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 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Text Mining
Rank 892 902 949
Rank change year-on-year
+10 +47
Permanent jobs citing Text Mining 31 40 19
As % of all permanent IT jobs located in England 0.032% 0.039% 0.017%
As % of the Database & Business Intelligence category 0.11% 0.12% 0.053%
Number of salaries quoted 27 19 18
Median salary £45,000 £80,000 £40,000
Median salary % change year-on-year
-43.75% +100.00%
90% offered a salary of more than £40,000 £52,200 £32,500
10% offered a salary of more than £75,000 £140,000 £53,250
UK excluding London median salary £40,000 £62,500 £40,000
% change year-on-year
-36.00% +56.25%
Text Mining
UK

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
29424 32950 36181
As % of all permanent IT jobs located in England 30.63% 32.04% 32.52%
Number of salaries quoted 25421 28071 30982
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+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 4 May 2016.

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 4 May 2016. 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
(Click see detailed
statistics and trends)
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 -16 22 £65,000 -18.75% 3
East of England +22 7 £40,000 -36.00% 1
Yorkshire - 1 £41,000 -
North West - 1 £35,000 -
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 4 May 2016, 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 64 (92.75%) Data Mining
2 43 (62.32%) Analytics
3 40 (57.97%) Python
4 38 (55.07%) Machine Learning
5 37 (53.62%) Hadoop
6 32 (46.38%) SQL
7 29 (42.03%) Big Data
8 28 (40.58%) Java
9 25 (36.23%) R
10 24 (34.78%) Relational Database
10 24 (34.78%) Degree
11 22 (31.88%) Apache Hive
12 19 (27.54%) Algorithms
13 18 (26.09%) Apache Spark
14 17 (24.64%) Scala
14 17 (24.64%) Computer Science
15 16 (23.19%) Logistic Regression
15 16 (23.19%) Statistics
15 16 (23.19%) MATLAB
15 16 (23.19%) Natural Language Processing
16 14 (20.29%) Predictive Modelling
16 14 (20.29%) Marketing
17 13 (18.84%) Business Intelligence
17 13 (18.84%) Finance
17 13 (18.84%) Data Modelling
18 12 (17.39%) Analytical Skills
18 12 (17.39%) Perl
18 12 (17.39%) Neural Network
19 11 (15.94%) Predictive Analytics
19 11 (15.94%) PhD

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 (26.09%) Apache Spark
2 9 (13.04%) SAS
3 6 (8.70%) Apache Pig
3 6 (8.70%) Apache Solr
4 5 (7.25%) Apache
5 3 (4.35%) SharePoint
6 2 (2.90%) Elasticsearch
6 2 (2.90%) Tomcat
7 1 (1.45%) Node.js
Applications
1 5 (7.25%) Weka
2 3 (4.35%) MS Excel
Cloud Services
1 4 (5.80%) Microsoft Azure
2 2 (2.90%) GitHub
3 1 (1.45%) SaaS
Database & Business Intelligence
1 64 (92.75%) Data Mining
2 37 (53.62%) Hadoop
3 29 (42.03%) Big Data
4 24 (34.78%) Relational Database
5 22 (31.88%) Apache Hive
6 11 (15.94%) NoSQL
7 8 (11.59%) RDBMS
8 6 (8.70%) Apache Cassandra
8 6 (8.70%) Electronic Patient Records
8 6 (8.70%) MongoDB
9 5 (7.25%) Redis
10 4 (5.80%) Amazon Redshift
10 4 (5.80%) PostgreSQL
10 4 (5.80%) SQL Server
11 3 (4.35%) Data Warehouse
11 3 (4.35%) OLAP
11 3 (4.35%) QlikView
12 2 (2.90%) SQL Server Analysis Services
12 2 (2.90%) SQL Server Integration Services
12 2 (2.90%) SQL Server Reporting Services
Development Applications
1 2 (2.90%) Git (software)
1 2 (2.90%) Maven
2 1 (1.45%) JIRA
2 1 (1.45%) Subversion
2 1 (1.45%) TeamCity
2 1 (1.45%) Visual Studio
General
1 14 (20.29%) Marketing
2 13 (18.84%) Finance
3 7 (10.14%) Pharmaceutical
4 5 (7.25%) Advertising
5 3 (4.35%) Games
6 2 (2.90%) Law
7 1 (1.45%) Retail
Job Titles
1 33 (47.83%) Data Scientist
2 13 (18.84%) Senior Data Scientist
3 10 (14.49%) Developer
4 8 (11.59%) Data Engineer
5 7 (10.14%) Java Developer
5 7 (10.14%) Java Engineer
6 5 (7.25%) Programmer
7 4 (5.80%) Architect
7 4 (5.80%) Hadoop Engineer
7 4 (5.80%) Machine Learning Scientist
8 3 (4.35%) Data Architect
8 3 (4.35%) Data Programmer
8 3 (4.35%) Java Programmer
8 3 (4.35%) Machine Learning Engineer
8 3 (4.35%) Perl Developer
8 3 (4.35%) Perl Programmer
8 3 (4.35%) Research Scientist
9 2 (2.90%) Analyst
9 2 (2.90%) Applications Specialist
9 2 (2.90%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 16 (23.19%) Natural Language Processing
2 7 (10.14%) scikit-learn
3 4 (5.80%) HTML
4 3 (4.35%) D3.js
4 3 (4.35%) jQuery
4 3 (4.35%) Lucene
4 3 (4.35%) MLlib
5 2 (2.90%) AngularJS
5 2 (2.90%) CSS
5 2 (2.90%) Django
5 2 (2.90%) HTML5
5 2 (2.90%) MDX
5 2 (2.90%) Pandas
5 2 (2.90%) REST
5 2 (2.90%) SciPy
5 2 (2.90%) Twitter Bootstrap
5 2 (2.90%) Web Services
6 1 (1.45%) .NET
6 1 (1.45%) ASP.NET
6 1 (1.45%) NumPy
Miscellaneous
1 19 (27.54%) Algorithms
2 17 (24.64%) Computer Science
3 16 (23.19%) Statistics
4 12 (17.39%) Analytical Skills
4 12 (17.39%) Neural Network
5 10 (14.49%) Informatics
5 10 (14.49%) Mathematics
5 10 (14.49%) Visualisation
6 8 (11.59%) Life Science
7 7 (10.14%) Fintech
8 5 (7.25%) Ontologies
9 4 (5.80%) Applied Mathematics
9 4 (5.80%) Data Structures
10 3 (4.35%) Data Integration
10 3 (4.35%) Smart Energy
10 3 (4.35%) Social Network
11 2 (2.90%) Clustering
11 2 (2.90%) FMCG
11 2 (2.90%) Management Information System
11 2 (2.90%) Social Media
Operating Systems
1 7 (10.14%) Linux
2 1 (1.45%) Apple iOS
2 1 (1.45%) Unix
2 1 (1.45%) Windows
2 1 (1.45%) Windows Server
Processes & Methodologies
1 43 (62.32%) Analytics
2 38 (55.07%) Machine Learning
3 16 (23.19%) Logistic Regression
4 14 (20.29%) Predictive Modelling
5 13 (18.84%) Business Intelligence
5 13 (18.84%) Data Modelling
6 11 (15.94%) Predictive Analytics
7 10 (14.49%) Data Analysis
8 9 (13.04%) CHAID
8 9 (13.04%) Cluster Analysis
9 8 (11.59%) Data Analytics
10 7 (10.14%) Conjoint Analysis
11 6 (8.70%) Data Management
11 6 (8.70%) Information Retrieval
11 6 (8.70%) Quantitative Analysis
11 6 (8.70%) Statistical Analysis
11 6 (8.70%) Statistical Modelling
12 5 (7.25%) Agile Software Development
12 5 (7.25%) Data Visualisation
12 5 (7.25%) OO
Programming Languages
1 40 (57.97%) Python
2 32 (46.38%) SQL
3 28 (40.58%) Java
4 25 (36.23%) R
5 17 (24.64%) Scala
6 16 (23.19%) MATLAB
7 12 (17.39%) Perl
8 5 (7.25%) HiveQL
9 4 (5.80%) Shell Script
10 3 (4.35%) JavaScript
11 2 (2.90%) C++
11 2 (2.90%) T-SQL
12 1 (1.45%) C
12 1 (1.45%) C#
Qualifications
1 24 (34.78%) Degree
2 11 (15.94%) PhD
3 1 (1.45%) MCTS
3 1 (1.45%) Microsoft Certification
3 1 (1.45%) Postgraduate
3 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 6 (8.70%) Data Quality
2 5 (7.25%) SNOMED CT
System Software
1 1 (1.45%) HDFS
Systems Management
1 4 (5.80%) EMC NetWorker
2 2 (2.90%) Oracle Enterprise Manager
Vendors
1 5 (7.25%) Microsoft
1 5 (7.25%) Tableau
2 3 (4.35%) Oracle
3 2 (2.90%) Hortonworks
4 1 (1.45%) Cognos
4 1 (1.45%) SAP
4 1 (1.45%) Teradata
4 1 (1.45%) Xamarin
Cambridge, Cambridgeshire
Neaves & Neat Employment Services Ltd
Posted: 8 hours ago
Central London / West End
Client Server
Salary: £35k to £50k + benefits
Posted: Yesterday
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 5 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £55,000 per annum
Posted: 6 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 6 days ago
London
Client Server
Salary: £35k to £50k + benefits
Posted: 12 days ago