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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Text Mining
Rank 240 289 -
Rank change year-on-year
+49 -
Permanent jobs citing Text Mining 3 1 0
As % of all permanent IT jobs located in the City of London 0.050% 0.012% -
As % of the Database & Business Intelligence category 0.16% 0.039% -
Number of salaries quoted 3 1 0
Median salary £55,000 £57,500 -
Median salary % change year-on-year
-4.34% -
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
1823 2564 3246
As % of all permanent IT jobs located in the City of London 30.52% 29.51% 28.78%
Number of salaries quoted 1663 2221 2833
Median salary £60,000 £57,500 £54,500
Median salary % change year-on-year
+4.34% +5.50%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 28 September 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 8 (100.00%) Data Mining
2 7 (87.50%) SQL
3 6 (75.00%) Hadoop
3 6 (75.00%) Apache Hive
3 6 (75.00%) Big Data
4 5 (62.50%) Machine Learning
4 5 (62.50%) Analytics
4 5 (62.50%) Relational Database
4 5 (62.50%) Python
4 5 (62.50%) ETL
5 4 (50.00%) MapReduce
5 4 (50.00%) Data Visualisation
5 4 (50.00%) Visualisation
6 3 (37.50%) Dimensional Modelling
6 3 (37.50%) Data Integration
6 3 (37.50%) Data Architecture
6 3 (37.50%) Oracle OLAP
6 3 (37.50%) Tableau
6 3 (37.50%) Data Quality
6 3 (37.50%) Riak
6 3 (37.50%) Data Analytics
6 3 (37.50%) Sqoop
6 3 (37.50%) Apache Spark
6 3 (37.50%) Algorithms
6 3 (37.50%) Enterprise Data Warehouse
6 3 (37.50%) SDLC
6 3 (37.50%) Business Intelligence
6 3 (37.50%) RDBMS
6 3 (37.50%) Star Schema
6 3 (37.50%) Microsoft

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 3 (37.50%) Apache Spark
Cloud Services
1 2 (25.00%) Amazon AWS
Database & Business Intelligence
1 8 (100.00%) Data Mining
2 6 (75.00%) Apache Hive
2 6 (75.00%) Big Data
2 6 (75.00%) Hadoop
3 5 (62.50%) Relational Database
4 3 (37.50%) Data Warehouse
4 3 (37.50%) Enterprise Data Warehouse
4 3 (37.50%) MySQL
4 3 (37.50%) OLAP
4 3 (37.50%) Oracle OLAP
4 3 (37.50%) RDBMS
4 3 (37.50%) Riak
4 3 (37.50%) SQL Server
4 3 (37.50%) Sqoop
4 3 (37.50%) Star Schema
5 2 (25.00%) Apache Cassandra
5 2 (25.00%) NoSQL
5 2 (25.00%) Triplestore
Job Titles
1 3 (37.50%) Architect
1 3 (37.50%) Data Architect
1 3 (37.50%) Data Scientist
2 2 (25.00%) Software Engineer
3 1 (12.50%) Big Data Engineer
3 1 (12.50%) Machine Learning Scientist
3 1 (12.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (25.00%) RESTful
2 1 (12.50%) D3.js
2 1 (12.50%) Natural Language Processing
Miscellaneous
1 4 (50.00%) Visualisation
2 3 (37.50%) Algorithms
2 3 (37.50%) Data Integration
2 3 (37.50%) Management Information System
3 2 (25.00%) Semantic Web
4 1 (12.50%) Analytical Skills
4 1 (12.50%) Computer Science
4 1 (12.50%) Neural Network
4 1 (12.50%) Social Network
4 1 (12.50%) Statistics
Processes & Methodologies
1 5 (62.50%) Analytics
1 5 (62.50%) ETL
1 5 (62.50%) Machine Learning
2 4 (50.00%) Data Visualisation
2 4 (50.00%) MapReduce
3 3 (37.50%) Business Intelligence
3 3 (37.50%) Data Analytics
3 3 (37.50%) Data Architecture
3 3 (37.50%) Data Management
3 3 (37.50%) Data Modelling
3 3 (37.50%) Dimensional Modelling
3 3 (37.50%) Information Management
3 3 (37.50%) ITIL
3 3 (37.50%) Project Management
3 3 (37.50%) SDLC
3 3 (37.50%) Validation
4 2 (25.00%) Cluster Analysis
4 2 (25.00%) Logistic Regression
4 2 (25.00%) Software Engineering
4 2 (25.00%) Technical Architecture
Programming Languages
1 7 (87.50%) SQL
2 5 (62.50%) Python
3 3 (37.50%) Java
4 2 (25.00%) MATLAB
4 2 (25.00%) R
4 2 (25.00%) SPARQL
5 1 (12.50%) Julia
5 1 (12.50%) Scala
Qualifications
1 1 (12.50%) PhD
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
Vendors
1 3 (37.50%) Microsoft
1 3 (37.50%) Oracle
1 3 (37.50%) Tableau
2 2 (25.00%) Google