The table below looks at the statistics for Text Mining skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Text Mining over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Text Mining
UK / England
Rank 825 864 908
Rank change year-on-year
+39 +44
Permanent jobs citing Text Mining 20 30 13
As % of all permanent IT jobs located in England 0.025% 0.033% 0.014%
As % of the Database & Business Intelligence category 0.084% 0.10% 0.044%
Number of salaries quoted 20 28 11
Median salary £51,250 £65,000 £45,000
Median salary % change year-on-year
-21.15% +44.44%
90% offered a salary of more than £39,500 £40,000 £37,500
10% offered a salary of more than £93,250 £85,000 £57,500
UK excluding London median salary £66,250 £43,750 £45,000
% change year-on-year
+51.42% -2.77%

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 England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23684 29780 29751
As % of all permanent IT jobs located in England 30.06% 32.41% 30.93%
Number of salaries quoted 20552 25475 25667
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Text Mining
Jobs Demand Trend in England

The demand trend of job ads across the England 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 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 across the England region.

Text Mining Salary Trend in England

Text Mining
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Text Mining across the England region over the 3 months to 17 January 2017.

Text Mining Salary Histogram 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 17 January 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 +62 14 £51,250 -31.66% 4
South East +66 3 £100,000 +100.00%
East of England +12 2 £37,500 -6.25% 2
Yorkshire - 1 £35,000 -
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 17 January 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 32 (59.26%) Big Data
2 28 (51.85%) SQL
2 28 (51.85%) Python
3 25 (46.30%) Java
3 25 (46.30%) Finance
3 25 (46.30%) Hadoop
4 23 (42.59%) Analytics
5 21 (38.89%) NoSQL
5 21 (38.89%) Data Mining
6 20 (37.04%) ETL
7 19 (35.19%) Algorithms
8 18 (33.33%) Apache Spark
9 17 (31.48%) Machine Learning
9 17 (31.48%) Agile Software Development
10 15 (27.78%) Statistical Modelling
10 15 (27.78%) Information Retrieval
11 14 (25.93%) Fintech
12 13 (24.07%) Information Governance
12 13 (24.07%) Computer Science
13 12 (22.22%) Line Management
14 11 (20.37%) Relational Database
14 11 (20.37%) Microservices
14 11 (20.37%) TDD
15 10 (18.52%) Advertising
15 10 (18.52%) Degree
15 10 (18.52%) Visualisation
15 10 (18.52%) Analytical Skills
15 10 (18.52%) R
16 9 (16.67%) Mathematics
16 9 (16.67%) Statistical Analysis

Text Mining
Top Related 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 18 (33.33%) Apache Spark
2 4 (7.41%) Tomcat
3 3 (5.56%) Apache Solr
3 3 (5.56%) SharePoint
4 1 (1.85%) SAS
Applications
1 5 (9.26%) MS Excel
2 1 (1.85%) SPSS
Business Applications
1 1 (1.85%) Oracle Financials
Cloud Services
1 7 (12.96%) Amazon AWS
2 1 (1.85%) Amazon EC2
2 1 (1.85%) Google Cloud Platform
Communications & Networking
1 1 (1.85%) HTTPS
Database & Business Intelligence
1 32 (59.26%) Big Data
2 25 (46.30%) Hadoop
3 21 (38.89%) Data Mining
3 21 (38.89%) NoSQL
4 11 (20.37%) Relational Database
5 8 (14.81%) Data Lake
6 7 (12.96%) Impala
6 7 (12.96%) Triplestore
7 6 (11.11%) Amazon Redshift
7 6 (11.11%) Apache Cassandra
7 6 (11.11%) Apache Hive
7 6 (11.11%) PostgreSQL
7 6 (11.11%) RDBMS
7 6 (11.11%) Redis
7 6 (11.11%) SQL Server
8 4 (7.41%) MySQL
9 1 (1.85%) Oracle Reports
9 1 (1.85%) QlikView
9 1 (1.85%) Spotfire
9 1 (1.85%) SQL Server Integration Services
Development Applications
1 4 (7.41%) Gatling
2 1 (1.85%) Appcelerator Titanium
General
1 25 (46.30%) Finance
2 10 (18.52%) Advertising
3 8 (14.81%) Marketing
4 4 (7.41%) Pharmaceutical
5 3 (5.56%) Banking
6 2 (3.70%) Telecoms
7 1 (1.85%) Legal
Job Titles
1 16 (29.63%) Data Scientist
2 15 (27.78%) Developer
3 11 (20.37%) Architect
3 11 (20.37%) Big Data Architect
3 11 (20.37%) Data Architect
3 11 (20.37%) Java Developer
4 9 (16.67%) Lead Data Architect
4 9 (16.67%) Senior Data Scientist
5 7 (12.96%) ETL Architect
6 6 (11.11%) Software Engineer
7 5 (9.26%) Big Data Developer
8 4 (7.41%) Hadoop Architect
8 4 (7.41%) Machine Learning Developer
8 4 (7.41%) NoSQL Architect
8 4 (7.41%) Senior Developer
8 4 (7.41%) Senior Java Developer
8 4 (7.41%) SQL Server Architect
9 3 (5.56%) Django Developer
9 3 (5.56%) Lead Architect
10 2 (3.70%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 8 (14.81%) RESTful
2 6 (11.11%) scikit-learn
3 4 (7.41%) AngularJS
3 4 (7.41%) CSS
3 4 (7.41%) HTML
3 4 (7.41%) Kafka
3 4 (7.41%) Natural Language Processing
3 4 (7.41%) Node.js
3 4 (7.41%) Servlets
3 4 (7.41%) Spring
3 4 (7.41%) Spring Boot
3 4 (7.41%) Twitter Bootstrap
4 3 (5.56%) CSS3
4 3 (5.56%) Django
4 3 (5.56%) HTML5
5 1 (1.85%) Apache Cordova
5 1 (1.85%) ASP.NET MVC
5 1 (1.85%) ASP.NET Web API
5 1 (1.85%) jQuery
5 1 (1.85%) Razor View Engine
Miscellaneous
1 19 (35.19%) Algorithms
2 14 (25.93%) Fintech
3 13 (24.07%) Computer Science
4 10 (18.52%) Analytical Skills
4 10 (18.52%) Visualisation
5 9 (16.67%) Mathematics
6 7 (12.96%) Data Structures
6 7 (12.96%) Neural Network
7 6 (11.11%) Semantic Web
8 4 (7.41%) Inversion of Control
9 3 (5.56%) Statistics
10 2 (3.70%) Client/Server
10 2 (3.70%) Informatics
10 2 (3.70%) Life Science
11 1 (1.85%) Biology
11 1 (1.85%) Cybercrime
11 1 (1.85%) Data Extraction
11 1 (1.85%) Grid Computing
11 1 (1.85%) Ontologies
11 1 (1.85%) Physics
Operating Systems
1 8 (14.81%) Linux
2 2 (3.70%) Unix
2 2 (3.70%) Windows
3 1 (1.85%) Windows Server
Processes & Methodologies
1 23 (42.59%) Analytics
2 20 (37.04%) ETL
3 17 (31.48%) Agile Software Development
3 17 (31.48%) Machine Learning
4 15 (27.78%) Information Retrieval
4 15 (27.78%) Statistical Modelling
5 13 (24.07%) Information Governance
6 12 (22.22%) Line Management
7 11 (20.37%) Microservices
7 11 (20.37%) TDD
8 9 (16.67%) Statistical Analysis
9 7 (12.96%) Continuous Integration
9 7 (12.96%) Customer Analytics
9 7 (12.96%) Data Ingestion
9 7 (12.96%) Digital Analytics
9 7 (12.96%) Global Marketing
9 7 (12.96%) RDF
9 7 (12.96%) Software Engineering
10 6 (11.11%) Business Intelligence
10 6 (11.11%) CHAID
Programming Languages
1 28 (51.85%) Python
1 28 (51.85%) SQL
2 25 (46.30%) Java
3 10 (18.52%) R
4 9 (16.67%) JavaScript
5 7 (12.96%) SPARQL
6 4 (7.41%) Scala
7 2 (3.70%) C#
7 2 (3.70%) C++
7 2 (3.70%) Perl
7 2 (3.70%) VBA
8 1 (1.85%) ActionScript
8 1 (1.85%) Bash Shell
8 1 (1.85%) C
8 1 (1.85%) Lua
8 1 (1.85%) PowerShell
8 1 (1.85%) T-SQL
Qualifications
1 10 (18.52%) Degree
2 3 (5.56%) PhD
3 2 (3.70%) Postgraduate
System Software
1 4 (7.41%) Apache ZooKeeper
1 4 (7.41%) Docker
2 1 (1.85%) HDFS
Systems Management
1 4 (7.41%) Kubernetes
1 4 (7.41%) Marathon
1 4 (7.41%) Mesos
Vendors
1 7 (12.96%) Google
2 2 (3.70%) Tableau
3 1 (1.85%) Oracle
3 1 (1.85%) SAP
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Salary: excellent benefits
Posted: 12 hours ago
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Salary: From £50,000 to £60,000 per annum Amazing benefits packages
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