The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Text Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Text Mining over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Text Mining
Cambridgeshire / Cambridge
Rank 105 108 109
Rank change year-on-year +3 +1  
Permanent jobs citing Text Mining 7 8 2
As % of all permanent IT jobs advertised in Cambridge 0.58% 0.54% 0.14%
As % of the Database & Business Intelligence category 2.19% 2.37% 0.49%
Number of salaries quoted 7 8 0
Median salary £35,000 £40,000 -
Median salary % change year-on-year -12.50% -  
UK excluding London median salary £35,000 £40,000 -
% change year-on-year -12.50% -  

Text Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridge
Permanent job vacancies with a requirement for database and business intelligence skills 320 338 407
As % of all permanent IT job vacancies advertised in Cambridge 26.45% 22.78% 27.50%
Number of salaries quoted 265 276 349
Median salary £46,000 £43,641 £40,000
Median salary % change year-on-year +5.40% +9.10%  
90% offered a salary of more than £33,500 £34,000 £28,500
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Text Mining
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Text Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Text Mining in Cambridge

Text Mining
Salary Trend in Cambridge

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

Salary trend for Text Mining in Cambridge

Text Mining
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Text Mining in Cambridge over the 3 months to 27 March 2017.

Salary histogram for Text Mining in Cambridge

Text Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 March 2017, IT jobs citing Text 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 Text Mining.

1 9 (100.00%) Java
2 6 (66.67%) Agile Software Development
2 6 (66.67%) Spring
2 6 (66.67%) Natural Language Processing
3 4 (44.44%) Informatics
3 4 (44.44%) Data Structures
3 4 (44.44%) Algorithms
3 4 (44.44%) Hibernate
3 4 (44.44%) Linux
3 4 (44.44%) PhD
3 4 (44.44%) Data Mining
3 4 (44.44%) Sun Certification
3 4 (44.44%) J2EE
4 3 (33.33%) Web Services
4 3 (33.33%) JavaScript
4 3 (33.33%) Pharmaceutical
4 3 (33.33%) Neo4j
4 3 (33.33%) Machine Learning
4 3 (33.33%) Elasticsearch
4 3 (33.33%) Docker
4 3 (33.33%) DevOps
4 3 (33.33%) Apache Spark
4 3 (33.33%) Life Science
4 3 (33.33%) Lucene
4 3 (33.33%) RESTful
4 3 (33.33%) Apache Solr
5 2 (22.22%) Multithreading
5 2 (22.22%) Rapid Prototyping
5 2 (22.22%) Memory Management
5 2 (22.22%) AngularJS

Text 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:

Application Platforms
1 3 (33.33%) Apache Solr
1 3 (33.33%) Apache Spark
1 3 (33.33%) Elasticsearch
Database & Business Intelligence
1 4 (44.44%) Data Mining
2 3 (33.33%) Neo4j
3 1 (11.11%) Big Data
General
1 3 (33.33%) Pharmaceutical
Job Titles
1 8 (88.89%) Developer
1 8 (88.89%) Java Developer
2 2 (22.22%) Elasticsearch Developer
2 2 (22.22%) Lucene Developer
2 2 (22.22%) Senior Developer
2 2 (22.22%) Senior Java Developer
3 1 (11.11%) Applications Specialist
3 1 (11.11%) Applications Support
3 1 (11.11%) Applications Support Specialist
3 1 (11.11%) Java Engineer
3 1 (11.11%) Java Programmer
3 1 (11.11%) Java Software Developer
3 1 (11.11%) Programmer
3 1 (11.11%) Software Developer
3 1 (11.11%) Support Specialist
Libraries, Frameworks & Software Standards
1 6 (66.67%) Natural Language Processing
1 6 (66.67%) Spring
2 4 (44.44%) Hibernate
2 4 (44.44%) J2EE
3 3 (33.33%) Lucene
3 3 (33.33%) RESTful
3 3 (33.33%) Web Services
4 2 (22.22%) AngularJS
5 1 (11.11%) REST
5 1 (11.11%) XML
Miscellaneous
1 4 (44.44%) Algorithms
1 4 (44.44%) Data Structures
2 3 (33.33%) Life Science
3 1 (11.11%) Grid Computing
3 1 (11.11%) Semantic Web
Operating Systems
1 4 (44.44%) Linux
2 2 (22.22%) Windows
3 1 (11.11%) Unix
3 1 (11.11%) Windows Server
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 4 (44.44%) Informatics
3 3 (33.33%) DevOps
3 3 (33.33%) Machine Learning
4 2 (22.22%) Actionable Insight
4 2 (22.22%) Bioinformatics
4 2 (22.22%) Data Management
4 2 (22.22%) Data Transformation
4 2 (22.22%) Memory Management
4 2 (22.22%) Multithreading
4 2 (22.22%) Rapid Prototyping
5 1 (11.11%) Analytics
5 1 (11.11%) BDD
5 1 (11.11%) Data Visualisation
5 1 (11.11%) Document Management
5 1 (11.11%) Health Informatics
5 1 (11.11%) Knowledge Management
5 1 (11.11%) Software Engineering
5 1 (11.11%) TDD
5 1 (11.11%) Visualisation
Programming Languages
1 9 (100.00%) Java
2 3 (33.33%) JavaScript
3 2 (22.22%) Python
4 1 (11.11%) Bash Shell
4 1 (11.11%) C++
4 1 (11.11%) Lua
4 1 (11.11%) Perl
4 1 (11.11%) PowerShell
Qualifications
1 4 (44.44%) PhD
1 4 (44.44%) Sun Certification
2 2 (22.22%) Degree
2 2 (22.22%) Postgraduate
System Software
1 3 (33.33%) Docker
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 2 days ago