The table below looks at the statistics for Text Mining skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Text Mining over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Text Mining
Rank 622 614 682
Rank change year-on-year
-8 +68
Permanent jobs citing Text Mining 23 47 18
As % of all permanent IT jobs located in London 0.057% 0.11% 0.036%
As % of the Database & Business Intelligence category 0.20% 0.33% 0.11%
Number of salaries quoted 22 28 16
Median salary £47,000 £80,000 £65,000
Median salary % change year-on-year
-41.25% +23.07%
90% offered a salary of more than £40,250 £61,000 £42,500
10% offered a salary of more than £75,000 £140,000 £77,500
UK excluding London median salary £40,000 £61,250 £60,000
% change year-on-year
-34.69% +2.08%
Text Mining
England

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 London region.

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
11785 14212 15667
As % of all permanent IT jobs located in London 29.45% 32.17% 31.72%
Number of salaries quoted 10269 12055 13675
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 £39,000 £37,309
10% offered a salary of more than £80,000 £77,500 £80,000
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 London

The demand trend of job ads across the 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 London

Text Mining
Salary Trend in London

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

Text Mining Salary Trend in London

Text Mining
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Text Mining across the London region over the 3 months to 28 June 2016.

Text Mining Salary Histogram in London

Text Mining
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the London region over the 3 months to 28 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +63 5 £55,000 -15.38% 1
Wimbledon - 1 £30,000 -
Text Mining
England

Text Mining
Top 30 Related IT Skills in London

For the 6 months to 28 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 London region with a requirement for Text Mining.

1 42 (100.00%) Data Mining
2 34 (80.95%) Hadoop
3 31 (73.81%) Machine Learning
4 28 (66.67%) Python
5 27 (64.29%) Big Data
5 27 (64.29%) Analytics
6 23 (54.76%) Apache Spark
7 22 (52.38%) Algorithms
7 22 (52.38%) SQL
8 20 (47.62%) Java
8 20 (47.62%) Relational Database
8 20 (47.62%) R
9 19 (45.24%) Scala
10 18 (42.86%) Apache Hive
11 14 (33.33%) Predictive Modelling
12 13 (30.95%) NoSQL
13 12 (28.57%) Visualisation
14 11 (26.19%) Apache Cassandra
14 11 (26.19%) Neural Network
14 11 (26.19%) Marketing
15 10 (23.81%) Finance
15 10 (23.81%) RDBMS
15 10 (23.81%) MATLAB
15 10 (23.81%) Logistic Regression
15 10 (23.81%) Computer Science
15 10 (23.81%) Data Visualisation
15 10 (23.81%) Statistical Modelling
15 10 (23.81%) Information Retrieval
15 10 (23.81%) scikit-learn
16 9 (21.43%) Redis

Text Mining
Top Related IT Skills in 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 23 (54.76%) Apache Spark
2 5 (11.90%) Apache Pig
3 4 (9.52%) Apache
4 3 (7.14%) Apache Solr
5 2 (4.76%) SAS
Applications
1 4 (9.52%) Weka
2 2 (4.76%) SPSS
3 1 (2.38%) MS Excel
3 1 (2.38%) MS Office
Cloud Services
1 1 (2.38%) Amazon AWS
1 1 (2.38%) SaaS
Database & Business Intelligence
1 42 (100.00%) Data Mining
2 34 (80.95%) Hadoop
3 27 (64.29%) Big Data
4 20 (47.62%) Relational Database
5 18 (42.86%) Apache Hive
6 13 (30.95%) NoSQL
7 11 (26.19%) Apache Cassandra
8 10 (23.81%) RDBMS
9 9 (21.43%) Redis
10 8 (19.05%) Amazon Redshift
10 8 (19.05%) PostgreSQL
11 5 (11.90%) MongoDB
12 3 (7.14%) Data Warehouse
12 3 (7.14%) SQL Server
13 2 (4.76%) MySQL
13 2 (4.76%) OLAP
13 2 (4.76%) Oracle OLAP
13 2 (4.76%) QlikView
13 2 (4.76%) Sqoop
13 2 (4.76%) Star Schema
General
1 11 (26.19%) Marketing
2 10 (23.81%) Finance
3 8 (19.05%) Advertising
4 1 (2.38%) Law
Job Titles
1 24 (57.14%) Data Scientist
2 9 (21.43%) Data Engineer
3 7 (16.67%) Hadoop Engineer
3 7 (16.67%) Java Engineer
3 7 (16.67%) Machine Learning Engineer
3 7 (16.67%) Senior Data Scientist
4 3 (7.14%) Architect
4 3 (7.14%) Machine Learning Scientist
5 2 (4.76%) Analyst
5 2 (4.76%) Data Architect
5 2 (4.76%) Data Strategist
5 2 (4.76%) Developer
5 2 (4.76%) Hadoop Developer
5 2 (4.76%) Java Developer
5 2 (4.76%) Java Hadoop Developer
5 2 (4.76%) Quantitative Strategist
5 2 (4.76%) Solutions Architect
6 1 (2.38%) Lead Solutions Architect
6 1 (2.38%) Research Scientist
6 1 (2.38%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 10 (23.81%) scikit-learn
2 6 (14.29%) Natural Language Processing
3 2 (4.76%) D3.js
3 2 (4.76%) MLlib
4 1 (2.38%) Node.js
4 1 (2.38%) Pandas
4 1 (2.38%) SciPy
4 1 (2.38%) Web Services
Miscellaneous
1 22 (52.38%) Algorithms
2 12 (28.57%) Visualisation
3 11 (26.19%) Neural Network
4 10 (23.81%) Computer Science
5 9 (21.43%) Statistics
6 8 (19.05%) Data Structures
7 6 (14.29%) Analytical Skills
7 6 (14.29%) Fintech
7 6 (14.29%) Mathematics
7 6 (14.29%) Social Network
8 3 (7.14%) Applied Mathematics
9 2 (4.76%) Data Integration
9 2 (4.76%) Management Information System
10 1 (2.38%) Hedge funds
10 1 (2.38%) Smart Energy
Operating Systems
1 8 (19.05%) Linux
Processes & Methodologies
1 31 (73.81%) Machine Learning
2 27 (64.29%) Analytics
3 14 (33.33%) Predictive Modelling
4 10 (23.81%) Data Visualisation
4 10 (23.81%) Information Retrieval
4 10 (23.81%) Logistic Regression
4 10 (23.81%) Statistical Modelling
5 9 (21.43%) Business Intelligence
5 9 (21.43%) CHAID
5 9 (21.43%) Cluster Analysis
6 8 (19.05%) OO
7 7 (16.67%) Data Modelling
8 6 (14.29%) Predictive Analytics
9 5 (11.90%) Statistical Analysis
10 4 (9.52%) Data Analytics
10 4 (9.52%) Data Management
10 4 (9.52%) E-Commerce
11 3 (7.14%) Business Development
11 3 (7.14%) ETL
11 3 (7.14%) MapReduce
Programming Languages
1 28 (66.67%) Python
2 22 (52.38%) SQL
3 20 (47.62%) Java
3 20 (47.62%) R
4 19 (45.24%) Scala
5 10 (23.81%) MATLAB
6 4 (9.52%) HiveQL
7 3 (7.14%) C++
7 3 (7.14%) Shell Script
8 2 (4.76%) Julia
9 1 (2.38%) Haskell
9 1 (2.38%) JavaScript
9 1 (2.38%) VBA
Qualifications
1 9 (21.43%) Degree
2 8 (19.05%) PhD
3 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 4 (9.52%) Data Quality
System Software
1 1 (2.38%) HDFS
Systems Management
1 3 (7.14%) EMC NetWorker
Vendors
1 6 (14.29%) Tableau
2 2 (4.76%) Hortonworks
2 2 (4.76%) Microsoft
2 2 (4.76%) Oracle
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: Yesterday
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: Yesterday
London
Imperative People
Salary: £90000 - £130000 per annum + excellent bens package
Posted: 5 days ago
London
Client Server
Salary: £40000 - £50000 per annum + benefits
Posted: 13 days ago