The following table provides summary statistics for permanent job vacancies advertised in England 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Text Mining
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 798 880 901
Rank change year-on-year +82 +21  
Permanent jobs citing Text Mining 59 29 50
As % of all permanent IT jobs advertised in England 0.071% 0.031% 0.048%
As % of the Database & Business Intelligence category 0.23% 0.10% 0.15%
Number of salaries quoted 56 27 30
Median salary £66,250 £45,000 £80,000
Median salary % change year-on-year +47.22% -43.75%  
90% offered a salary of more than £35,250 £40,000 £59,750
10% offered a salary of more than £84,900 £75,000 £140,000
UK excluding London median salary £60,000 £40,000 £61,250
% change year-on-year +50.00% -34.69%  

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 England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25379 27738 33953
As % of all permanent IT job vacancies advertised in England 30.69% 29.99% 32.65%
Number of salaries quoted 21587 23979 28983
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Text Mining
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Text Mining
Salary Trend in England

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

Salary trend for Text Mining in England

Text Mining
Salary Histogram in England

The salary distribution of IT jobs citing Text Mining in England over the 3 months to 24 June 2017.

Salary histogram for Text Mining in England

Text Mining
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the England region over the 3 months to 24 June 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
London +23 18 £65,000 +38.29%
East of England +12 17 £37,500 -6.25% 5
South East +59 14 £84,000 -37.77% 3
North West - 6 £60,000 - 2
Midlands - 3 £85,000 -
West Midlands - 1 £70,000 -
Text Mining
UK

For the 6 months to 24 June 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 England region with a requirement for Text Mining.

1 59 (64.84%) Machine Learning
2 58 (63.74%) Java
3 54 (59.34%) Natural Language Processing
4 53 (58.24%) Python
4 53 (58.24%) Data Mining
5 46 (50.55%) Big Data
6 39 (42.86%) Agile Software Development
7 38 (41.76%) Analytics
8 31 (34.07%) Algorithms
9 30 (32.97%) Data Visualisation
9 30 (32.97%) Visualisation
10 29 (31.87%) Apache Spark
11 26 (28.57%) PhD
11 26 (28.57%) Hadoop
12 24 (26.37%) SQL
12 24 (26.37%) C++
13 23 (25.27%) Apache Hive
14 22 (24.18%) Elasticsearch
14 22 (24.18%) JavaScript
14 22 (24.18%) Software Engineering
15 20 (21.98%) Lucene
15 20 (21.98%) RESTful
15 20 (21.98%) Apache Solr
15 20 (21.98%) Scala
16 19 (20.88%) R
16 19 (20.88%) TDD
16 19 (20.88%) Neural Network
16 19 (20.88%) Web Services
17 18 (19.78%) Linux
17 18 (19.78%) Degree

Text Mining
Co-occurring IT Skills in England 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 29 (31.87%) Apache Spark
2 22 (24.18%) Elasticsearch
3 20 (21.98%) Apache Solr
4 14 (15.38%) Apache
5 10 (10.99%) SAS
6 6 (6.59%) Jetty
6 6 (6.59%) nginx
6 6 (6.59%) Tomcat
7 3 (3.30%) Apache Pig
8 1 (1.10%) Jupyter
Applications
1 3 (3.30%) SPSS
2 1 (1.10%) Gephi
2 1 (1.10%) Microsoft Excel
2 1 (1.10%) Microsoft Office
Cloud Services
1 16 (17.58%) Amazon AWS
2 6 (6.59%) Amazon EMR
3 5 (5.49%) Amazon CloudWatch
3 5 (5.49%) AWS Lambda
3 5 (5.49%) CloudFront
3 5 (5.49%) Google Cloud Platform
3 5 (5.49%) Route 53
3 5 (5.49%) Virtual Private Cloud
4 3 (3.30%) Amazon EC2
5 1 (1.10%) Amazon S3
5 1 (1.10%) IaaS
5 1 (1.10%) PaaS
Database & Business Intelligence
1 53 (58.24%) Data Mining
2 46 (50.55%) Big Data
3 26 (28.57%) Hadoop
4 23 (25.27%) Apache Hive
5 9 (9.89%) NoSQL
5 9 (9.89%) Relational Database
6 8 (8.79%) Data Warehouse
6 8 (8.79%) Lumira
6 8 (8.79%) MySQL
6 8 (8.79%) Oracle Reports
6 8 (8.79%) QlikView
7 7 (7.69%) HBase
7 7 (7.69%) MongoDB
7 7 (7.69%) Neo4j
8 6 (6.59%) CouchDB
9 5 (5.49%) Amazon DynamoDB
10 4 (4.40%) IBM BigInsights
10 4 (4.40%) IBM InfoSphere
11 3 (3.30%) Apache Cassandra
11 3 (3.30%) Triplestore
Development Applications
1 13 (14.29%) Git (software)
2 6 (6.59%) Gradle
2 6 (6.59%) Selenium
2 6 (6.59%) Subversion
3 5 (5.49%) Mocha
3 5 (5.49%) TestNG
General
1 10 (10.99%) Finance
2 9 (9.89%) Retail
2 9 (9.89%) Telecoms
3 7 (7.69%) Marketing
3 7 (7.69%) Pharmaceutical
3 7 (7.69%) Publishing
4 3 (3.30%) Manufacturing
5 2 (2.20%) Digital Economy
6 1 (1.10%) Advertising
6 1 (1.10%) Games
Job Titles
1 38 (41.76%) Data Scientist
2 27 (29.67%) Developer
3 22 (24.18%) Java Developer
4 13 (14.29%) Development Manager
5 9 (9.89%) Senior Developer
6 8 (8.79%) Senior Data Scientist
7 7 (7.69%) Java Development Manager
7 7 (7.69%) Software Development Manager
7 7 (7.69%) Software Manager
8 5 (5.49%) Architect
8 5 (5.49%) JavaScript Developer
8 5 (5.49%) Senior Architect
8 5 (5.49%) Senior JavaScript Developer
8 5 (5.49%) Senior Technical Architect
8 5 (5.49%) Technical Architect
8 5 (5.49%) Technical Developer
9 4 (4.40%) Graduate
9 4 (4.40%) Senior Java Developer
10 3 (3.30%) Consultant
10 3 (3.30%) Software Developer
Libraries, Frameworks & Software Standards
1 54 (59.34%) Natural Language Processing
2 20 (21.98%) Lucene
2 20 (21.98%) RESTful
3 19 (20.88%) Web Services
4 15 (16.48%) AngularJS
4 15 (16.48%) Kafka
5 14 (15.38%) Spring
6 13 (14.29%) .NET
7 10 (10.99%) Hibernate
7 10 (10.99%) J2EE
8 9 (9.89%) REST
9 7 (7.69%) Node.js
10 6 (6.59%) Elastic Stack
10 6 (6.59%) HTML
10 6 (6.59%) XML
11 5 (5.49%) CSS
11 5 (5.49%) JSON
11 5 (5.49%) PhoneGap
12 4 (4.40%) TensorFlow
13 3 (3.30%) XSL
Miscellaneous
1 31 (34.07%) Algorithms
2 13 (14.29%) Analytical Skills
3 12 (13.19%) Computer Science
4 11 (12.09%) Data Structures
5 10 (10.99%) Life Science
6 9 (9.89%) Social Network
7 8 (8.79%) Greenfield Project
7 8 (8.79%) Virtual Team
8 6 (6.59%) Linked Data
9 5 (5.49%) Mobile App
9 5 (5.49%) Semantic Web
10 4 (4.40%) Management Information System
11 3 (3.30%) Fintech
11 3 (3.30%) Grid Computing
12 2 (2.20%) Clustering
13 1 (1.10%) FMCG
13 1 (1.10%) Robotics
13 1 (1.10%) Social Media
Operating Systems
1 18 (19.78%) Linux
2 3 (3.30%) Windows
Processes & Methodologies
1 59 (64.84%) Machine Learning
2 39 (42.86%) Agile Software Development
3 38 (41.76%) Analytics
4 30 (32.97%) Data Visualisation
4 30 (32.97%) Visualisation
5 22 (24.18%) Software Engineering
6 19 (20.88%) Neural Network
6 19 (20.88%) TDD
7 16 (17.58%) Continuous Integration
8 14 (15.38%) Information Retrieval
8 14 (15.38%) Logistic Regression
9 13 (14.29%) Continuous Deployment
9 13 (14.29%) Physics
9 13 (14.29%) Predictive Modelling
9 13 (14.29%) Statistics
10 12 (13.19%) Artificial Intelligence
10 12 (13.19%) CHAID
10 12 (13.19%) Cluster Analysis
11 11 (12.09%) DevOps
11 11 (12.09%) Multithreading
Programming Languages
1 58 (63.74%) Java
2 53 (58.24%) Python
3 24 (26.37%) C++
3 24 (26.37%) SQL
4 22 (24.18%) JavaScript
5 20 (21.98%) Scala
6 19 (20.88%) R
7 11 (12.09%) Bash Shell
8 7 (7.69%) C
8 7 (7.69%) Ruby
9 6 (6.59%) Perl
10 3 (3.30%) Lua
10 3 (3.30%) MATLAB
10 3 (3.30%) SPARQL
11 1 (1.10%) C#
11 1 (1.10%) VBA
Qualifications
1 26 (28.57%) PhD
2 18 (19.78%) Degree
3 10 (10.99%) Sun Certification
4 6 (6.59%) Postgraduate
5 1 (1.10%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.10%) GCP
System Software
1 7 (7.69%) Docker
1 7 (7.69%) HDFS
2 6 (6.59%) Apache ZooKeeper
Vendors
1 15 (16.48%) Oracle
2 11 (12.09%) Tableau
3 8 (8.79%) SAP
3 8 (8.79%) Teradata
4 7 (7.69%) Cloudera
4 7 (7.69%) Google
4 7 (7.69%) Hortonworks
4 7 (7.69%) MapR
5 6 (6.59%) IBM
6 4 (4.40%) Greenplum
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 2 days ago
Oxford, Oxfordshire
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Salary: £80000 - £90000 per annum + bonus, bens
Posted: 5 days ago
Cambridge, Cambridgeshire
Client Server
Posted: 3 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £75k + bonus + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
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Salary: £48000 - £50000 per annum
Posted: 5 days ago
Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 4 days ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
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Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 12 days ago