.09%) Non-Linear Programming
4 1 (9.09%) Open Source
4 1 (9.09%) Predictive Modelling
4 1 (9.09%) Random Forest
4 1 (9.09%) Software Engineering
4 1 (9.09%) Validation
Programming Languages
1 9 (81.82%) Python
2 8 (72.73%) Java
3 5 (45.45%) Perl
4 1 (9.09%) C
4 1 (9.09%) C++
4 1 (9.09%) R
4 1 (9.09%) Scala
4 1 (9.09%) SQL
Qualifications
1 2 (18.18%) Degree
1 2 (18.18%) PhD
2 1 (9.09%) Postgraduate
Quality Assurance & Compliance
1 4 (36.36%) SNOMED CT
2 1 (9.09%) QA
System Software
1 2 (18.18%) Hyper-V
1 2 (18.18%) VMware Infrastructure
1 2 (18.18%) vSphere
Vendors
1 2 (18.18%) VMware
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: Yesterday