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

3 months to
25 May 2016
Same period 2015 Same period 2014
Text Mining
Rank 868 877 932
Rank change year-on-year
+9 +55
Permanent jobs citing Text Mining 28 43 18
As % of all permanent IT jobs located in England 0.030% 0.043% 0.016%
As % of the Database & Business Intelligence category 0.10% 0.13% 0.051%
Number of salaries quoted 26 22 17
Median salary £45,000 £65,000 £45,000
Median salary % change year-on-year
-30.76% +44.44%
90% offered a salary of more than £40,000 £52,750 £35,000
10% offered a salary of more than £75,000 £140,000 £76,000
UK excluding London median salary £40,000 £62,500 £42,500
% change year-on-year
-36.00% +47.05%
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
28000 32397 35578
As % of all permanent IT jobs located in England 30.33% 32.50% 32.43%
Number of salaries quoted 24222 27596 30773
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 £32,000 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 25 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 25 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 -18 21 £47,000 -27.69% 2
East of England +36 6 £40,000 -36.00% 1
Yorkshire - 1 £41,000 - 2
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 25 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 60 (93.75%) Data Mining
2 45 (70.31%) Python
3 37 (57.81%) Machine Learning
4 36 (56.25%) Hadoop
5 35 (54.69%) Analytics
6 31 (48.44%) Java
7 26 (40.63%) SQL
8 25 (39.06%) Big Data
9 23 (35.94%) Relational Database
10 22 (34.38%) Apache Spark
10 22 (34.38%) Algorithms
10 22 (34.38%) R
11 20 (31.25%) Degree
12 19 (29.69%) Scala
13 18 (28.13%) Apache Hive
14 16 (25.00%) Natural Language Processing
15 15 (23.44%) Predictive Modelling
15 15 (23.44%) Marketing
16 14 (21.88%) Computer Science
16 14 (21.88%) NoSQL
17 13 (20.31%) MATLAB
17 13 (20.31%) Finance
18 12 (18.75%) Perl
18 12 (18.75%) Logistic Regression
19 11 (17.19%) Neural Network
19 11 (17.19%) Linux
19 11 (17.19%) PhD
19 11 (17.19%) RDBMS
20 10 (15.63%) scikit-learn
20 10 (15.63%) Apache Cassandra

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 22 (34.38%) Apache Spark
2 6 (9.38%) Apache Pig
2 6 (9.38%) Apache Solr
3 5 (7.81%) Apache
4 3 (4.69%) SAS
4 3 (4.69%) SharePoint
5 2 (3.13%) Elasticsearch
5 2 (3.13%) Tomcat
6 1 (1.56%) Node.js
Applications
1 5 (7.81%) Weka
2 3 (4.69%) MS Excel
3 1 (1.56%) MS Office
3 1 (1.56%) SPSS
Cloud Services
1 3 (4.69%) Microsoft Azure
2 2 (3.13%) GitHub
Communications & Networking
1 1 (1.56%) Remote Desktop
Database & Business Intelligence
1 60 (93.75%) Data Mining
2 36 (56.25%) Hadoop
3 25 (39.06%) Big Data
4 23 (35.94%) Relational Database
5 18 (28.13%) Apache Hive
6 14 (21.88%) NoSQL
7 11 (17.19%) RDBMS
8 10 (15.63%) Apache Cassandra
9 8 (12.50%) Redis
10 7 (10.94%) Amazon Redshift
10 7 (10.94%) PostgreSQL
11 6 (9.38%) Electronic Patient Records
11 6 (9.38%) MongoDB
12 3 (4.69%) Data Warehouse
12 3 (4.69%) OLAP
12 3 (4.69%) SQL Server
13 2 (3.13%) Datazen
13 2 (3.13%) SQL Server Analysis Services
13 2 (3.13%) SQL Server Integration Services
13 2 (3.13%) SQL Server Reporting Services
Development Applications
1 2 (3.13%) Git (software)
1 2 (3.13%) Maven
General
1 15 (23.44%) Marketing
2 13 (20.31%) Finance
3 8 (12.50%) Advertising
4 6 (9.38%) Pharmaceutical
5 2 (3.13%) Law
6 1 (1.56%) Games
6 1 (1.56%) Retail
Job Titles
1 28 (43.75%) Data Scientist
2 11 (17.19%) Data Engineer
3 9 (14.06%) Java Engineer
3 9 (14.06%) Senior Data Scientist
4 8 (12.50%) Developer
5 7 (10.94%) Java Developer
6 6 (9.38%) Hadoop Engineer
6 6 (9.38%) Machine Learning Engineer
7 4 (6.25%) Architect
7 4 (6.25%) Programmer
8 3 (4.69%) Analyst
8 3 (4.69%) Data Architect
8 3 (4.69%) Data Programmer
8 3 (4.69%) Java Programmer
8 3 (4.69%) Machine Learning Scientist
8 3 (4.69%) Perl Developer
8 3 (4.69%) Perl Programmer
8 3 (4.69%) Research Scientist
9 2 (3.13%) Data Strategist
9 2 (3.13%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 16 (25.00%) Natural Language Processing
2 10 (15.63%) scikit-learn
3 3 (4.69%) MLlib
4 2 (3.13%) AngularJS
4 2 (3.13%) CSS
4 2 (3.13%) HTML
4 2 (3.13%) jQuery
4 2 (3.13%) Lucene
4 2 (3.13%) MDX
4 2 (3.13%) Pandas
4 2 (3.13%) REST
4 2 (3.13%) SciPy
4 2 (3.13%) Twitter Bootstrap
4 2 (3.13%) Web Services
5 1 (1.56%) D3.js
5 1 (1.56%) Django
5 1 (1.56%) NumPy
Miscellaneous
1 22 (34.38%) Algorithms
2 14 (21.88%) Computer Science
3 11 (17.19%) Neural Network
4 10 (15.63%) Informatics
4 10 (15.63%) Statistics
5 9 (14.06%) Visualisation
6 8 (12.50%) Life Science
6 8 (12.50%) Mathematics
7 7 (10.94%) Data Structures
8 6 (9.38%) Analytical Skills
8 6 (9.38%) Fintech
8 6 (9.38%) Ontologies
9 4 (6.25%) Applied Mathematics
10 3 (4.69%) Data Integration
10 3 (4.69%) Smart Energy
10 3 (4.69%) Social Network
11 2 (3.13%) Clustering
11 2 (3.13%) Management Information System
12 1 (1.56%) NHS
12 1 (1.56%) Physics
Operating Systems
1 11 (17.19%) Linux
2 2 (3.13%) Unix
2 2 (3.13%) Windows
2 2 (3.13%) Windows Server
Processes & Methodologies
1 37 (57.81%) Machine Learning
2 35 (54.69%) Analytics
3 15 (23.44%) Predictive Modelling
4 12 (18.75%) Logistic Regression
5 10 (15.63%) Business Intelligence
5 10 (15.63%) Data Modelling
5 10 (15.63%) Predictive Analytics
6 9 (14.06%) CHAID
6 9 (14.06%) Cluster Analysis
6 9 (14.06%) Information Retrieval
6 9 (14.06%) Statistical Modelling
7 7 (10.94%) OO
8 6 (9.38%) Data Analysis
8 6 (9.38%) Data Management
8 6 (9.38%) Data Visualisation
8 6 (9.38%) Statistical Analysis
9 5 (7.81%) Data Analytics
9 5 (7.81%) Data Engineering
10 4 (6.25%) E-Commerce
10 4 (6.25%) Master Data Management
Programming Languages
1 45 (70.31%) Python
2 31 (48.44%) Java
3 26 (40.63%) SQL
4 22 (34.38%) R
5 19 (29.69%) Scala
6 13 (20.31%) MATLAB
7 12 (18.75%) Perl
8 5 (7.81%) HiveQL
9 4 (6.25%) Shell Script
10 3 (4.69%) JavaScript
11 2 (3.13%) C++
11 2 (3.13%) T-SQL
12 1 (1.56%) C
12 1 (1.56%) VBA
Qualifications
1 20 (31.25%) Degree
2 11 (17.19%) PhD
3 2 (3.13%) Postgraduate
4 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 6 (9.38%) SNOMED CT
2 4 (6.25%) Data Quality
System Software
1 1 (1.56%) HDFS
Systems Management
1 4 (6.25%) EMC NetWorker
2 2 (3.13%) Oracle Enterprise Manager
Vendors
1 3 (4.69%) Microsoft
1 3 (4.69%) Oracle
1 3 (4.69%) Tableau
2 2 (3.13%) Hortonworks
3 1 (1.56%) Cognos
3 1 (1.56%) SAP
3 1 (1.56%) Teradata
Leeds, West Yorkshire
Searchability
Salary: £50000 - £55000 per annum
Posted: 5 hours ago
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: Yesterday
Leeds
Searchability
Salary: £50000 - £53000 per annum + Benefits
Posted: 7 days ago
London
Client Server
Salary: £40k to £50k + benefits
Posted: 7 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 7 days ago