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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Text Mining
Rank 861 932 932
Rank change year-on-year
+71 0
Permanent jobs citing Text Mining 31 21 21
As % of all permanent IT jobs located in England 0.034% 0.020% 0.019%
As % of the Database & Business Intelligence category 0.11% 0.066% 0.061%
Number of salaries quoted 30 19 19
Median salary £52,500 £67,500 £65,000
Median salary % change year-on-year
-22.22% +3.84%
90% offered a salary of more than £44,850 £62,000 £42,800
10% offered a salary of more than £110,000 £90,000 £92,000
UK excluding London median salary £47,500 £62,000 £50,000
% change year-on-year
-23.38% +24.00%
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
27186 32041 34564
As % of all permanent IT jobs located in England 29.65% 31.24% 32.01%
Number of salaries quoted 23515 27236 29423
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 £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £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 24 August 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 24 August 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 +46 23 £60,000 -20.00% 2
East of England +28 6 £47,500 +35.71% 3
South East +23 1 £135,000 +117.74%
North West - 1 £29,000 -
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 24 August 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 53 (89.83%) Data Mining
2 38 (64.41%) Python
3 33 (55.93%) Hadoop
3 33 (55.93%) Big Data
4 29 (49.15%) Analytics
5 28 (47.46%) Java
6 27 (45.76%) SQL
7 24 (40.68%) Relational Database
8 23 (38.98%) Algorithms
9 22 (37.29%) Machine Learning
10 20 (33.90%) Apache Spark
11 19 (32.20%) NoSQL
12 18 (30.51%) Statistical Modelling
13 17 (28.81%) Apache Hive
13 17 (28.81%) Information Retrieval
14 15 (25.42%) Scala
15 14 (23.73%) Visualisation
15 14 (23.73%) Business Intelligence
15 14 (23.73%) RDBMS
16 13 (22.03%) Apache Cassandra
17 12 (20.34%) Redis
17 12 (20.34%) R
17 12 (20.34%) Neural Network
17 12 (20.34%) Logistic Regression
17 12 (20.34%) Cluster Analysis
17 12 (20.34%) Linux
17 12 (20.34%) CHAID
17 12 (20.34%) Finance
17 12 (20.34%) Data Structures
17 12 (20.34%) scikit-learn

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 20 (33.90%) Apache Spark
2 5 (8.47%) Apache Solr
2 5 (8.47%) SharePoint
3 1 (1.69%) Apache Pig
3 1 (1.69%) Elasticsearch
3 1 (1.69%) SAS
Applications
1 2 (3.39%) SPSS
2 1 (1.69%) MS Excel
2 1 (1.69%) MS Office
Cloud Services
1 1 (1.69%) Amazon AWS
1 1 (1.69%) SaaS
Communications & Networking
1 1 (1.69%) Remote Desktop
Database & Business Intelligence
1 53 (89.83%) Data Mining
2 33 (55.93%) Big Data
2 33 (55.93%) Hadoop
3 24 (40.68%) Relational Database
4 19 (32.20%) NoSQL
5 17 (28.81%) Apache Hive
6 14 (23.73%) RDBMS
7 13 (22.03%) Apache Cassandra
8 12 (20.34%) Redis
9 11 (18.64%) Amazon Redshift
9 11 (18.64%) PostgreSQL
10 5 (8.47%) Data Lake
10 5 (8.47%) Data Warehouse
11 4 (6.78%) Impala
11 4 (6.78%) OLAP
11 4 (6.78%) Oracle OLAP
11 4 (6.78%) SQL Server
12 3 (5.08%) Enterprise Data Warehouse
12 3 (5.08%) MySQL
12 3 (5.08%) Star Schema
General
1 12 (20.34%) Finance
2 11 (18.64%) Advertising
3 7 (11.86%) Marketing
3 7 (11.86%) Pharmaceutical
Job Titles
1 25 (42.37%) Data Scientist
2 10 (16.95%) Data Engineer
2 10 (16.95%) Developer
3 9 (15.25%) Java Engineer
4 8 (13.56%) Hadoop Engineer
5 7 (11.86%) Machine Learning Engineer
5 7 (11.86%) Senior Data Scientist
6 6 (10.17%) Architect
6 6 (10.17%) Data Architect
7 5 (8.47%) Django Developer
7 5 (8.47%) Java Developer
8 4 (6.78%) Analyst
9 3 (5.08%) Big Data Architect
9 3 (5.08%) Data Analyst
9 3 (5.08%) ETL Architect
10 2 (3.39%) Big Data Developer
10 2 (3.39%) Hadoop Developer
10 2 (3.39%) Java Hadoop Developer
10 2 (3.39%) Machine Learning Developer
10 2 (3.39%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 12 (20.34%) scikit-learn
2 11 (18.64%) Natural Language Processing
3 5 (8.47%) AngularJS
3 5 (8.47%) CSS
3 5 (8.47%) CSS3
3 5 (8.47%) Django
3 5 (8.47%) HTML
3 5 (8.47%) HTML5
3 5 (8.47%) Twitter Bootstrap
4 2 (3.39%) D3.js
5 1 (1.69%) MLlib
5 1 (1.69%) Node.js
5 1 (1.69%) NumPy
5 1 (1.69%) Web Services
Miscellaneous
1 23 (38.98%) Algorithms
2 14 (23.73%) Visualisation
3 12 (20.34%) Data Structures
3 12 (20.34%) Neural Network
4 11 (18.64%) Computer Science
5 10 (16.95%) Analytical Skills
6 7 (11.86%) Fintech
7 6 (10.17%) Informatics
7 6 (10.17%) Ontologies
8 5 (8.47%) Social Network
9 4 (6.78%) Mathematics
10 3 (5.08%) Data Integration
10 3 (5.08%) Life Science
10 3 (5.08%) Management Information System
10 3 (5.08%) Statistics
11 1 (1.69%) Biology
11 1 (1.69%) Hedge funds
11 1 (1.69%) NHS
11 1 (1.69%) Social Media
Operating Systems
1 12 (20.34%) Linux
2 2 (3.39%) Unix
3 1 (1.69%) Windows
3 1 (1.69%) Windows Server
Processes & Methodologies
1 29 (49.15%) Analytics
2 22 (37.29%) Machine Learning
3 18 (30.51%) Statistical Modelling
4 17 (28.81%) Information Retrieval
5 14 (23.73%) Business Intelligence
6 12 (20.34%) CHAID
6 12 (20.34%) Cluster Analysis
6 12 (20.34%) Logistic Regression
7 10 (16.95%) Predictive Modelling
8 9 (15.25%) Data Visualisation
8 9 (15.25%) OO
9 8 (13.56%) ETL
10 6 (10.17%) Data Analytics
10 6 (10.17%) Project Management
10 6 (10.17%) Statistical Analysis
11 5 (8.47%) Agile Software Development
11 5 (8.47%) Computational Linguistics
11 5 (8.47%) Disruptive Innovation
11 5 (8.47%) Information Governance
11 5 (8.47%) Line Management
Programming Languages
1 38 (64.41%) Python
2 28 (47.46%) Java
3 27 (45.76%) SQL
4 15 (25.42%) Scala
5 12 (20.34%) R
6 7 (11.86%) Perl
7 6 (10.17%) JavaScript
8 2 (3.39%) Julia
8 2 (3.39%) MATLAB
9 1 (1.69%) C
9 1 (1.69%) C++
9 1 (1.69%) Haskell
9 1 (1.69%) VBA
Qualifications
1 9 (15.25%) Degree
2 5 (8.47%) PhD
3 1 (1.69%) Postgraduate
Quality Assurance & Compliance
1 5 (8.47%) SNOMED CT
2 3 (5.08%) Data Quality
System Software
1 1 (1.69%) HDFS
Vendors
1 8 (13.56%) Tableau
2 4 (6.78%) Oracle
3 3 (5.08%) Microsoft
4 1 (1.69%) Cognos
4 1 (1.69%) SAP
4 1 (1.69%) Teradata
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