The following table provides summary statistics for permanent job vacancies 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 27 March 2017 with a comparison to the same period in the previous 2 years.

Text Mining
UK
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 832 919 934
Rank change year-on-year +87 +15  
Permanent jobs citing Text Mining 32 30 17
As % of all permanent IT jobs advertised in the UK 0.038% 0.029% 0.016%
As % of the Database & Business Intelligence category 0.12% 0.094% 0.050%
Number of salaries quoted 28 27 10
Median salary £66,250 £50,000 £57,500
Median salary % change year-on-year +32.50% -13.04%  
90% offered a salary of more than £35,000 £40,000 £42,250
10% offered a salary of more than £72,250 £79,000 £104,000
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 with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 25997 32001 33814
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.94% 31.31%
Number of salaries quoted 22058 27243 28645
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Text Mining
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Text Mining
Salary Trend

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

Salary trend for Text Mining in the UK

Text Mining
Salary Histogram

The salary distribution of IT jobs citing Text Mining over the 3 months to 27 March 2017.

Salary histogram for Text Mining in the UK

Text Mining
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the UK over the 3 months to 27 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
England +91 32 £66,250 +32.50% 3
London +83 25 £67,500 -10.00%
East of England +27 7 £35,000 -12.50% 2
Cambridgeshire +9 7 £35,000 -12.50% 2
Cambridge +3 7 £35,000 -12.50% 2
City of London +54 6 £67,500 +50.00%

Text Mining
Top 30 Co-occurring IT Skills

For the 6 months to 27 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 with a requirement for Text Mining.

1 35 (63.64%) Java
2 32 (58.18%) Machine Learning
3 29 (52.73%) Analytics
3 29 (52.73%) Data Mining
4 27 (49.09%) SQL
4 27 (49.09%) Python
4 27 (49.09%) Hadoop
5 24 (43.64%) Algorithms
6 23 (41.82%) Big Data
7 22 (40.00%) Agile Software Development
8 20 (36.36%) Apache Spark
9 19 (34.55%) NoSQL
10 15 (27.27%) Finance
10 15 (27.27%) Natural Language Processing
10 15 (27.27%) Visualisation
11 13 (23.64%) Apache Hive
11 13 (23.64%) Linux
11 13 (23.64%) RESTful
12 12 (21.82%) Amazon AWS
12 12 (21.82%) Software Engineering
12 12 (21.82%) Degree
12 12 (21.82%) JavaScript
12 12 (21.82%) R
12 12 (21.82%) Relational Database
13 11 (20.00%) Data Visualisation
13 11 (20.00%) Spring
13 11 (20.00%) Neural Network
13 11 (20.00%) TDD
14 10 (18.18%) MySQL
14 10 (18.18%) Node.js

Text Mining
Co-occurring IT Skills 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 (36.36%) Apache Spark
2 5 (9.09%) Elasticsearch
3 4 (7.27%) Tomcat
4 3 (5.45%) Apache Solr
5 2 (3.64%) Apache Pig
6 1 (1.82%) Apache
6 1 (1.82%) SAS
Applications
1 3 (5.45%) MS Excel
2 1 (1.82%) Gephi
Cloud Services
1 12 (21.82%) Amazon AWS
2 5 (9.09%) Amazon CloudWatch
2 5 (9.09%) AWS Lambda
2 5 (9.09%) CloudFront
2 5 (9.09%) Google Cloud Platform
2 5 (9.09%) Route 53
2 5 (9.09%) Virtual Private Cloud
3 2 (3.64%) Amazon EC2
4 1 (1.82%) IaaS
4 1 (1.82%) PaaS
Database & Business Intelligence
1 29 (52.73%) Data Mining
2 27 (49.09%) Hadoop
3 23 (41.82%) Big Data
4 19 (34.55%) NoSQL
5 13 (23.64%) Apache Hive
6 12 (21.82%) Relational Database
7 10 (18.18%) MySQL
8 6 (10.91%) Apache Cassandra
8 6 (10.91%) Redis
8 6 (10.91%) Triplestore
9 5 (9.09%) Amazon DynamoDB
9 5 (9.09%) Amazon Redshift
9 5 (9.09%) PostgreSQL
10 4 (7.27%) HBase
10 4 (7.27%) MongoDB
10 4 (7.27%) Neo4j
10 4 (7.27%) RDBMS
11 3 (5.45%) Data Warehouse
11 3 (5.45%) Oracle Reports
11 3 (5.45%) SQL Server
Development Applications
1 6 (10.91%) Git (software)
2 5 (9.09%) Mocha
2 5 (9.09%) TestNG
3 4 (7.27%) Gatling
General
1 15 (27.27%) Finance
2 8 (14.55%) Advertising
2 8 (14.55%) Marketing
2 8 (14.55%) Telecoms
3 6 (10.91%) Retail
4 3 (5.45%) Banking
4 3 (5.45%) Pharmaceutical
5 1 (1.82%) Games
5 1 (1.82%) Publishing
Job Titles
1 23 (41.82%) Data Scientist
2 21 (38.18%) Developer
3 16 (29.09%) Java Developer
4 11 (20.00%) Senior Developer
5 7 (12.73%) Architect
5 7 (12.73%) Senior Data Scientist
6 6 (10.91%) Senior Java Developer
7 5 (9.09%) JavaScript Developer
7 5 (9.09%) Senior Architect
7 5 (9.09%) Senior JavaScript Developer
7 5 (9.09%) Senior Technical Architect
7 5 (9.09%) Technical Architect
7 5 (9.09%) Technical Developer
8 3 (5.45%) Big Data Developer
8 3 (5.45%) Consultant
8 3 (5.45%) Data Consultant
8 3 (5.45%) Java Engineer
8 3 (5.45%) Platform Engineer
8 3 (5.45%) Software Engineer
9 2 (3.64%) Graduate
Libraries, Frameworks & Software Standards
1 15 (27.27%) Natural Language Processing
2 13 (23.64%) RESTful
3 11 (20.00%) Spring
4 10 (18.18%) Node.js
5 9 (16.36%) Web Services
6 7 (12.73%) AngularJS
6 7 (12.73%) REST
7 6 (10.91%) HTML
8 5 (9.09%) CSS
8 5 (9.09%) JSON
8 5 (9.09%) PhoneGap
8 5 (9.09%) scikit-learn
8 5 (9.09%) Spring Boot
9 4 (7.27%) Hibernate
9 4 (7.27%) J2EE
9 4 (7.27%) Kafka
9 4 (7.27%) Servlets
10 3 (5.45%) Lucene
11 2 (3.64%) SparkR
12 1 (1.82%) Serverless Framework
Miscellaneous
1 24 (43.64%) Algorithms
2 9 (16.36%) Analytical Skills
2 9 (16.36%) Data Structures
3 8 (14.55%) Computer Science
4 6 (10.91%) Semantic Web
4 6 (10.91%) Social Network
5 5 (9.09%) Mobile App
6 4 (7.27%) Fintech
7 3 (5.45%) Life Science
7 3 (5.45%) Management Information System
7 3 (5.45%) Virtual Team
8 2 (3.64%) Client/Server
9 1 (1.82%) Grid Computing
Operating Systems
1 13 (23.64%) Linux
2 2 (3.64%) Windows
3 1 (1.82%) Unix
3 1 (1.82%) Windows Server
Processes & Methodologies
1 32 (58.18%) Machine Learning
2 29 (52.73%) Analytics
3 22 (40.00%) Agile Software Development
4 15 (27.27%) Visualisation
5 12 (21.82%) Software Engineering
6 11 (20.00%) Data Visualisation
6 11 (20.00%) Neural Network
6 11 (20.00%) TDD
7 10 (18.18%) Microservices
8 9 (16.36%) ETL
9 8 (14.55%) Information Retrieval
9 8 (14.55%) Logistic Regression
9 8 (14.55%) Physics
9 8 (14.55%) Predictive Modelling
9 8 (14.55%) Statistical Modelling
10 7 (12.73%) CHAID
10 7 (12.73%) Cluster Analysis
10 7 (12.73%) Kalman Filter
10 7 (12.73%) Statistics
11 6 (10.91%) RDF
Programming Languages
1 35 (63.64%) Java
2 27 (49.09%) Python
2 27 (49.09%) SQL
3 12 (21.82%) JavaScript
3 12 (21.82%) R
4 7 (12.73%) Scala
5 6 (10.91%) Bash Shell
5 6 (10.91%) C++
5 6 (10.91%) SPARQL
6 2 (3.64%) MATLAB
7 1 (1.82%) C#
7 1 (1.82%) Lua
7 1 (1.82%) Perl
7 1 (1.82%) PowerShell
7 1 (1.82%) Ruby
7 1 (1.82%) VBA
Qualifications
1 12 (21.82%) Degree
2 7 (12.73%) PhD
3 4 (7.27%) Sun Certification
4 2 (3.64%) Postgraduate
Quality Assurance & Compliance
1 1 (1.82%) GCP
System Software
1 7 (12.73%) Docker
2 5 (9.09%) HDFS
3 4 (7.27%) Apache ZooKeeper
Systems Management
1 4 (7.27%) Kubernetes
1 4 (7.27%) Marathon
1 4 (7.27%) Mesos
Vendors
1 9 (16.36%) Google
2 6 (10.91%) Oracle
3 4 (7.27%) Cloudera
3 4 (7.27%) Hortonworks
3 4 (7.27%) MapR
3 4 (7.27%) Tableau
4 3 (5.45%) IBM
4 3 (5.45%) SAP
4 3 (5.45%) Teradata
5 2 (3.64%) Greenplum
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 3 days ago
Sunderland
Computer Futures
Salary: competitive
Posted: 18 days ago