The table below looks at the statistics for Text Mining skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Text Mining over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Text Mining
Rank 923 944 977
Rank change year-on-year
+21 +33
Permanent jobs citing Text Mining 33 35 17
As % of all permanent IT jobs located in the UK 0.032% 0.032% 0.014%
As % of the Database & Business Intelligence category 0.10% 0.099% 0.044%
Number of salaries quoted 29 17 17
Average salary £45,000 £80,000 £40,000
Average salary % change year-on-year
-43.75% +100.00%
90% offered a salary of more than £40,000 £47,600 £32,500
10% offered a salary of more than £75,000 £116,000 £53,500
UK excluding London average salary £40,000 £62,500 £40,000
% change year-on-year
-36.00% +56.25%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
31556 35367 38866
As % of all permanent IT jobs located in the UK 30.53% 31.85% 32.50%
Number of salaries quoted 26964 29868 32999
Average salary £50,000 £46,000 £45,000
Average salary % change year-on-year
+8.69% +2.22%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Text Mining
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Text Mining within the UK as a proportion of the total demand within the Database & Business Intelligence category.

Text Mining Jobs Demand Trend 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 within the UK.

Text Mining Salary Trend in the UK

Text Mining
Salary Histogram

This chart provides a salary histogram for IT jobs citing Text Mining over the 3 months to 29 April 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 11 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Text Mining within the UK over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +3 33 £45,000 -43.75% 7
London -3 23 £70,000 -12.50% 5
Cambridge +23 8 £40,000 -
East of England +15 8 £40,000 -36.00%
Cambridgeshire +4 8 £40,000 -
City of London - 3 £45,000 - 3
Leeds - 1 £41,000 -
West Yorkshire - 1 £41,000 -
Manchester - 1 £35,000 -
Yorkshire - 1 £41,000 -
North West - 1 £35,000 -

Text Mining
Top 30 Related IT Skills

For the 6 months to 29 April 2016, IT jobs within the UK citing Text Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited 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 by Category

For the 6 months to 29 April 2016, IT jobs within the UK citing Text Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Text Mining. Up to 20 skills are shown per category.

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%) Mahout
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%) Data Analyst
9 2 (2.90%) Data Consultant
9 2 (2.90%) Field Engineer
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%) WCF
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
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