The table below looks at the statistics for Text Mining skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Text Mining over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Text Mining
Rank 233 262 -
Rank change year-on-year
+29 -
Permanent jobs citing Text Mining 4 1 0
As % of all permanent IT jobs located in the City of London 0.073% 0.015% -
As % of the Database & Business Intelligence category 0.23% 0.047% -
Number of salaries quoted 4 0 0
Median salary £55,000 - -
UK excluding London median salary £66,250 £47,500 £42,500
% change year-on-year
+39.47% +11.76%
Text Mining
London

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 City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1703 2148 3039
As % of all permanent IT jobs located in the City of London 31.16% 31.47% 27.62%
Number of salaries quoted 1581 1926 2681
Median salary £58,000 £57,500 £55,000
Median salary % change year-on-year
+0.86% +4.54%
90% offered a salary of more than £40,000 £41,500 £38,000
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Text Mining
Jobs Demand Trend in the City of London

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

Text Mining Jobs Demand Trend in the City of London

Text Mining
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Text Mining across the City of London region.

Text Mining Salary Trend in the City of London

Text Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 6 December 2016, 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 City of London region with a requirement for Text Mining.

1 7 (100.00%) Big Data
2 6 (85.71%) SQL
2 6 (85.71%) ETL
3 5 (71.43%) Java
3 5 (71.43%) Python
3 5 (71.43%) Machine Learning
4 4 (57.14%) Triplestore
4 4 (57.14%) Semantic Web
4 4 (57.14%) RESTful
4 4 (57.14%) SPARQL
4 4 (57.14%) Amazon AWS
4 4 (57.14%) NoSQL
4 4 (57.14%) RDF
4 4 (57.14%) Agile Software Development
4 4 (57.14%) TDD
4 4 (57.14%) Software Engineering
4 4 (57.14%) Google
4 4 (57.14%) Technical Architecture
4 4 (57.14%) Continuous Integration
4 4 (57.14%) Microservices
4 4 (57.14%) Data Ingestion
5 3 (42.86%) Data Mining
5 3 (42.86%) Data Visualisation
5 3 (42.86%) Apache Hive
5 3 (42.86%) MapReduce
5 3 (42.86%) Hadoop
5 3 (42.86%) Visualisation
6 2 (28.57%) Tableau
6 2 (28.57%) Data Quality
6 2 (28.57%) Riak

Text Mining
Top Related IT Skills in the City of London 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 (14.29%) Apache Spark
Cloud Services
1 4 (57.14%) Amazon AWS
Database & Business Intelligence
1 7 (100.00%) Big Data
2 4 (57.14%) NoSQL
2 4 (57.14%) Triplestore
3 3 (42.86%) Apache Hive
3 3 (42.86%) Data Mining
3 3 (42.86%) Hadoop
4 2 (28.57%) Data Warehouse
4 2 (28.57%) Enterprise Data Warehouse
4 2 (28.57%) MySQL
4 2 (28.57%) OLAP
4 2 (28.57%) Oracle OLAP
4 2 (28.57%) RDBMS
4 2 (28.57%) Relational Database
4 2 (28.57%) Riak
4 2 (28.57%) SQL Server
4 2 (28.57%) Sqoop
4 2 (28.57%) Star Schema
Job Titles
1 4 (57.14%) Software Engineer
2 2 (28.57%) Architect
2 2 (28.57%) Data Architect
3 1 (14.29%) Big Data Engineer
3 1 (14.29%) Data Scientist
3 1 (14.29%) Machine Learning Scientist
3 1 (14.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (57.14%) RESTful
2 1 (14.29%) D3.js
2 1 (14.29%) Natural Language Processing
Miscellaneous
1 4 (57.14%) Semantic Web
2 3 (42.86%) Visualisation
3 2 (28.57%) Data Integration
3 2 (28.57%) Management Information System
4 1 (14.29%) Algorithms
4 1 (14.29%) Analytical Skills
4 1 (14.29%) Computer Science
4 1 (14.29%) Neural Network
4 1 (14.29%) Social Network
4 1 (14.29%) Statistics
Processes & Methodologies
1 6 (85.71%) ETL
2 5 (71.43%) Machine Learning
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Continuous Integration
3 4 (57.14%) Data Ingestion
3 4 (57.14%) Microservices
3 4 (57.14%) RDF
3 4 (57.14%) Software Engineering
3 4 (57.14%) TDD
3 4 (57.14%) Technical Architecture
4 3 (42.86%) Data Visualisation
4 3 (42.86%) MapReduce
5 2 (28.57%) Analytics
5 2 (28.57%) Business Analytics
5 2 (28.57%) Data Analytics
5 2 (28.57%) Data Architecture
5 2 (28.57%) Data Management
5 2 (28.57%) Dimensional Modelling
5 2 (28.57%) Information Management
5 2 (28.57%) SDLC
Programming Languages
1 6 (85.71%) SQL
2 5 (71.43%) Java
2 5 (71.43%) Python
3 4 (57.14%) SPARQL
4 1 (14.29%) Julia
4 1 (14.29%) Scala
Qualifications
1 1 (14.29%) PhD
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
Vendors
1 4 (57.14%) Google
2 2 (28.57%) Microsoft
2 2 (28.57%) Oracle
2 2 (28.57%) Tableau