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 26 June 2017 with a comparison to the same period in the previous 2 years.

Text Mining
UK
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 810 904 931
Rank change year-on-year +94 +27  
Permanent jobs citing Text Mining 64 29 53
As % of all permanent IT jobs advertised in the UK 0.072% 0.030% 0.048%
As % of the Database & Business Intelligence category 0.23% 0.100% 0.15%
Number of salaries quoted 61 27 30
Median salary £65,000 £45,000 £80,000
Median salary % change year-on-year +44.44% -43.75%  
90% offered a salary of more than £36,500 £40,000 £59,750
10% offered a salary of more than £85,000 £75,000 £140,000
UK excluding London median salary £61,250 £40,000 £61,250
% change year-on-year +53.12% -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 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 27658 29042 36141
As % of all permanent IT job vacancies advertised in the UK 30.93% 29.92% 32.61%
Number of salaries quoted 23334 24763 30505
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 £31,500
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 26 June 2017.

Salary histogram for Text Mining in the UK

Text Mining
Top 14 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 26 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
England +69 60 £67,500 +50.00% 10
London +20 18 £65,000 +38.29%
East of England +14 17 £37,500 -6.25% 5
Cambridge 0 17 £37,500 -6.25% 5
Cambridgeshire -4 17 £37,500 -6.25% 5
South East +76 15 £84,000 -37.77% 3
Oxfordshire - 15 £84,000 - 2
Oxford - 14 £84,000 - 2
City of London +30 9 £67,500 +22.72%
Manchester - 6 £60,000 -
Kidlington - 6 £84,000 -
North West - 6 £60,000 - 2
Midlands - 3 £85,000 -
West Midlands - 1 £70,000 -

For the 6 months to 26 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 with a requirement for Text Mining.

1 64 (66.67%) Machine Learning
2 59 (61.46%) Java
3 58 (60.42%) Python
3 58 (60.42%) Data Mining
4 55 (57.29%) Natural Language Processing
5 51 (53.13%) Big Data
6 44 (45.83%) Agile Software Development
7 42 (43.75%) Analytics
8 35 (36.46%) Algorithms
9 34 (35.42%) Apache Spark
10 31 (32.29%) PhD
11 30 (31.25%) Data Visualisation
11 30 (31.25%) Visualisation
12 27 (28.13%) Apache Hive
13 26 (27.08%) Hadoop
14 25 (26.04%) C++
15 24 (25.00%) SQL
16 23 (23.96%) Neural Network
16 23 (23.96%) Software Engineering
16 23 (23.96%) R
16 23 (23.96%) Elasticsearch
17 22 (22.92%) JavaScript
18 21 (21.88%) Lucene
18 21 (21.88%) Apache Solr
18 21 (21.88%) Scala
19 20 (20.83%) RESTful
19 20 (20.83%) TDD
20 19 (19.79%) Web Services
21 18 (18.75%) Linux
21 18 (18.75%) Degree

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 34 (35.42%) Apache Spark
2 23 (23.96%) Elasticsearch
3 21 (21.88%) Apache Solr
4 15 (15.63%) Apache
5 14 (14.58%) SAS
6 6 (6.25%) Jetty
6 6 (6.25%) nginx
6 6 (6.25%) Tomcat
7 3 (3.13%) Apache Pig
8 1 (1.04%) Jupyter
Applications
1 3 (3.13%) SPSS
2 1 (1.04%) Gephi
2 1 (1.04%) Microsoft Excel
2 1 (1.04%) Microsoft Office
Cloud Services
1 16 (16.67%) Amazon AWS
2 6 (6.25%) Amazon EMR
3 5 (5.21%) Amazon CloudWatch
3 5 (5.21%) AWS Lambda
3 5 (5.21%) CloudFront
3 5 (5.21%) Google Cloud Platform
3 5 (5.21%) Route 53
3 5 (5.21%) Virtual Private Cloud
4 4 (4.17%) Microsoft Azure
5 3 (3.13%) Amazon EC2
6 1 (1.04%) Amazon S3
6 1 (1.04%) IaaS
6 1 (1.04%) PaaS
Database & Business Intelligence
1 58 (60.42%) Data Mining
2 51 (53.13%) Big Data
3 27 (28.13%) Apache Hive
4 26 (27.08%) Hadoop
5 9 (9.38%) NoSQL
5 9 (9.38%) Relational Database
6 8 (8.33%) Data Warehouse
6 8 (8.33%) Lumira
6 8 (8.33%) MySQL
6 8 (8.33%) Oracle Reports
6 8 (8.33%) QlikView
7 7 (7.29%) HBase
7 7 (7.29%) MongoDB
7 7 (7.29%) Neo4j
8 6 (6.25%) CouchDB
9 5 (5.21%) Amazon DynamoDB
10 4 (4.17%) IBM BigInsights
10 4 (4.17%) IBM InfoSphere
10 4 (4.17%) KNIME
10 4 (4.17%) STATISTICA
Development Applications
1 13 (13.54%) Git (software)
2 6 (6.25%) Gradle
2 6 (6.25%) Selenium
2 6 (6.25%) Subversion
3 5 (5.21%) Mocha
3 5 (5.21%) TestNG
General
1 10 (10.42%) Finance
2 9 (9.38%) Retail
2 9 (9.38%) Telecoms
3 7 (7.29%) Marketing
3 7 (7.29%) Pharmaceutical
3 7 (7.29%) Publishing
4 5 (5.21%) Games
5 3 (3.13%) Manufacturing
6 2 (2.08%) Digital Economy
7 1 (1.04%) Advertising
Job Titles
1 42 (43.75%) Data Scientist
2 27 (28.13%) Developer
3 22 (22.92%) Java Developer
4 14 (14.58%) Development Manager
5 9 (9.38%) Senior Developer
6 8 (8.33%) Senior Data Scientist
6 8 (8.33%) Software Development Manager
6 8 (8.33%) Software Manager
7 7 (7.29%) Java Development Manager
8 5 (5.21%) Architect
8 5 (5.21%) JavaScript Developer
8 5 (5.21%) Senior Architect
8 5 (5.21%) Senior JavaScript Developer
8 5 (5.21%) Senior Technical Architect
8 5 (5.21%) Technical Architect
8 5 (5.21%) Technical Developer
9 4 (4.17%) Graduate
9 4 (4.17%) Senior Java Developer
10 3 (3.13%) Data Manager
10 3 (3.13%) Java Programmer
Libraries, Frameworks & Software Standards
1 55 (57.29%) Natural Language Processing
2 21 (21.88%) Lucene
3 20 (20.83%) RESTful
4 19 (19.79%) Web Services
5 16 (16.67%) Kafka
6 15 (15.63%) AngularJS
7 14 (14.58%) .NET
7 14 (14.58%) Spring
8 10 (10.42%) Hibernate
8 10 (10.42%) J2EE
9 9 (9.38%) REST
10 7 (7.29%) Node.js
11 6 (6.25%) Elastic Stack
11 6 (6.25%) HTML
11 6 (6.25%) XML
12 5 (5.21%) CSS
12 5 (5.21%) JSON
12 5 (5.21%) PhoneGap
13 4 (4.17%) TensorFlow
13 4 (4.17%) Velocity
Miscellaneous
1 35 (36.46%) Algorithms
2 13 (13.54%) Analytical Skills
3 12 (12.50%) Computer Science
4 11 (11.46%) Data Structures
5 10 (10.42%) Life Science
6 9 (9.38%) Social Network
7 8 (8.33%) Greenfield Project
7 8 (8.33%) Virtual Team
8 6 (6.25%) Linked Data
9 5 (5.21%) Mobile App
9 5 (5.21%) Semantic Web
10 4 (4.17%) Management Information System
11 3 (3.13%) Fintech
11 3 (3.13%) Grid Computing
12 2 (2.08%) Clustering
13 1 (1.04%) FMCG
13 1 (1.04%) Robotics
13 1 (1.04%) Social Media
Operating Systems
1 18 (18.75%) Linux
2 3 (3.13%) Windows
Processes & Methodologies
1 64 (66.67%) Machine Learning
2 44 (45.83%) Agile Software Development
3 42 (43.75%) Analytics
4 30 (31.25%) Data Visualisation
4 30 (31.25%) Visualisation
5 23 (23.96%) Neural Network
5 23 (23.96%) Software Engineering
6 20 (20.83%) TDD
7 18 (18.75%) Logistic Regression
8 17 (17.71%) Continuous Integration
9 15 (15.63%) Information Retrieval
10 14 (14.58%) Continuous Deployment
11 13 (13.54%) Artificial Intelligence
11 13 (13.54%) Physics
11 13 (13.54%) Predictive Modelling
11 13 (13.54%) Statistics
12 12 (12.50%) CHAID
12 12 (12.50%) Cluster Analysis
12 12 (12.50%) Multithreading
13 11 (11.46%) DevOps
Programming Languages
1 59 (61.46%) Java
2 58 (60.42%) Python
3 25 (26.04%) C++
4 24 (25.00%) SQL
5 23 (23.96%) R
6 22 (22.92%) JavaScript
7 21 (21.88%) Scala
8 11 (11.46%) Bash Shell
9 8 (8.33%) C
10 7 (7.29%) Ruby
11 6 (6.25%) Perl
12 3 (3.13%) Lua
12 3 (3.13%) MATLAB
12 3 (3.13%) SPARQL
13 1 (1.04%) C#
13 1 (1.04%) VBA
Qualifications
1 31 (32.29%) PhD
2 18 (18.75%) Degree
3 10 (10.42%) Sun Certification
4 6 (6.25%) Postgraduate
5 1 (1.04%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.04%) GCP
System Software
1 7 (7.29%) Docker
1 7 (7.29%) HDFS
2 6 (6.25%) Apache ZooKeeper
Vendors
1 15 (15.63%) Oracle
2 11 (11.46%) Tableau
3 8 (8.33%) SAP
3 8 (8.33%) Teradata
4 7 (7.29%) Cloudera
4 7 (7.29%) Google
4 7 (7.29%) Hortonworks
4 7 (7.29%) MapR
5 6 (6.25%) IBM
6 4 (4.17%) Greenplum
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 3 hours ago
Glasgow
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: Yesterday
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 3 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Client Server
Posted: 5 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £75k + bonus + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £48000 - £50000 per annum
Posted: 6 days ago
Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 6 days ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 18 days ago
Cambridge
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 14 days ago