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 28 June 2017 with a comparison to the same period in the previous 2 years.

Text Mining
Cambridgeshire / Cambridge
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 101 106 -
Rank change year-on-year +5 -  
Permanent jobs citing Text Mining 19 5 0
As % of all permanent IT jobs advertised in Cambridge 1.40% 0.42% -
As % of the Database & Business Intelligence category 5.46% 1.69% -
Number of salaries quoted 19 4 0
Median salary £42,500 £40,000 -
Median salary % change year-on-year +6.25% -  
UK excluding London median salary £70,000 £40,000 £61,250
% change year-on-year +75.00% -34.69%  

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 348 295 414
As % of all permanent IT job vacancies advertised in Cambridge 25.57% 24.92% 29.05%
Number of salaries quoted 567 473 711
Median salary £43,000 £43,000 £45,000
Median salary % change year-on-year - -4.44%  
90% offered a salary of more than £30,000 £26,250 £29,000
10% offered a salary of more than £61,250 £62,500 £61,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Text Mining
Job Vacancy Trend in Cambridge

Job postings citing Text Mining as a percentage of all IT jobs advertised in Cambridge.

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 28 June 2017.

Salary histogram for Text Mining in Cambridge

For the 6 months to 28 June 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 23 (88.46%) Java
2 16 (61.54%) Natural Language Processing
3 14 (53.85%) Agile Software Development
4 13 (50.00%) Spring
4 13 (50.00%) Data Mining
5 12 (46.15%) JavaScript
5 12 (46.15%) Life Science
6 11 (42.31%) Python
7 10 (38.46%) PhD
7 10 (38.46%) Sun Certification
7 10 (38.46%) J2EE
7 10 (38.46%) Hibernate
7 10 (38.46%) Data Structures
7 10 (38.46%) Algorithms
8 7 (26.92%) Pharmaceutical
8 7 (26.92%) Linux
8 7 (26.92%) Elasticsearch
9 6 (23.08%) Degree
9 6 (23.08%) Postgraduate
9 6 (23.08%) XML
9 6 (23.08%) Perl
9 6 (23.08%) Data Management
10 5 (19.23%) Lucene
10 5 (19.23%) Web Services
10 5 (19.23%) Informatics
10 5 (19.23%) RESTful
10 5 (19.23%) Apache Solr
10 5 (19.23%) Docker
10 5 (19.23%) DevOps
10 5 (19.23%) Apache Spark

Text Mining
Co-occurring 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 7 (26.92%) Elasticsearch
2 5 (19.23%) Apache Solr
2 5 (19.23%) Apache Spark
Database & Business Intelligence
1 13 (50.00%) Data Mining
2 4 (15.38%) Neo4j
3 3 (11.54%) Big Data
General
1 7 (26.92%) Pharmaceutical
Job Titles
1 22 (84.62%) Developer
1 22 (84.62%) Java Developer
2 4 (15.38%) Senior Developer
2 4 (15.38%) Senior Java Developer
3 3 (11.54%) Applications Engineer
3 3 (11.54%) Elasticsearch Developer
3 3 (11.54%) Java Software Developer
3 3 (11.54%) Lucene Developer
3 3 (11.54%) Software Developer
4 1 (3.85%) Java Engineer
4 1 (3.85%) Java Programmer
4 1 (3.85%) JavaScript Developer
4 1 (3.85%) Programmer
4 1 (3.85%) Python Developer
Libraries, Frameworks & Software Standards
1 16 (61.54%) Natural Language Processing
2 13 (50.00%) Spring
3 10 (38.46%) Hibernate
3 10 (38.46%) J2EE
4 6 (23.08%) XML
5 5 (19.23%) Lucene
5 5 (19.23%) RESTful
5 5 (19.23%) Web Services
6 4 (15.38%) AngularJS
7 3 (11.54%) REST
7 3 (11.54%) XSL
8 2 (7.69%) CSS
8 2 (7.69%) HTML
Miscellaneous
1 12 (46.15%) Life Science
2 10 (38.46%) Algorithms
2 10 (38.46%) Data Structures
3 3 (11.54%) Grid Computing
4 1 (3.85%) Greenfield Project
4 1 (3.85%) Semantic Web
Operating Systems
1 7 (26.92%) Linux
2 3 (11.54%) Windows
Processes & Methodologies
1 14 (53.85%) Agile Software Development
2 6 (23.08%) Data Management
3 5 (19.23%) DevOps
3 5 (19.23%) Informatics
3 5 (19.23%) Machine Learning
4 4 (15.38%) Data Transformation
4 4 (15.38%) Memory Management
4 4 (15.38%) Multithreading
4 4 (15.38%) Rapid Prototyping
4 4 (15.38%) SDLC
4 4 (15.38%) Software Engineering
5 3 (11.54%) Actionable Insight
5 3 (11.54%) Bioinformatics
5 3 (11.54%) Cross-Platform Development
5 3 (11.54%) Data Visualisation
5 3 (11.54%) Document Management
5 3 (11.54%) Full Text Search
5 3 (11.54%) Visualisation
6 2 (7.69%) Web Development
7 1 (3.85%) BDD
Programming Languages
1 23 (88.46%) Java
2 12 (46.15%) JavaScript
3 11 (42.31%) Python
4 6 (23.08%) Perl
5 3 (11.54%) C++
5 3 (11.54%) Lua
Qualifications
1 10 (38.46%) PhD
1 10 (38.46%) Sun Certification
2 6 (23.08%) Degree
2 6 (23.08%) Postgraduate
System Software
1 5 (19.23%) Docker
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £23000 - £35000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £48000 - £50000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Client Server
Posted: 8 days ago
Cambridge, Cambridgeshire
Client Server
Posted: 8 days ago
Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 8 days ago
Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 16 days ago