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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Text Mining
Rank 835 886 950
Rank change year-on-year
+51 +64
Permanent jobs citing Text Mining 29 48 16
As % of all permanent IT jobs located in England 0.035% 0.048% 0.015%
As % of the Database & Business Intelligence category 0.12% 0.15% 0.049%
Number of salaries quoted 28 40 14
Median salary £67,500 £54,250 £47,500
Median salary % change year-on-year
+24.42% +14.21%
90% offered a salary of more than £47,000 £40,250 £37,500
10% offered a salary of more than £100,000 £84,800 £59,250
UK excluding London median salary £66,250 £47,500 £42,500
% change year-on-year
+39.47% +11.76%
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
25176 31880 32688
As % of all permanent IT jobs located in England 29.95% 32.05% 30.69%
Number of salaries quoted 21748 27102 28128
Median salary £50,000 £48,500 £45,000
Median salary % change year-on-year
+3.09% +7.77%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 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 9 December 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 +61 22 £67,500 -6.89% 2
South East +67 4 £100,000 +100.00%
East of England +11 2 £37,500 -9.09% 2
Yorkshire - 1 £35,000 - 1
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 9 December 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 42 (71.19%) Big Data
2 32 (54.24%) Python
3 29 (49.15%) Finance
4 28 (47.46%) Hadoop
5 26 (44.07%) SQL
5 26 (44.07%) Analytics
6 25 (42.37%) Java
6 25 (42.37%) ETL
7 24 (40.68%) Data Mining
7 24 (40.68%) NoSQL
8 19 (32.20%) Machine Learning
8 19 (32.20%) Fintech
9 18 (30.51%) Algorithms
10 17 (28.81%) Information Governance
10 17 (28.81%) Statistical Modelling
11 16 (27.12%) Apache Spark
11 16 (27.12%) Information Retrieval
11 16 (27.12%) Line Management
11 16 (27.12%) Computer Science
12 14 (23.73%) Agile Software Development
13 12 (20.34%) Relational Database
13 12 (20.34%) Data Lake
13 12 (20.34%) Visualisation
14 11 (18.64%) Analytical Skills
15 10 (16.95%) R
15 10 (16.95%) Degree
16 9 (15.25%) Mathematics
16 9 (15.25%) Statistical Analysis
16 9 (15.25%) Linux
16 9 (15.25%) Data Structures

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 16 (27.12%) Apache Spark
2 5 (8.47%) Apache Solr
2 5 (8.47%) SharePoint
3 1 (1.69%) Elasticsearch
3 1 (1.69%) SAS
Applications
1 5 (8.47%) MS Excel
2 1 (1.69%) SPSS
Business Applications
1 1 (1.69%) Oracle Financials
Cloud Services
1 6 (10.17%) Amazon AWS
2 1 (1.69%) Amazon EC2
Communications & Networking
1 1 (1.69%) HTTPS
Database & Business Intelligence
1 42 (71.19%) Big Data
2 28 (47.46%) Hadoop
3 24 (40.68%) Data Mining
3 24 (40.68%) NoSQL
4 12 (20.34%) Data Lake
4 12 (20.34%) Relational Database
5 8 (13.56%) Apache Hive
5 8 (13.56%) RDBMS
5 8 (13.56%) SQL Server
6 7 (11.86%) Amazon Redshift
6 7 (11.86%) Apache Cassandra
6 7 (11.86%) Impala
6 7 (11.86%) PostgreSQL
6 7 (11.86%) Redis
7 6 (10.17%) Triplestore
8 1 (1.69%) Enterprise Data Warehouse
8 1 (1.69%) MongoDB
8 1 (1.69%) Riak
8 1 (1.69%) SQL Server Integration Services
8 1 (1.69%) Sqoop
Development Applications
1 1 (1.69%) Appcelerator Titanium
General
1 29 (49.15%) Finance
2 8 (13.56%) Marketing
3 7 (11.86%) Advertising
4 6 (10.17%) Pharmaceutical
5 3 (5.08%) Banking
6 2 (3.39%) Telecoms
7 1 (1.69%) Legal
Job Titles
1 17 (28.81%) Data Scientist
2 14 (23.73%) Architect
2 14 (23.73%) Data Architect
3 13 (22.03%) Big Data Architect
3 13 (22.03%) Developer
4 9 (15.25%) ETL Architect
4 9 (15.25%) Lead Data Architect
4 9 (15.25%) Senior Data Scientist
5 7 (11.86%) Java Developer
6 6 (10.17%) Software Engineer
7 5 (8.47%) Big Data Developer
7 5 (8.47%) Django Developer
8 4 (6.78%) Hadoop Architect
8 4 (6.78%) Machine Learning Developer
8 4 (6.78%) NoSQL Architect
8 4 (6.78%) SQL Server Architect
9 3 (5.08%) Java Engineer
9 3 (5.08%) Lead Architect
10 2 (3.39%) Analyst
10 2 (3.39%) Data Consultant
Libraries, Frameworks & Software Standards
1 7 (11.86%) RESTful
1 7 (11.86%) scikit-learn
2 6 (10.17%) AngularJS
2 6 (10.17%) CSS
2 6 (10.17%) HTML
2 6 (10.17%) Natural Language Processing
2 6 (10.17%) Twitter Bootstrap
3 5 (8.47%) CSS3
3 5 (8.47%) Django
3 5 (8.47%) HTML5
4 1 (1.69%) .NET
4 1 (1.69%) .NET Framework
4 1 (1.69%) Ajax
4 1 (1.69%) jQuery
4 1 (1.69%) LINQ
4 1 (1.69%) SOAP
4 1 (1.69%) Web Services
4 1 (1.69%) WinForms
4 1 (1.69%) WPF
4 1 (1.69%) XML
Miscellaneous
1 19 (32.20%) Fintech
2 18 (30.51%) Algorithms
3 16 (27.12%) Computer Science
4 12 (20.34%) Visualisation
5 11 (18.64%) Analytical Skills
6 9 (15.25%) Data Structures
6 9 (15.25%) Mathematics
7 8 (13.56%) Neural Network
8 6 (10.17%) Semantic Web
9 4 (6.78%) Statistics
10 2 (3.39%) Client/Server
10 2 (3.39%) Informatics
10 2 (3.39%) Life Science
11 1 (1.69%) Biology
11 1 (1.69%) Data Extraction
11 1 (1.69%) Data Integration
11 1 (1.69%) Management Information System
11 1 (1.69%) Ontologies
11 1 (1.69%) Physics
11 1 (1.69%) Social Network
Operating Systems
1 9 (15.25%) Linux
2 2 (3.39%) Unix
2 2 (3.39%) Windows
3 1 (1.69%) Windows Server
Processes & Methodologies
1 26 (44.07%) Analytics
2 25 (42.37%) ETL
3 19 (32.20%) Machine Learning
4 17 (28.81%) Information Governance
4 17 (28.81%) Statistical Modelling
5 16 (27.12%) Information Retrieval
5 16 (27.12%) Line Management
6 14 (23.73%) Agile Software Development
7 9 (15.25%) Statistical Analysis
8 8 (13.56%) Software Engineering
9 7 (11.86%) Customer Analytics
9 7 (11.86%) Data Analytics
9 7 (11.86%) Digital Analytics
9 7 (11.86%) Global Marketing
10 6 (10.17%) Cluster Analysis
10 6 (10.17%) Continuous Integration
10 6 (10.17%) Data Ingestion
10 6 (10.17%) Logistic Regression
10 6 (10.17%) Microservices
10 6 (10.17%) TDD
Programming Languages
1 32 (54.24%) Python
2 26 (44.07%) SQL
3 25 (42.37%) Java
4 10 (16.95%) R
5 7 (11.86%) JavaScript
5 7 (11.86%) Scala
6 6 (10.17%) SPARQL
7 2 (3.39%) C#
7 2 (3.39%) C++
7 2 (3.39%) Perl
7 2 (3.39%) VBA
8 1 (1.69%) ActionScript
8 1 (1.69%) Bash Shell
8 1 (1.69%) C
8 1 (1.69%) Julia
8 1 (1.69%) Lua
8 1 (1.69%) PowerShell
8 1 (1.69%) T-SQL
Qualifications
1 10 (16.95%) Degree
2 4 (6.78%) PhD
3 2 (3.39%) Postgraduate
Quality Assurance & Compliance
1 1 (1.69%) Data Quality
System Software
1 1 (1.69%) HDFS
Vendors
1 6 (10.17%) Google
2 3 (5.08%) Tableau
3 2 (3.39%) Oracle
4 1 (1.69%) Microsoft
4 1 (1.69%) SAP
Norwich
Churchill Frank
Salary: £30000 - £60000 per annum + Bonus
Posted: 22 hours ago
London
Revolution Technology
Salary: From £50,000 to £70,000 per annum
Posted: 2 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: 2 days ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago