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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Text Mining
Rank 872 892 944
Rank change year-on-year
+20 +52
Permanent jobs citing Text Mining 29 50 26
As % of all permanent IT jobs located in England 0.032% 0.048% 0.023%
As % of the Database & Business Intelligence category 0.11% 0.15% 0.071%
Number of salaries quoted 27 30 24
Median salary £45,000 £80,000 £65,000
Median salary % change year-on-year
-43.75% +23.07%
90% offered a salary of more than £40,000 £59,750 £42,500
10% offered a salary of more than £75,000 £140,000 £70,000
UK excluding London median salary £40,000 £61,250 £60,000
% change year-on-year
-34.69% +2.08%
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
27248 33804 36451
As % of all permanent IT jobs located in England 30.00% 32.70% 32.31%
Number of salaries quoted 23588 28819 31541
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 £30,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 26 June 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 26 June 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 +9 23 £47,000 -41.25% 3
East of England +41 5 £40,000 -36.00% 1
South East +38 1 £135,000 +125.00%
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 26 June 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 58 (98.31%) Data Mining
2 42 (71.19%) Python
3 34 (57.63%) Hadoop
4 33 (55.93%) Machine Learning
5 32 (54.24%) Java
6 29 (49.15%) Big Data
6 29 (49.15%) Analytics
7 25 (42.37%) SQL
8 24 (40.68%) Algorithms
9 23 (38.98%) Apache Spark
10 22 (37.29%) Relational Database
11 20 (33.90%) R
11 20 (33.90%) Scala
12 18 (30.51%) Natural Language Processing
12 18 (30.51%) Apache Hive
13 16 (27.12%) Degree
14 15 (25.42%) Predictive Modelling
14 15 (25.42%) NoSQL
15 14 (23.73%) Visualisation
16 12 (20.34%) Marketing
16 12 (20.34%) RDBMS
16 12 (20.34%) Finance
17 11 (18.64%) Data Visualisation
17 11 (18.64%) Apache Cassandra
17 11 (18.64%) Perl
17 11 (18.64%) Linux
17 11 (18.64%) Neural Network
17 11 (18.64%) Computer Science
18 10 (16.95%) Logistic Regression
18 10 (16.95%) 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 23 (38.98%) Apache Spark
2 5 (8.47%) Apache Pig
2 5 (8.47%) Apache Solr
3 4 (6.78%) Apache
4 2 (3.39%) Elasticsearch
4 2 (3.39%) SAS
4 2 (3.39%) Tomcat
Applications
1 4 (6.78%) Weka
2 2 (3.39%) SPSS
3 1 (1.69%) MS Excel
3 1 (1.69%) MS Office
Cloud Services
1 2 (3.39%) GitHub
2 1 (1.69%) Amazon AWS
2 1 (1.69%) SaaS
Communications & Networking
1 1 (1.69%) Remote Desktop
Database & Business Intelligence
1 58 (98.31%) Data Mining
2 34 (57.63%) Hadoop
3 29 (49.15%) Big Data
4 22 (37.29%) Relational Database
5 18 (30.51%) Apache Hive
6 15 (25.42%) NoSQL
7 12 (20.34%) RDBMS
8 11 (18.64%) Apache Cassandra
9 9 (15.25%) Redis
10 8 (13.56%) Amazon Redshift
10 8 (13.56%) PostgreSQL
11 5 (8.47%) Electronic Patient Records
11 5 (8.47%) MongoDB
12 4 (6.78%) Data Warehouse
13 3 (5.08%) OLAP
13 3 (5.08%) Oracle OLAP
13 3 (5.08%) SQL Server
14 2 (3.39%) MySQL
14 2 (3.39%) QlikView
14 2 (3.39%) Star Schema
Development Applications
1 2 (3.39%) Git (software)
1 2 (3.39%) Maven
General
1 12 (20.34%) Finance
1 12 (20.34%) Marketing
2 9 (15.25%) Advertising
3 5 (8.47%) Pharmaceutical
4 1 (1.69%) Games
4 1 (1.69%) Law
4 1 (1.69%) Retail
Job Titles
1 27 (45.76%) Data Scientist
2 12 (20.34%) Data Engineer
3 10 (16.95%) Java Engineer
4 7 (11.86%) Developer
4 7 (11.86%) Hadoop Engineer
4 7 (11.86%) Java Developer
4 7 (11.86%) Machine Learning Engineer
4 7 (11.86%) Senior Data Scientist
5 4 (6.78%) Machine Learning Scientist
6 3 (5.08%) Analyst
6 3 (5.08%) Architect
6 3 (5.08%) Data Programmer
6 3 (5.08%) Java Programmer
6 3 (5.08%) Perl Developer
6 3 (5.08%) Perl Programmer
6 3 (5.08%) Programmer
7 2 (3.39%) Data Analyst
7 2 (3.39%) Data Architect
7 2 (3.39%) Data Strategist
7 2 (3.39%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (30.51%) Natural Language Processing
2 10 (16.95%) scikit-learn
3 3 (5.08%) Web Services
4 2 (3.39%) AngularJS
4 2 (3.39%) CSS
4 2 (3.39%) D3.js
4 2 (3.39%) HTML
4 2 (3.39%) jQuery
4 2 (3.39%) Lucene
4 2 (3.39%) MLlib
4 2 (3.39%) REST
4 2 (3.39%) Twitter Bootstrap
5 1 (1.69%) Node.js
5 1 (1.69%) NumPy
5 1 (1.69%) Pandas
5 1 (1.69%) SciPy
Miscellaneous
1 24 (40.68%) Algorithms
2 14 (23.73%) Visualisation
3 11 (18.64%) Computer Science
3 11 (18.64%) Neural Network
4 9 (15.25%) Statistics
5 8 (13.56%) Data Structures
5 8 (13.56%) Informatics
6 7 (11.86%) Analytical Skills
6 7 (11.86%) Fintech
6 7 (11.86%) Mathematics
7 6 (10.17%) Life Science
7 6 (10.17%) Ontologies
7 6 (10.17%) Social Network
8 3 (5.08%) Applied Mathematics
9 2 (3.39%) Data Integration
9 2 (3.39%) Management Information System
10 1 (1.69%) Hedge funds
10 1 (1.69%) NHS
10 1 (1.69%) Physics
10 1 (1.69%) Social Media
Operating Systems
1 11 (18.64%) Linux
2 1 (1.69%) Unix
2 1 (1.69%) Windows
2 1 (1.69%) Windows Server
Processes & Methodologies
1 33 (55.93%) Machine Learning
2 29 (49.15%) Analytics
3 15 (25.42%) Predictive Modelling
4 11 (18.64%) Data Visualisation
5 10 (16.95%) Business Intelligence
5 10 (16.95%) Information Retrieval
5 10 (16.95%) Logistic Regression
5 10 (16.95%) Statistical Modelling
6 9 (15.25%) CHAID
6 9 (15.25%) Cluster Analysis
7 8 (13.56%) Data Modelling
7 8 (13.56%) OO
8 7 (11.86%) Predictive Analytics
9 6 (10.17%) Data Management
9 6 (10.17%) Project Management
10 5 (8.47%) Data Analytics
10 5 (8.47%) Statistical Analysis
11 4 (6.78%) E-Commerce
11 4 (6.78%) ETL
12 3 (5.08%) Bioinformatics
Programming Languages
1 42 (71.19%) Python
2 32 (54.24%) Java
3 25 (42.37%) SQL
4 20 (33.90%) R
4 20 (33.90%) Scala
5 11 (18.64%) Perl
6 10 (16.95%) MATLAB
7 4 (6.78%) HiveQL
8 3 (5.08%) C++
8 3 (5.08%) JavaScript
8 3 (5.08%) Shell Script
9 2 (3.39%) Julia
10 1 (1.69%) C
10 1 (1.69%) Haskell
10 1 (1.69%) VBA
Qualifications
1 16 (27.12%) Degree
2 10 (16.95%) PhD
3 1 (1.69%) Postgraduate
3 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 6 (10.17%) SNOMED CT
2 4 (6.78%) Data Quality
System Software
1 1 (1.69%) HDFS
Systems Management
1 3 (5.08%) EMC NetWorker
2 2 (3.39%) Oracle Enterprise Manager
Vendors
1 6 (10.17%) Tableau
2 5 (8.47%) Oracle
3 2 (3.39%) Hortonworks
3 2 (3.39%) Microsoft
4 1 (1.69%) Cognos
4 1 (1.69%) SAP
4 1 (1.69%) Teradata
Manchester, Lancashire
Talent International
Salary: £28000 - £30000 per annum
Posted: 6 days ago
London
Imperative People
Salary: £90000 - £130000 per annum + excellent bens package
Posted: 4 days ago
London
Client Server
Salary: £40000 - £50000 per annum + benefits
Posted: 11 days ago
London
Client Server
Salary: £40k to £50k + benefits
Posted: 18 days ago
Manchester
General Medical Council
Salary: Up to £34,000 (top of pay band) with the option for an additional market rate allowance for exceptional candidates
Posted: 17 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £25000 - £30000 per annum
Posted: 2 days ago