The table below looks at the statistics for Text Mining skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Text Mining over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Text Mining
UK
Rank 840 900 931
Rank change year-on-year
+60 +31
Permanent jobs citing Text Mining 19 30 15
As % of all permanent IT jobs located in the UK 0.023% 0.030% 0.014%
As % of the Database & Business Intelligence category 0.075% 0.094% 0.047%
Number of salaries quoted 18 28 11
Median salary £51,250 £70,000 £45,000
Median salary % change year-on-year
-26.78% +55.55%
90% offered a salary of more than £47,000 £40,000 £37,500
10% offered a salary of more than £72,750 £85,000 £57,500
UK excluding London median salary £40,000 £40,000 £42,500
% change year-on-year
- -5.88%

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
25431 31785 32153
As % of all permanent IT jobs located in the UK 30.25% 32.10% 30.98%
Number of salaries quoted 21886 26881 27593
Median salary £50,000 £48,045 £45,000
Median salary % change year-on-year
+4.07% +6.76%
90% offered a salary of more than £32,500 £32,500 £30,565
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Text Mining
Jobs Demand Trend

The demand trend of job ads 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 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 24 January 2017 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the UK over the 3 months to 24 January 2017. 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 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
England +56 19 £51,250 -26.78% 4
London +48 16 £52,500 -30.00% 2
City of London - 5 £50,000 -
East of England +18 2 £37,500 -6.25% 1
Cambridge 0 2 £37,500 -6.25%
Cambridgeshire -1 2 £37,500 -6.25% 1
South East +56 1 £110,000 +46.66%
Surrey +38 1 £110,000 +46.66%
Godalming - 1 £110,000 -

Text Mining
Top 30 Related IT Skills

For the 6 months to 24 January 2017, 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 with a requirement for Text Mining.

1 32 (58.18%) Big Data
2 30 (54.55%) SQL
3 29 (52.73%) Python
4 27 (49.09%) Hadoop
5 26 (47.27%) Java
6 25 (45.45%) Finance
6 25 (45.45%) Analytics
7 23 (41.82%) Data Mining
8 21 (38.18%) NoSQL
9 20 (36.36%) Algorithms
9 20 (36.36%) ETL
10 19 (34.55%) Apache Spark
10 19 (34.55%) Machine Learning
11 17 (30.91%) Agile Software Development
12 15 (27.27%) Information Retrieval
12 15 (27.27%) Statistical Modelling
13 13 (23.64%) Fintech
14 12 (21.82%) Microservices
14 12 (21.82%) Relational Database
14 12 (21.82%) Information Governance
14 12 (21.82%) TDD
14 12 (21.82%) Computer Science
15 11 (20.00%) Visualisation
15 11 (20.00%) Line Management
15 11 (20.00%) Analytical Skills
15 11 (20.00%) R
16 10 (18.18%) Advertising
16 10 (18.18%) Degree
17 9 (16.36%) Mathematics
17 9 (16.36%) RESTful

Text Mining
Top Related IT Skills 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 19 (34.55%) Apache Spark
2 4 (7.27%) Tomcat
3 2 (3.64%) Apache Solr
3 2 (3.64%) SharePoint
4 1 (1.82%) Elasticsearch
4 1 (1.82%) SAS
Applications
1 5 (9.09%) MS Excel
2 1 (1.82%) SPSS
Business Applications
1 1 (1.82%) Oracle Financials
Cloud Services
1 8 (14.55%) Amazon AWS
2 2 (3.64%) Google Cloud Platform
3 1 (1.82%) Amazon EC2
Communications & Networking
1 1 (1.82%) HTTPS
Database & Business Intelligence
1 32 (58.18%) Big Data
2 27 (49.09%) Hadoop
3 23 (41.82%) Data Mining
4 21 (38.18%) NoSQL
5 12 (21.82%) Relational Database
6 8 (14.55%) Triplestore
7 7 (12.73%) Apache Hive
7 7 (12.73%) Data Lake
7 7 (12.73%) Impala
7 7 (12.73%) Redis
8 6 (10.91%) Amazon Redshift
8 6 (10.91%) Apache Cassandra
8 6 (10.91%) PostgreSQL
8 6 (10.91%) RDBMS
8 6 (10.91%) SQL Server
9 4 (7.27%) MySQL
10 1 (1.82%) Oracle Reports
10 1 (1.82%) QlikView
10 1 (1.82%) Spotfire
10 1 (1.82%) SQL Server Integration Services
Development Applications
1 4 (7.27%) Gatling
2 1 (1.82%) Appcelerator Titanium
General
1 25 (45.45%) Finance
2 10 (18.18%) Advertising
3 9 (16.36%) Marketing
4 3 (5.45%) Banking
4 3 (5.45%) Pharmaceutical
4 3 (5.45%) Telecoms
5 1 (1.82%) Legal
5 1 (1.82%) Retail
Job Titles
1 18 (32.73%) Data Scientist
2 14 (25.45%) Developer
3 11 (20.00%) Java Developer
4 10 (18.18%) Architect
4 10 (18.18%) Big Data Architect
4 10 (18.18%) Data Architect
5 9 (16.36%) Lead Data Architect
5 9 (16.36%) Senior Data Scientist
6 6 (10.91%) ETL Architect
6 6 (10.91%) Software Engineer
7 5 (9.09%) Big Data Developer
8 4 (7.27%) Hadoop Architect
8 4 (7.27%) Machine Learning Developer
8 4 (7.27%) NoSQL Architect
8 4 (7.27%) Senior Developer
8 4 (7.27%) Senior Java Developer
8 4 (7.27%) SQL Server Architect
9 3 (5.45%) Lead Architect
10 2 (3.64%) Data Consultant
10 2 (3.64%) Java Engineer
Libraries, Frameworks & Software Standards
1 9 (16.36%) RESTful
2 6 (10.91%) scikit-learn
3 5 (9.09%) Natural Language Processing
4 4 (7.27%) Kafka
4 4 (7.27%) Node.js
4 4 (7.27%) Servlets
4 4 (7.27%) Spring
4 4 (7.27%) Spring Boot
5 3 (5.45%) AngularJS
5 3 (5.45%) CSS
5 3 (5.45%) HTML
5 3 (5.45%) Twitter Bootstrap
6 2 (3.64%) CSS3
6 2 (3.64%) Django
6 2 (3.64%) HTML5
7 1 (1.82%) .NET Framework
7 1 (1.82%) jQuery
7 1 (1.82%) LINQ
7 1 (1.82%) WinForms
7 1 (1.82%) WPF
Miscellaneous
1 20 (36.36%) Algorithms
2 13 (23.64%) Fintech
3 12 (21.82%) Computer Science
4 11 (20.00%) Analytical Skills
4 11 (20.00%) Visualisation
5 9 (16.36%) Mathematics
5 9 (16.36%) Neural Network
6 7 (12.73%) Data Structures
6 7 (12.73%) Semantic Web
7 4 (7.27%) Inversion of Control
7 4 (7.27%) Statistics
8 2 (3.64%) Client/Server
8 2 (3.64%) Informatics
8 2 (3.64%) Life Science
8 2 (3.64%) Physics
9 1 (1.82%) Biology
9 1 (1.82%) Data Extraction
9 1 (1.82%) Management Information System
9 1 (1.82%) Ontologies
9 1 (1.82%) Social Network
Operating Systems
1 8 (14.55%) Linux
2 2 (3.64%) Unix
2 2 (3.64%) Windows
3 1 (1.82%) Windows Server
Processes & Methodologies
1 25 (45.45%) Analytics
2 20 (36.36%) ETL
3 19 (34.55%) Machine Learning
4 17 (30.91%) Agile Software Development
5 15 (27.27%) Information Retrieval
5 15 (27.27%) Statistical Modelling
6 12 (21.82%) Information Governance
6 12 (21.82%) Microservices
6 12 (21.82%) TDD
7 11 (20.00%) Line Management
8 9 (16.36%) Software Engineering
8 9 (16.36%) Statistical Analysis
9 8 (14.55%) Continuous Integration
9 8 (14.55%) Data Ingestion
9 8 (14.55%) RDF
10 7 (12.73%) Business Intelligence
10 7 (12.73%) CHAID
10 7 (12.73%) Customer Analytics
10 7 (12.73%) Digital Analytics
10 7 (12.73%) Global Marketing
Programming Languages
1 30 (54.55%) SQL
2 29 (52.73%) Python
3 26 (47.27%) Java
4 11 (20.00%) R
5 8 (14.55%) JavaScript
5 8 (14.55%) SPARQL
6 6 (10.91%) Scala
7 2 (3.64%) C#
7 2 (3.64%) C++
7 2 (3.64%) Perl
7 2 (3.64%) VBA
8 1 (1.82%) ActionScript
8 1 (1.82%) Bash Shell
8 1 (1.82%) C
8 1 (1.82%) Lua
8 1 (1.82%) PowerShell
8 1 (1.82%) T-SQL
Qualifications
1 10 (18.18%) Degree
2 3 (5.45%) PhD
3 2 (3.64%) Postgraduate
System Software
1 4 (7.27%) Apache ZooKeeper
1 4 (7.27%) Docker
2 1 (1.82%) HDFS
Systems Management
1 4 (7.27%) Kubernetes
1 4 (7.27%) Marathon
1 4 (7.27%) Mesos
Vendors
1 8 (14.55%) Google
2 2 (3.64%) Tableau
3 1 (1.82%) Oracle
3 1 (1.82%) SAP
Manchester
Churchill Frank
Salary: £40000 - £60000 per annum + Bonus
Posted: 3 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 5 days ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 4 days ago
South West London
DCV Technologies
Salary: From £60,000 to £70,000 per annum amazing benefits packages
Posted: 5 days ago