The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Text Mining
London / City of London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 222 260 -
Rank change year-on-year +38 -  
Permanent jobs citing Text Mining 6 3 0
As % of all permanent IT jobs advertised in the City of London 0.12% 0.042% -
As % of the Database & Business Intelligence category 0.36% 0.15% -
Number of salaries quoted 6 1 0
Median salary £67,500 £45,000 -
Median salary % change year-on-year +50.00% -  
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 the City of London with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
City of London
Permanent job vacancies with a requirement for database and business intelligence skills 1663 2052 2894
As % of all permanent IT job vacancies advertised in the City of London 32.13% 28.50% 27.81%
Number of salaries quoted 1513 1822 2538
Median salary £62,500 £55,000 £55,000
Median salary % change year-on-year +13.63% -  
90% offered a salary of more than £40,000 £40,000 £38,968
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Text Mining
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London 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 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 in the City of London.

Salary trend for Text Mining in the City of London

Text Mining
Salary Histogram in the City of London

The salary distribution of IT jobs citing Text Mining in the City of London over the 3 months to 30 March 2017.

Salary histogram for Text Mining in the City of London

For the 6 months to 30 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 City of London region with a requirement for Text Mining.

1 8 (66.67%) SQL
1 8 (66.67%) Python
1 8 (66.67%) Machine Learning
2 7 (58.33%) Java
2 7 (58.33%) Agile Software Development
2 7 (58.33%) TDD
2 7 (58.33%) Microservices
2 7 (58.33%) Algorithms
3 6 (50.00%) Apache Spark
4 5 (41.67%) Data Mining
4 5 (41.67%) Analytics
4 5 (41.67%) R
5 4 (33.33%) Node.js
5 4 (33.33%) Apache ZooKeeper
5 4 (33.33%) Low Latency
5 4 (33.33%) Big Data
5 4 (33.33%) Contextual Advertising
5 4 (33.33%) Unit Testing
5 4 (33.33%) Multithreading
5 4 (33.33%) Inversion of Control
5 4 (33.33%) BDD
5 4 (33.33%) Tomcat
5 4 (33.33%) SOA
5 4 (33.33%) JavaScript
5 4 (33.33%) Servlets
5 4 (33.33%) MySQL
5 4 (33.33%) Spring
5 4 (33.33%) Advertising
5 4 (33.33%) Kafka
5 4 (33.33%) Docker

Text Mining
Co-occurring 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 6 (50.00%) Apache Spark
2 4 (33.33%) Tomcat
3 1 (8.33%) SAS
Cloud Services
1 3 (25.00%) Amazon AWS
2 1 (8.33%) Google Cloud Platform
Database & Business Intelligence
1 5 (41.67%) Data Mining
2 4 (33.33%) Big Data
2 4 (33.33%) MySQL
3 3 (25.00%) Data Warehouse
3 3 (25.00%) Lumira
3 3 (25.00%) NoSQL
3 3 (25.00%) Oracle Reports
3 3 (25.00%) QlikView
3 3 (25.00%) Triplestore
4 2 (16.67%) Apache Cassandra
4 2 (16.67%) Apache Hive
4 2 (16.67%) Hadoop
4 2 (16.67%) Relational Database
Development Applications
1 4 (33.33%) Gatling
General
1 4 (33.33%) Advertising
2 1 (8.33%) Marketing
Job Titles
1 5 (41.67%) Data Scientist
2 4 (33.33%) Developer
2 4 (33.33%) Java Developer
2 4 (33.33%) Senior Developer
2 4 (33.33%) Senior Java Developer
3 2 (16.67%) Analytics Consultant
3 2 (16.67%) Consultant
3 2 (16.67%) Data Analytics Consultant
3 2 (16.67%) Data Consultant
3 2 (16.67%) QlikView Consultant
3 2 (16.67%) Software Engineer
3 2 (16.67%) Tableau Consultant
4 1 (8.33%) Platform Engineer
4 1 (8.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (33.33%) Kafka
1 4 (33.33%) Node.js
1 4 (33.33%) Servlets
1 4 (33.33%) Spring
1 4 (33.33%) Spring Boot
2 3 (25.00%) RESTful
Miscellaneous
1 7 (58.33%) Algorithms
2 3 (25.00%) Virtual Team
3 2 (16.67%) Semantic Web
Processes & Methodologies
1 8 (66.67%) Machine Learning
2 7 (58.33%) Agile Software Development
2 7 (58.33%) Microservices
2 7 (58.33%) TDD
3 5 (41.67%) Analytics
4 4 (33.33%) BDD
4 4 (33.33%) Concurrent Programming
4 4 (33.33%) Contextual Advertising
4 4 (33.33%) Inversion of Control
4 4 (33.33%) Low Latency
4 4 (33.33%) Multithreading
4 4 (33.33%) SOA
4 4 (33.33%) SQL Optimisation
4 4 (33.33%) Unit Testing
5 3 (25.00%) Continuous Integration
5 3 (25.00%) Data Ingestion
5 3 (25.00%) Data Visualisation
5 3 (25.00%) RDF
5 3 (25.00%) Validation
5 3 (25.00%) Visualisation
Programming Languages
1 8 (66.67%) Python
1 8 (66.67%) SQL
2 7 (58.33%) Java
3 5 (41.67%) R
4 4 (33.33%) JavaScript
5 3 (25.00%) SPARQL
6 2 (16.67%) MATLAB
System Software
1 4 (33.33%) Apache ZooKeeper
1 4 (33.33%) Docker
Systems Management
1 4 (33.33%) Kubernetes
1 4 (33.33%) Marathon
1 4 (33.33%) Mesos
Vendors
1 3 (25.00%) Google
1 3 (25.00%) Oracle
1 3 (25.00%) SAP
1 3 (25.00%) Tableau
1 3 (25.00%) Teradata
City, London
Eutopia Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: Yesterday
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 2 days ago