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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Text Mining
Rank 253 304 366
Rank change year-on-year
+51 +62
Permanent jobs citing Text Mining 5 2 1
As % of all permanent IT jobs located in the City of London 0.079% 0.019% 0.008%
As % of the Database & Business Intelligence category 0.29% 0.065% 0.025%
Number of salaries quoted 4 2 1
Median salary £55,000 £65,000 £70,000
Median salary % change year-on-year
-15.38% -7.14%
UK excluding London median salary £40,000 £61,250 £60,000
% change year-on-year
-34.69% +2.08%
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
1713 3058 4069
As % of all permanent IT jobs located in the City of London 27.22% 29.55% 30.97%
Number of salaries quoted 1540 2653 3537
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Text Mining across the City of London region over the 3 months to 25 June 2016.

Text Mining Salary Histogram in the City of London

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

For the 6 months to 25 June 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%) Hadoop
3 6 (75.00%) Apache Hive
3 6 (75.00%) Analytics
3 6 (75.00%) SQL
3 6 (75.00%) Python
4 5 (62.50%) Machine Learning
4 5 (62.50%) R
4 5 (62.50%) Relational Database
5 4 (50.00%) Data Visualisation
5 4 (50.00%) Visualisation
5 4 (50.00%) Big Data
5 4 (50.00%) Apache Spark
5 4 (50.00%) Algorithms
6 3 (37.50%) MapReduce
6 3 (37.50%) Tableau
6 3 (37.50%) Data Quality
6 3 (37.50%) Data Modelling
6 3 (37.50%) Apache Cassandra
6 3 (37.50%) Java
6 3 (37.50%) MATLAB
6 3 (37.50%) CHAID
6 3 (37.50%) Data Management
6 3 (37.50%) Logistic Regression
6 3 (37.50%) Cluster Analysis
7 2 (25.00%) Statistics
7 2 (25.00%) Information Management
7 2 (25.00%) Management Information System
7 2 (25.00%) Validation
7 2 (25.00%) Project Management

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 4 (50.00%) Apache Spark
2 1 (12.50%) Apache Solr
Database & Business Intelligence
1 8 (100.00%) Data Mining
2 7 (87.50%) Hadoop
3 6 (75.00%) Apache Hive
4 5 (62.50%) Relational Database
5 4 (50.00%) Big Data
6 3 (37.50%) Apache Cassandra
7 2 (25.00%) Data Warehouse
7 2 (25.00%) Enterprise Data Warehouse
7 2 (25.00%) MySQL
7 2 (25.00%) OLAP
7 2 (25.00%) Oracle OLAP
7 2 (25.00%) RDBMS
7 2 (25.00%) Riak
7 2 (25.00%) SQL Server
7 2 (25.00%) Sqoop
7 2 (25.00%) Star Schema
8 1 (12.50%) NoSQL
8 1 (12.50%) QlikView
8 1 (12.50%) Sisense
General
1 1 (12.50%) Marketing
Job Titles
1 5 (62.50%) Data Scientist
2 2 (25.00%) Architect
2 2 (25.00%) Data Architect
3 1 (12.50%) Machine Learning Scientist
3 1 (12.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (12.50%) D3.js
1 1 (12.50%) Natural Language Processing
Miscellaneous
1 4 (50.00%) Algorithms
1 4 (50.00%) Visualisation
2 2 (25.00%) Computer Science
2 2 (25.00%) Data Integration
2 2 (25.00%) Management Information System
2 2 (25.00%) Statistics
3 1 (12.50%) Analytical Skills
3 1 (12.50%) Applied Mathematics
3 1 (12.50%) Mathematics
3 1 (12.50%) Neural Network
3 1 (12.50%) Social Network
Processes & Methodologies
1 6 (75.00%) Analytics
2 5 (62.50%) Machine Learning
3 4 (50.00%) Data Visualisation
4 3 (37.50%) CHAID
4 3 (37.50%) Cluster Analysis
4 3 (37.50%) Data Management
4 3 (37.50%) Data Modelling
4 3 (37.50%) Logistic Regression
4 3 (37.50%) MapReduce
5 2 (25.00%) Business Intelligence
5 2 (25.00%) Data Analytics
5 2 (25.00%) Data Architecture
5 2 (25.00%) Dimensional Modelling
5 2 (25.00%) ETL
5 2 (25.00%) Information Management
5 2 (25.00%) ITIL
5 2 (25.00%) Predictive Modelling
5 2 (25.00%) Project Management
5 2 (25.00%) SDLC
5 2 (25.00%) Validation
Programming Languages
1 6 (75.00%) Python
1 6 (75.00%) SQL
2 5 (62.50%) R
3 3 (37.50%) Java
3 3 (37.50%) MATLAB
4 2 (25.00%) Scala
5 1 (12.50%) Julia
5 1 (12.50%) Shell Script
Qualifications
1 1 (12.50%) Degree
1 1 (12.50%) PhD
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
Systems Management
1 1 (12.50%) EMC NetWorker
Vendors
1 3 (37.50%) Tableau
2 2 (25.00%) Microsoft
2 2 (25.00%) Oracle
3 1 (12.50%) Hortonworks