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

Text Mining
London / City of London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 218 250 313
Rank change year-on-year +32 +63  
Permanent jobs citing Text Mining 9 5 2
As % of all permanent IT jobs advertised in the City of London 0.18% 0.078% 0.020%
As % of the Database & Business Intelligence category 0.56% 0.29% 0.067%
Number of salaries quoted 9 4 2
Median salary £67,500 £55,000 £65,000
Median salary % change year-on-year +22.72% -15.38%  
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 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 1602 1746 3001
As % of all permanent IT job vacancies advertised in the City of London 31.17% 27.41% 29.50%
Number of salaries quoted 3648 4452 6730
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £37,500 £37,500 £37,450
10% offered a salary of more than £80,000 £80,000 £85,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Text Mining
Job Vacancy Trend in the City of London

Job postings citing Text Mining as a percentage of all IT jobs advertised in the City of London.

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 28 June 2017.

Salary histogram for Text Mining in the City of London

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 City of London region with a requirement for Text Mining.

1 14 (93.33%) Machine Learning
2 12 (80.00%) Python
3 11 (73.33%) Data Mining
3 11 (73.33%) R
4 9 (60.00%) Data Visualisation
4 9 (60.00%) Tableau
4 9 (60.00%) Visualisation
4 9 (60.00%) Oracle
4 9 (60.00%) Algorithms
5 8 (53.33%) Lumira
5 8 (53.33%) Virtual Team
5 8 (53.33%) SAP
5 8 (53.33%) Oracle Reports
5 8 (53.33%) Data Warehouse
5 8 (53.33%) Validation
5 8 (53.33%) Teradata
5 8 (53.33%) QlikView
6 7 (46.67%) Analytics
6 7 (46.67%) Big Data
6 7 (46.67%) SAS
7 6 (40.00%) Statistical Modelling
8 5 (33.33%) Apache Spark
9 4 (26.67%) SQL
10 3 (20.00%) Java
10 3 (20.00%) CHAID
10 3 (20.00%) MATLAB
10 3 (20.00%) Agile Software Development
10 3 (20.00%) TDD
10 3 (20.00%) Logistic Regression
10 3 (20.00%) Cluster Analysis

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 7 (46.67%) SAS
2 5 (33.33%) Apache Spark
3 2 (13.33%) Apache Solr
3 2 (13.33%) Elasticsearch
Applications
1 1 (6.67%) Microsoft Excel
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Google Cloud Platform
Database & Business Intelligence
1 11 (73.33%) Data Mining
2 8 (53.33%) Data Warehouse
2 8 (53.33%) Lumira
2 8 (53.33%) Oracle Reports
2 8 (53.33%) QlikView
3 7 (46.67%) Big Data
4 3 (20.00%) Apache Cassandra
4 3 (20.00%) Apache Hive
4 3 (20.00%) Hadoop
4 3 (20.00%) Relational Database
5 2 (13.33%) Neo4j
6 1 (6.67%) NoSQL
6 1 (6.67%) Spotfire
6 1 (6.67%) SQL Server
6 1 (6.67%) Triplestore
General
1 2 (13.33%) Pharmaceutical
2 1 (6.67%) Finance
2 1 (6.67%) Marketing
Job Titles
1 11 (73.33%) Data Scientist
2 2 (13.33%) Analytics Consultant
2 2 (13.33%) Consultant
2 2 (13.33%) Data Analytics Consultant
2 2 (13.33%) Data Analytics Scientist
2 2 (13.33%) Data Consultant
2 2 (13.33%) Developer
2 2 (13.33%) Java Developer
2 2 (13.33%) Java Engineer
2 2 (13.33%) Java Programmer
2 2 (13.33%) Programmer
2 2 (13.33%) QlikView Consultant
2 2 (13.33%) Tableau Consultant
3 1 (6.67%) Analyst
3 1 (6.67%) Audit Analyst
3 1 (6.67%) Data Analyst
3 1 (6.67%) Platform Engineer
3 1 (6.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (20.00%) RESTful
2 2 (13.33%) Lucene
2 2 (13.33%) REST
2 2 (13.33%) Web Services
3 1 (6.67%) Natural Language Processing
Miscellaneous
1 9 (60.00%) Algorithms
2 8 (53.33%) Virtual Team
3 2 (13.33%) Greenfield Project
3 2 (13.33%) Semantic Web
4 1 (6.67%) Analytical Skills
4 1 (6.67%) Computer Science
4 1 (6.67%) Robotics
Processes & Methodologies
1 14 (93.33%) Machine Learning
2 9 (60.00%) Data Visualisation
2 9 (60.00%) Visualisation
3 8 (53.33%) Validation
4 7 (46.67%) Analytics
5 6 (40.00%) Statistical Modelling
6 3 (20.00%) Agile Software Development
6 3 (20.00%) CHAID
6 3 (20.00%) Cluster Analysis
6 3 (20.00%) Cognitive Analytics
6 3 (20.00%) Logistic Regression
6 3 (20.00%) TDD
7 2 (13.33%) BDD
7 2 (13.33%) Data Analytics
7 2 (13.33%) DevOps
8 1 (6.67%) Continuous Integration
8 1 (6.67%) Data Ingestion
8 1 (6.67%) Informatics
8 1 (6.67%) Microservices
8 1 (6.67%) Use Case
Programming Languages
1 12 (80.00%) Python
2 11 (73.33%) R
3 4 (26.67%) SQL
4 3 (20.00%) Java
4 3 (20.00%) MATLAB
5 1 (6.67%) SPARQL
5 1 (6.67%) VBA
Qualifications
1 2 (13.33%) Degree
2 1 (6.67%) PhD
System Software
1 2 (13.33%) Docker
Vendors
1 9 (60.00%) Oracle
1 9 (60.00%) Tableau
2 8 (53.33%) SAP
2 8 (53.33%) Teradata
3 1 (6.67%) Google
City, London
Austin Fraser
Salary: £60000 - £75000 per annum
Posted: 2 days ago