The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Text Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Text Mining over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Text Mining
England / London
Rank 542 625 635
Rank change year-on-year +83 +10  
Permanent jobs citing Text Mining 25 20 14
As % of all permanent IT jobs advertised in London 0.075% 0.048% 0.034%
As % of the Database & Business Intelligence category 0.25% 0.15% 0.11%
Number of salaries quoted 21 17 9
Median salary £67,500 £75,000 £57,500
Median salary % change year-on-year -10.00% +30.43%  
90% offered a salary of more than £42,500 £45,000 £42,000
10% offered a salary of more than £77,500 £87,000 £100,000
UK excluding London median salary £35,000 £40,000 -
% change year-on-year -12.50% -  

Text Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
London
Permanent job vacancies with a requirement for database and business intelligence skills 10050 12953 12652
As % of all permanent IT job vacancies advertised in London 30.27% 31.20% 30.31%
Number of salaries quoted 8735 11300 10855
Median salary £60,000 £56,500 £55,000
Median salary % change year-on-year +6.19% +2.72%  
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 £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Text Mining
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Text Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Text Mining 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 in London.

Salary trend for Text Mining in London

Text Mining
Salary Histogram in London

The salary distribution of IT jobs citing Text Mining in London over the 3 months to 23 March 2017.

Salary histogram for Text Mining 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 23 March 2017. 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 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 +54 6 £67,500 +50.00%
Text Mining
England

Text Mining
Top 30 Related IT Skills in London

For the 6 months to 23 March 2017, 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 28 (63.64%) Machine Learning
1 28 (63.64%) Analytics
2 25 (56.82%) Java
2 25 (56.82%) Hadoop
3 24 (54.55%) SQL
3 24 (54.55%) Python
3 24 (54.55%) Data Mining
4 21 (47.73%) Big Data
5 19 (43.18%) Algorithms
6 18 (40.91%) NoSQL
7 16 (36.36%) Apache Spark
8 15 (34.09%) Agile Software Development
9 14 (31.82%) Finance
9 14 (31.82%) Visualisation
10 13 (29.55%) Apache Hive
11 12 (27.27%) Amazon AWS
11 12 (27.27%) Relational Database
12 11 (25.00%) R
12 11 (25.00%) Neural Network
12 11 (25.00%) Software Engineering
13 10 (22.73%) TDD
13 10 (22.73%) MySQL
13 10 (22.73%) Data Visualisation
13 10 (22.73%) Node.js
13 10 (22.73%) RESTful
13 10 (22.73%) Degree
13 10 (22.73%) Microservices
14 9 (20.45%) Analytical Skills
14 9 (20.45%) Google
14 9 (20.45%) JavaScript

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 16 (36.36%) Apache Spark
2 4 (9.09%) Tomcat
3 2 (4.55%) Apache Pig
3 2 (4.55%) Elasticsearch
4 1 (2.27%) Apache
4 1 (2.27%) SAS
Applications
1 2 (4.55%) MS Excel
2 1 (2.27%) Gephi
Cloud Services
1 12 (27.27%) Amazon AWS
2 5 (11.36%) Amazon CloudWatch
2 5 (11.36%) AWS Lambda
2 5 (11.36%) CloudFront
2 5 (11.36%) Google Cloud Platform
2 5 (11.36%) Route 53
2 5 (11.36%) Virtual Private Cloud
3 1 (2.27%) Amazon EC2
3 1 (2.27%) IaaS
3 1 (2.27%) PaaS
Database & Business Intelligence
1 25 (56.82%) Hadoop
2 24 (54.55%) Data Mining
3 21 (47.73%) Big Data
4 18 (40.91%) NoSQL
5 13 (29.55%) Apache Hive
6 12 (27.27%) Relational Database
7 10 (22.73%) MySQL
8 6 (13.64%) Apache Cassandra
8 6 (13.64%) Redis
8 6 (13.64%) Triplestore
9 5 (11.36%) Amazon DynamoDB
9 5 (11.36%) Amazon Redshift
9 5 (11.36%) PostgreSQL
10 4 (9.09%) HBase
10 4 (9.09%) MongoDB
10 4 (9.09%) RDBMS
11 3 (6.82%) CouchDB
11 3 (6.82%) Impala
11 3 (6.82%) Lumira
11 3 (6.82%) QlikView
Development Applications
1 6 (13.64%) Git (software)
2 5 (11.36%) Mocha
2 5 (11.36%) TestNG
3 4 (9.09%) Gatling
General
1 14 (31.82%) Finance
2 8 (18.18%) Advertising
2 8 (18.18%) Marketing
2 8 (18.18%) Telecoms
3 6 (13.64%) Retail
4 2 (4.55%) Banking
5 1 (2.27%) Games
5 1 (2.27%) Publishing
Job Titles
1 22 (50.00%) Data Scientist
2 13 (29.55%) Developer
3 9 (20.45%) Senior Developer
4 8 (18.18%) Architect
4 8 (18.18%) Java Developer
5 7 (15.91%) Senior Data Scientist
6 5 (11.36%) JavaScript Developer
6 5 (11.36%) Senior Architect
6 5 (11.36%) Senior JavaScript Developer
6 5 (11.36%) Senior Technical Architect
6 5 (11.36%) Technical Architect
6 5 (11.36%) Technical Developer
7 4 (9.09%) Senior Java Developer
8 3 (6.82%) Big Data Developer
8 3 (6.82%) Consultant
8 3 (6.82%) Data Architect
8 3 (6.82%) Data Consultant
8 3 (6.82%) Lead Data Architect
8 3 (6.82%) Platform Engineer
8 3 (6.82%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (22.73%) Node.js
1 10 (22.73%) RESTful
2 8 (18.18%) Natural Language Processing
3 6 (13.64%) HTML
3 6 (13.64%) REST
3 6 (13.64%) Web Services
4 5 (11.36%) AngularJS
4 5 (11.36%) CSS
4 5 (11.36%) JSON
4 5 (11.36%) PhoneGap
4 5 (11.36%) scikit-learn
4 5 (11.36%) Spring
4 5 (11.36%) Spring Boot
5 4 (9.09%) Kafka
5 4 (9.09%) Servlets
6 2 (4.55%) SparkR
7 1 (2.27%) Apache Camel
7 1 (2.27%) D3.js
7 1 (2.27%) Pandas
7 1 (2.27%) Serverless Framework
Miscellaneous
1 19 (43.18%) Algorithms
2 9 (20.45%) Analytical Skills
3 7 (15.91%) Computer Science
4 6 (13.64%) Social Network
5 5 (11.36%) Mobile App
5 5 (11.36%) Semantic Web
6 4 (9.09%) Data Structures
7 3 (6.82%) Fintech
7 3 (6.82%) Management Information System
7 3 (6.82%) Virtual Team
8 2 (4.55%) Client/Server
Operating Systems
1 9 (20.45%) Linux
Processes & Methodologies
1 28 (63.64%) Analytics
1 28 (63.64%) Machine Learning
2 15 (34.09%) Agile Software Development
3 14 (31.82%) Visualisation
4 11 (25.00%) Neural Network
4 11 (25.00%) Software Engineering
5 10 (22.73%) Data Visualisation
5 10 (22.73%) Microservices
5 10 (22.73%) TDD
6 8 (18.18%) ETL
6 8 (18.18%) Logistic Regression
6 8 (18.18%) Statistical Modelling
7 7 (15.91%) CHAID
7 7 (15.91%) Cluster Analysis
7 7 (15.91%) Information Retrieval
7 7 (15.91%) Physics
7 7 (15.91%) Predictive Modelling
8 6 (13.64%) Continuous Integration
8 6 (13.64%) Kalman Filter
8 6 (13.64%) RDF
Programming Languages
1 25 (56.82%) Java
2 24 (54.55%) Python
2 24 (54.55%) SQL
3 11 (25.00%) R
4 9 (20.45%) JavaScript
5 7 (15.91%) Scala
6 6 (13.64%) SPARQL
7 5 (11.36%) Bash Shell
8 4 (9.09%) C++
9 2 (4.55%) MATLAB
10 1 (2.27%) Ruby
Qualifications
1 10 (22.73%) Degree
2 2 (4.55%) PhD
Quality Assurance & Compliance
1 1 (2.27%) GCP
System Software
1 4 (9.09%) Apache ZooKeeper
1 4 (9.09%) Docker
1 4 (9.09%) HDFS
Systems Management
1 4 (9.09%) Kubernetes
1 4 (9.09%) Marathon
1 4 (9.09%) Mesos
Vendors
1 9 (20.45%) Google
2 6 (13.64%) Oracle
3 4 (9.09%) Cloudera
3 4 (9.09%) Hortonworks
3 4 (9.09%) MapR
3 4 (9.09%) Tableau
4 3 (6.82%) IBM
4 3 (6.82%) SAP
4 3 (6.82%) Teradata
5 2 (4.55%) Greenplum
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Benefits & Bonus included
Posted: 2 days ago