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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Text Mining
Rank 592 639 668
Rank change year-on-year
+47 +29
Permanent jobs citing Text Mining 23 17 9
As % of all permanent IT jobs located in London 0.060% 0.039% 0.019%
As % of the Database & Business Intelligence category 0.20% 0.13% 0.061%
Number of salaries quoted 23 16 8
Median salary £60,000 £70,000 £70,000
Median salary % change year-on-year
-14.28% -
90% offered a salary of more than £45,500 £59,750 £65,000
10% offered a salary of more than £108,000 £90,000 £180,000
UK excluding London median salary £47,500 £62,000 £50,000
% change year-on-year
-23.38% +24.00%
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
11366 13148 14790
As % of all permanent IT jobs located in London 29.44% 29.91% 31.29%
Number of salaries quoted 9898 11118 12850
Median salary £60,000 £57,500 £52,500
Median salary % change year-on-year
+4.34% +9.52%
90% offered a salary of more than £40,000 £39,000 £36,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 August 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 27 August 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 +65 4 £60,000 -7.69%
Text Mining
England

Text Mining
Top 30 Related IT Skills in London

For the 6 months to 27 August 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 33 (75.00%) Hadoop
3 27 (61.36%) Big Data
4 25 (56.82%) SQL
5 24 (54.55%) Python
5 24 (54.55%) Relational Database
6 22 (50.00%) Algorithms
6 22 (50.00%) Analytics
7 21 (47.73%) Machine Learning
8 20 (45.45%) Apache Spark
9 17 (38.64%) Information Retrieval
9 17 (38.64%) Statistical Modelling
9 17 (38.64%) Apache Hive
10 15 (34.09%) Java
11 14 (31.82%) RDBMS
11 14 (31.82%) Scala
11 14 (31.82%) Visualisation
12 13 (29.55%) Apache Cassandra
12 13 (29.55%) NoSQL
12 13 (29.55%) Business Intelligence
13 12 (27.27%) CHAID
13 12 (27.27%) Neural Network
13 12 (27.27%) Logistic Regression
13 12 (27.27%) Cluster Analysis
13 12 (27.27%) R
13 12 (27.27%) Redis
13 12 (27.27%) scikit-learn
14 11 (25.00%) Data Structures
14 11 (25.00%) Amazon Redshift
14 11 (25.00%) Advertising

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 20 (45.45%) Apache Spark
2 1 (2.27%) Apache Pig
2 1 (2.27%) SAS
Applications
1 2 (4.55%) SPSS
2 1 (2.27%) MS Excel
2 1 (2.27%) MS Office
Cloud Services
1 1 (2.27%) Amazon AWS
1 1 (2.27%) SaaS
Database & Business Intelligence
1 44 (100.00%) Data Mining
2 33 (75.00%) Hadoop
3 27 (61.36%) Big Data
4 24 (54.55%) Relational Database
5 17 (38.64%) Apache Hive
6 14 (31.82%) RDBMS
7 13 (29.55%) Apache Cassandra
7 13 (29.55%) NoSQL
8 12 (27.27%) Redis
9 11 (25.00%) Amazon Redshift
9 11 (25.00%) PostgreSQL
10 5 (11.36%) Data Lake
11 4 (9.09%) Data Warehouse
11 4 (9.09%) Impala
11 4 (9.09%) SQL Server
12 3 (6.82%) Enterprise Data Warehouse
12 3 (6.82%) MySQL
12 3 (6.82%) OLAP
12 3 (6.82%) Oracle OLAP
12 3 (6.82%) Star Schema
General
1 11 (25.00%) Advertising
2 10 (22.73%) Finance
3 7 (15.91%) Marketing
Job Titles
1 24 (54.55%) Data Scientist
2 9 (20.45%) Data Engineer
3 8 (18.18%) Hadoop Engineer
3 8 (18.18%) Java Engineer
4 7 (15.91%) Architect
4 7 (15.91%) Data Architect
4 7 (15.91%) Machine Learning Engineer
4 7 (15.91%) Senior Data Scientist
5 4 (9.09%) Big Data Architect
5 4 (9.09%) Developer
5 4 (9.09%) ETL Architect
5 4 (9.09%) Java Developer
6 2 (4.55%) Analyst
6 2 (4.55%) Big Data Developer
6 2 (4.55%) Data Consultant
6 2 (4.55%) Hadoop Developer
6 2 (4.55%) IT Consultant
6 2 (4.55%) Java Hadoop Developer
6 2 (4.55%) Machine Learning Developer
6 2 (4.55%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 12 (27.27%) scikit-learn
2 4 (9.09%) Natural Language Processing
3 2 (4.55%) D3.js
4 1 (2.27%) MLlib
4 1 (2.27%) Node.js
4 1 (2.27%) Web Services
Miscellaneous
1 22 (50.00%) Algorithms
2 14 (31.82%) Visualisation
3 12 (27.27%) Neural Network
4 11 (25.00%) Data Structures
5 9 (20.45%) Analytical Skills
6 6 (13.64%) Computer Science
6 6 (13.64%) Fintech
7 5 (11.36%) Social Network
8 4 (9.09%) Mathematics
9 3 (6.82%) Data Integration
9 3 (6.82%) Management Information System
9 3 (6.82%) Statistics
10 1 (2.27%) Hedge funds
Operating Systems
1 11 (25.00%) Linux
Processes & Methodologies
1 22 (50.00%) Analytics
2 21 (47.73%) Machine Learning
3 17 (38.64%) Information Retrieval
3 17 (38.64%) Statistical Modelling
4 13 (29.55%) Business Intelligence
5 12 (27.27%) CHAID
5 12 (27.27%) Cluster Analysis
5 12 (27.27%) Logistic Regression
6 10 (22.73%) Predictive Modelling
7 9 (20.45%) Data Visualisation
7 9 (20.45%) OO
8 8 (18.18%) ETL
9 6 (13.64%) Data Analytics
9 6 (13.64%) Statistical Analysis
10 5 (11.36%) Information Governance
10 5 (11.36%) Line Management
11 4 (9.09%) Customer Analytics
11 4 (9.09%) Data Modelling
11 4 (9.09%) Digital Analytics
11 4 (9.09%) MapReduce
Programming Languages
1 25 (56.82%) SQL
2 24 (54.55%) Python
3 15 (34.09%) Java
4 14 (31.82%) Scala
5 12 (27.27%) R
6 2 (4.55%) Julia
6 2 (4.55%) MATLAB
7 1 (2.27%) C++
7 1 (2.27%) Haskell
7 1 (2.27%) JavaScript
7 1 (2.27%) VBA
Qualifications
1 5 (11.36%) Degree
2 4 (9.09%) PhD
Quality Assurance & Compliance
1 3 (6.82%) Data Quality
System Software
1 1 (2.27%) HDFS
Vendors
1 8 (18.18%) Tableau
2 3 (6.82%) Microsoft
2 3 (6.82%) Oracle
London
Imperative People
Salary: £90000 - £110000 per annum + excellent bens package
Posted: 3 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 8 days ago