Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Text Mining
Cambridgeshire > Cambridge
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 155 140 153
Rank change year-on-year -15 +13 +9
Permanent jobs citing Text Mining 24 7 9
As % of all permanent IT jobs advertised in Cambridge 0.77% 0.30% 0.32%
As % of the Database & Business Intelligence category 3.35% 1.19% 1.19%
Number of salaries quoted 24 6 9
Cambridge median annual salary £67,500 £47,500 £42,500
Median salary % change year-on-year +42.11% +11.76% -5.56%
10th Percentile £26,825 £40,625 £36,000
90th Percentile £75,000 £51,250 £46,750
Cambridgeshire median annual salary £67,500 £47,500 £42,500
% change year-on-year +42.11% +11.76% -5.56%

Text 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 Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 717 587 756
As % of all permanent IT jobs advertised in Cambridge 23.13% 25.57% 26.58%
Number of salaries quoted 560 480 695
Cambridge median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +3.66%
10th Percentile £30,225 £27,500 £30,000
90th Percentile £68,875 £65,000 £55,000
Cambridgeshire median annual salary £45,000 £42,500 £41,750
% change year-on-year +5.88% +1.80% +4.38%

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 6 months to 23 November 2017.

Salary histogram for Text Mining in Cambridge

For the 6 months to 23 November 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 (95.83%) Java
1 23 (95.83%) JavaScript
2 22 (91.67%) Life Science
3 16 (66.67%) Data Management
3 16 (66.67%) Python
3 16 (66.67%) Pharmaceutical
3 16 (66.67%) Elasticsearch
4 15 (62.50%) REST
4 15 (62.50%) HTML
4 15 (62.50%) CSS
4 15 (62.50%) Web Development
5 10 (41.67%) Workflow
6 9 (37.50%) Software Engineering
7 7 (29.17%) Agile Software Development
7 7 (29.17%) Perl
8 6 (25.00%) SQL
8 6 (25.00%) Data Mining
8 6 (25.00%) HTTP
8 6 (25.00%) Software Testing
8 6 (25.00%) Chemistry
8 6 (25.00%) Biology
8 6 (25.00%) Test Automation
9 2 (8.33%) Linux
9 2 (8.33%) Postgraduate
9 2 (8.33%) Natural Language Processing
10 1 (4.17%) Machine Learning
10 1 (4.17%) Big Data
10 1 (4.17%) Data Analytics
10 1 (4.17%) AngularJS
10 1 (4.17%) Analytics

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 16 (66.67%) Elasticsearch
2 1 (4.17%) Apache Solr
2 1 (4.17%) Apache Spark
Communications & Networking
1 6 (25.00%) HTTP
Database & Business Intelligence
1 6 (25.00%) Data Mining
2 1 (4.17%) Big Data
General
1 16 (66.67%) Pharmaceutical
Job Titles
1 18 (75.00%) Developer
2 17 (70.83%) Java Developer
3 10 (41.67%) JavaScript Developer
4 5 (20.83%) Python Developer
5 3 (12.50%) Senior Software Engineer
5 3 (12.50%) Software Engineer
5 3 (12.50%) Test Engineer
6 2 (8.33%) Software Developer
7 1 (4.17%) Java Software Developer
Libraries, Frameworks & Software Standards
1 15 (62.50%) CSS
1 15 (62.50%) HTML
1 15 (62.50%) REST
2 2 (8.33%) Natural Language Processing
3 1 (4.17%) AngularJS
3 1 (4.17%) Lucene
3 1 (4.17%) RESTful
3 1 (4.17%) Web Services
3 1 (4.17%) XML
Miscellaneous
1 22 (91.67%) Life Science
2 1 (4.17%) Grid Computing
Operating Systems
1 2 (8.33%) Linux
2 1 (4.17%) Windows
Processes & Methodologies
1 16 (66.67%) Data Management
2 15 (62.50%) Web Development
3 10 (41.67%) Workflow
4 9 (37.50%) Software Engineering
5 7 (29.17%) Agile Software Development
6 6 (25.00%) Biology
6 6 (25.00%) Chemistry
6 6 (25.00%) Software Testing
6 6 (25.00%) Test Automation
7 1 (4.17%) Analytics
7 1 (4.17%) Data Analytics
7 1 (4.17%) Data Transformation
7 1 (4.17%) Data Visualisation
7 1 (4.17%) DevOps
7 1 (4.17%) Machine Learning
7 1 (4.17%) Memory Management
7 1 (4.17%) Multithreading
7 1 (4.17%) Rapid Prototyping
7 1 (4.17%) SDLC
7 1 (4.17%) Visualisation
Programming Languages
1 23 (95.83%) Java
1 23 (95.83%) JavaScript
2 16 (66.67%) Python
3 7 (29.17%) Perl
4 6 (25.00%) SQL
5 1 (4.17%) C++
5 1 (4.17%) Lua
Qualifications
1 2 (8.33%) Postgraduate
2 1 (4.17%) Degree
System Software
1 1 (4.17%) Docker