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

3 months to
25 May 2016
Same period 2015 Same period 2014
Text Mining
Rank 626 608 681
Rank change year-on-year
-18 +73
Permanent jobs citing Text Mining 21 41 16
As % of all permanent IT jobs located in London 0.052% 0.094% 0.033%
As % of the Database & Business Intelligence category 0.17% 0.29% 0.10%
Number of salaries quoted 20 21 15
Median salary £47,000 £65,000 £52,500
Median salary % change year-on-year
-27.69% +23.80%
90% offered a salary of more than £42,250 £52,500 £35,000
10% offered a salary of more than £75,000 £140,000 £79,000
UK excluding London median salary £40,000 £62,500 £42,500
% change year-on-year
-36.00% +47.05%
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
12201 13920 15431
As % of all permanent IT jobs located in London 30.11% 32.03% 31.71%
Number of salaries quoted 10683 11909 13375
Median salary £57,500 £57,500 £52,500
Median salary % change year-on-year
- +9.52%
90% offered a salary of more than £40,000 £38,500 £35,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 25 May 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 25 May 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 - 3 £47,000 -
Wimbledon - 1 £30,000 -
Text Mining
England

Text Mining
Top 30 Related IT Skills in London

For the 6 months to 25 May 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 44 (100.00%) Data Mining
2 36 (81.82%) Hadoop
3 35 (79.55%) Machine Learning
4 32 (72.73%) Analytics
5 29 (65.91%) Python
6 24 (54.55%) Big Data
7 23 (52.27%) SQL
8 22 (50.00%) R
8 22 (50.00%) Apache Spark
9 21 (47.73%) Relational Database
10 20 (45.45%) Algorithms
11 19 (43.18%) Java
12 18 (40.91%) Scala
12 18 (40.91%) Apache Hive
13 14 (31.82%) Predictive Modelling
13 14 (31.82%) Marketing
14 13 (29.55%) MATLAB
14 13 (29.55%) Computer Science
15 12 (27.27%) Logistic Regression
15 12 (27.27%) NoSQL
15 12 (27.27%) Finance
16 11 (25.00%) Neural Network
16 11 (25.00%) Degree
17 10 (22.73%) Apache Cassandra
17 10 (22.73%) Statistics
17 10 (22.73%) scikit-learn
18 9 (20.45%) Information Retrieval
18 9 (20.45%) CHAID
18 9 (20.45%) Data Modelling
18 9 (20.45%) Business Intelligence

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 22 (50.00%) Apache Spark
2 6 (13.64%) Apache Pig
3 5 (11.36%) Apache
4 4 (9.09%) Apache Solr
5 3 (6.82%) SAS
5 3 (6.82%) SharePoint
6 1 (2.27%) Node.js
Applications
1 5 (11.36%) Weka
2 3 (6.82%) MS Excel
3 1 (2.27%) MS Office
3 1 (2.27%) SPSS
Cloud Services
1 3 (6.82%) Microsoft Azure
Database & Business Intelligence
1 44 (100.00%) Data Mining
2 36 (81.82%) Hadoop
3 24 (54.55%) Big Data
4 21 (47.73%) Relational Database
5 18 (40.91%) Apache Hive
6 12 (27.27%) NoSQL
7 10 (22.73%) Apache Cassandra
8 9 (20.45%) RDBMS
9 8 (18.18%) Redis
10 7 (15.91%) Amazon Redshift
10 7 (15.91%) PostgreSQL
11 6 (13.64%) MongoDB
12 3 (6.82%) SQL Server
13 2 (4.55%) Data Warehouse
13 2 (4.55%) Mahout
13 2 (4.55%) OLAP
13 2 (4.55%) PowerPivot
13 2 (4.55%) SQL Server Analysis Services
13 2 (4.55%) SQL Server Integration Services
13 2 (4.55%) SQL Server Reporting Services
General
1 14 (31.82%) Marketing
2 12 (27.27%) Finance
3 7 (15.91%) Advertising
4 2 (4.55%) Law
Job Titles
1 25 (56.82%) Data Scientist
2 9 (20.45%) Senior Data Scientist
3 8 (18.18%) Data Engineer
4 6 (13.64%) Hadoop Engineer
4 6 (13.64%) Java Engineer
4 6 (13.64%) Machine Learning Engineer
5 4 (9.09%) Architect
6 3 (6.82%) Data Architect
6 3 (6.82%) Research Scientist
7 2 (4.55%) Analyst
7 2 (4.55%) Data Strategist
7 2 (4.55%) Developer
7 2 (4.55%) Hadoop Developer
7 2 (4.55%) Java Developer
7 2 (4.55%) Java Hadoop Developer
7 2 (4.55%) Machine Learning Scientist
7 2 (4.55%) Quantitative Strategist
8 1 (2.27%) Analytics Manager
8 1 (2.27%) Big Data Engineer
8 1 (2.27%) SQL BI Architect
Libraries, Frameworks & Software Standards
1 10 (22.73%) scikit-learn
2 3 (6.82%) MLlib
2 3 (6.82%) Natural Language Processing
3 2 (4.55%) MDX
3 2 (4.55%) Pandas
3 2 (4.55%) SciPy
4 1 (2.27%) D3.js
Miscellaneous
1 20 (45.45%) Algorithms
2 13 (29.55%) Computer Science
3 11 (25.00%) Neural Network
4 10 (22.73%) Statistics
5 7 (15.91%) Data Structures
5 7 (15.91%) Mathematics
5 7 (15.91%) Visualisation
6 6 (13.64%) Fintech
7 5 (11.36%) Analytical Skills
8 4 (9.09%) Applied Mathematics
9 3 (6.82%) Data Integration
9 3 (6.82%) Smart Energy
9 3 (6.82%) Social Network
10 2 (4.55%) Clustering
10 2 (4.55%) Management Information System
Operating Systems
1 7 (15.91%) Linux
Processes & Methodologies
1 35 (79.55%) Machine Learning
2 32 (72.73%) Analytics
3 14 (31.82%) Predictive Modelling
4 12 (27.27%) Logistic Regression
5 9 (20.45%) Business Intelligence
5 9 (20.45%) CHAID
5 9 (20.45%) Cluster Analysis
5 9 (20.45%) Data Modelling
5 9 (20.45%) Information Retrieval
5 9 (20.45%) Predictive Analytics
5 9 (20.45%) Statistical Modelling
6 7 (15.91%) OO
7 6 (13.64%) Statistical Analysis
8 5 (11.36%) Data Analysis
8 5 (11.36%) Data Visualisation
9 4 (9.09%) Data Analytics
9 4 (9.09%) Data Engineering
9 4 (9.09%) Data Management
9 4 (9.09%) E-Commerce
9 4 (9.09%) Master Data Management
Programming Languages
1 29 (65.91%) Python
2 23 (52.27%) SQL
3 22 (50.00%) R
4 19 (43.18%) Java
5 18 (40.91%) Scala
6 13 (29.55%) MATLAB
7 5 (11.36%) HiveQL
8 4 (9.09%) Shell Script
9 2 (4.55%) C++
9 2 (4.55%) T-SQL
10 1 (2.27%) JavaScript
10 1 (2.27%) VBA
Qualifications
1 11 (25.00%) Degree
2 9 (20.45%) PhD
3 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 4 (9.09%) Data Quality
System Software
1 1 (2.27%) HDFS
Systems Management
1 4 (9.09%) EMC NetWorker
Vendors
1 3 (6.82%) Microsoft
1 3 (6.82%) Tableau
2 2 (4.55%) Hortonworks
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: 6 days ago