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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Text Mining
UK
Rank 836 907 934
Rank change year-on-year
+71 +27
Permanent jobs citing Text Mining 20 38 16
As % of all permanent IT jobs located in the UK 0.024% 0.038% 0.015%
As % of the Database & Business Intelligence category 0.079% 0.12% 0.049%
Number of salaries quoted 17 33 10
Median salary £52,500 £50,000 £57,500
Median salary % change year-on-year
+5.00% -13.04%
90% offered a salary of more than £41,500 £40,000 £39,750
10% offered a salary of more than £76,000 £85,000 £64,000
UK excluding London median salary £35,000 £40,000 £40,000
% change year-on-year
-12.50% -

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
25462 31904 32841
As % of all permanent IT jobs located in the UK 30.31% 31.60% 31.21%
Number of salaries quoted 21654 27049 28145
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 £32,500 £31,000
10% offered a salary of more than £72,500 £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

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 21 February 2017 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 6 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 21 February 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 +80 20 £52,500 +5.00% 5
London +61 19 £56,250 -25.00% 3
City of London +35 6 £50,000 - 2
East of England +16 1 £35,000 -12.50% 1
Cambridge +3 1 £35,000 -12.50%
Cambridgeshire -12 1 £35,000 -12.50% 1

Text Mining
Top 30 Related IT Skills

For the 6 months to 21 February 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 (60.38%) Big Data
2 27 (50.94%) Java
2 27 (50.94%) SQL
2 27 (50.94%) Python
2 27 (50.94%) Hadoop
3 26 (49.06%) Finance
4 25 (47.17%) Analytics
5 24 (45.28%) Machine Learning
6 21 (39.62%) ETL
7 20 (37.74%) Data Mining
7 20 (37.74%) Algorithms
8 18 (33.96%) NoSQL
8 18 (33.96%) Apache Spark
9 17 (32.08%) Agile Software Development
10 14 (26.42%) Software Engineering
11 13 (24.53%) TDD
11 13 (24.53%) Microservices
11 13 (24.53%) Fintech
12 12 (22.64%) Analytical Skills
12 12 (22.64%) Information Governance
12 12 (22.64%) Visualisation
13 11 (20.75%) Neural Network
13 11 (20.75%) Line Management
14 10 (18.87%) Information Retrieval
14 10 (18.87%) Relational Database
14 10 (18.87%) Statistical Modelling
14 10 (18.87%) R
14 10 (18.87%) Natural Language Processing
14 10 (18.87%) Apache Hive
14 10 (18.87%) Marketing

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 18 (33.96%) Apache Spark
2 4 (7.55%) Tomcat
3 2 (3.77%) Elasticsearch
4 1 (1.89%) Apache
4 1 (1.89%) Apache Pig
4 1 (1.89%) SAS
Applications
1 5 (9.43%) MS Excel
2 1 (1.89%) SPSS
Business Applications
1 1 (1.89%) Oracle Financials
Cloud Services
1 10 (18.87%) Amazon AWS
2 3 (5.66%) Google Cloud Platform
3 2 (3.77%) Amazon EC2
4 1 (1.89%) Amazon CloudWatch
4 1 (1.89%) AWS Lambda
4 1 (1.89%) CloudFront
4 1 (1.89%) IaaS
4 1 (1.89%) PaaS
4 1 (1.89%) Route 53
4 1 (1.89%) Virtual Private Cloud
Communications & Networking
1 1 (1.89%) HTTPS
Database & Business Intelligence
1 32 (60.38%) Big Data
2 27 (50.94%) Hadoop
3 20 (37.74%) Data Mining
4 18 (33.96%) NoSQL
5 10 (18.87%) Apache Hive
5 10 (18.87%) Relational Database
6 9 (16.98%) Triplestore
7 7 (13.21%) Data Lake
8 6 (11.32%) Redis
8 6 (11.32%) SQL Server
9 5 (9.43%) Apache Cassandra
9 5 (9.43%) Impala
9 5 (9.43%) MySQL
10 4 (7.55%) Amazon Redshift
10 4 (7.55%) PostgreSQL
10 4 (7.55%) RDBMS
11 2 (3.77%) CouchDB
11 2 (3.77%) HBase
11 2 (3.77%) MongoDB
12 1 (1.89%) IBM InfoSphere
Development Applications
1 4 (7.55%) Gatling
2 2 (3.77%) Git (software)
3 1 (1.89%) Appcelerator Titanium
3 1 (1.89%) Mocha
3 1 (1.89%) TestNG
General
1 26 (49.06%) Finance
2 10 (18.87%) Marketing
3 8 (15.09%) Advertising
4 7 (13.21%) Telecoms
5 5 (9.43%) Retail
6 3 (5.66%) Banking
7 1 (1.89%) Games
7 1 (1.89%) Legal
Job Titles
1 19 (35.85%) Data Scientist
2 11 (20.75%) Architect
2 11 (20.75%) Developer
3 10 (18.87%) Big Data Architect
3 10 (18.87%) Data Architect
4 9 (16.98%) Java Developer
4 9 (16.98%) Lead Data Architect
5 8 (15.09%) Senior Data Scientist
6 6 (11.32%) ETL Architect
6 6 (11.32%) Software Engineer
7 5 (9.43%) Senior Developer
8 4 (7.55%) Hadoop Architect
8 4 (7.55%) NoSQL Architect
8 4 (7.55%) Senior Java Developer
8 4 (7.55%) SQL Server Architect
9 3 (5.66%) Big Data Developer
9 3 (5.66%) Lead Architect
9 3 (5.66%) Platform Engineer
10 2 (3.77%) Hadoop Developer
10 2 (3.77%) Senior Manager
Libraries, Frameworks & Software Standards
1 10 (18.87%) Natural Language Processing
1 10 (18.87%) RESTful
2 6 (11.32%) Node.js
3 5 (9.43%) Spring
3 5 (9.43%) Spring Boot
4 4 (7.55%) Kafka
4 4 (7.55%) scikit-learn
4 4 (7.55%) Servlets
5 3 (5.66%) HTML
6 2 (3.77%) AngularJS
6 2 (3.77%) CSS
6 2 (3.77%) REST
6 2 (3.77%) SOAP
6 2 (3.77%) SparkR
6 2 (3.77%) Web Services
7 1 (1.89%) Apache Camel
7 1 (1.89%) Apache Cordova
7 1 (1.89%) ASP.NET MVC
7 1 (1.89%) ASP.NET Web API
7 1 (1.89%) Serverless Framework
Miscellaneous
1 20 (37.74%) Algorithms
2 13 (24.53%) Fintech
3 12 (22.64%) Analytical Skills
4 10 (18.87%) Computer Science
5 8 (15.09%) Semantic Web
6 5 (9.43%) Data Structures
6 5 (9.43%) Social Network
7 3 (5.66%) Management Information System
8 2 (3.77%) Client/Server
8 2 (3.77%) Mobile App
9 1 (1.89%) Cybercrime
9 1 (1.89%) Grid Computing
9 1 (1.89%) Life Science
Operating Systems
1 7 (13.21%) Linux
2 2 (3.77%) Windows
3 1 (1.89%) Unix
3 1 (1.89%) Windows Server
Processes & Methodologies
1 25 (47.17%) Analytics
2 24 (45.28%) Machine Learning
3 21 (39.62%) ETL
4 17 (32.08%) Agile Software Development
5 14 (26.42%) Software Engineering
6 13 (24.53%) Microservices
6 13 (24.53%) TDD
7 12 (22.64%) Information Governance
7 12 (22.64%) Visualisation
8 11 (20.75%) Line Management
8 11 (20.75%) Neural Network
9 10 (18.87%) Information Retrieval
9 10 (18.87%) Statistical Modelling
10 9 (16.98%) Continuous Integration
10 9 (16.98%) RDF
11 8 (15.09%) Data Ingestion
11 8 (15.09%) Mathematics
12 7 (13.21%) Data Visualisation
12 7 (13.21%) Logistic Regression
12 7 (13.21%) Predictive Modelling
Programming Languages
1 27 (50.94%) Java
1 27 (50.94%) Python
1 27 (50.94%) SQL
2 10 (18.87%) R
3 9 (16.98%) SPARQL
4 7 (13.21%) JavaScript
5 6 (11.32%) Scala
6 5 (9.43%) C++
7 2 (3.77%) Bash Shell
7 2 (3.77%) C#
7 2 (3.77%) VBA
8 1 (1.89%) ActionScript
8 1 (1.89%) Lua
8 1 (1.89%) MATLAB
8 1 (1.89%) Perl
8 1 (1.89%) PowerShell
8 1 (1.89%) Ruby
8 1 (1.89%) T-SQL
Qualifications
1 10 (18.87%) Degree
2 4 (7.55%) PhD
3 2 (3.77%) Postgraduate
Quality Assurance & Compliance
1 1 (1.89%) GCP
System Software
1 4 (7.55%) Apache ZooKeeper
1 4 (7.55%) Docker
1 4 (7.55%) HDFS
Systems Management
1 4 (7.55%) Kubernetes
1 4 (7.55%) Marathon
1 4 (7.55%) Mesos
Vendors
1 10 (18.87%) Google
2 3 (5.66%) Cloudera
2 3 (5.66%) Hortonworks
2 3 (5.66%) MapR
2 3 (5.66%) Oracle
3 2 (3.77%) IBM
4 1 (1.89%) Greenplum
4 1 (1.89%) SAP
4 1 (1.89%) Tableau
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 13 hours ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
City, London
Limitless Technology
Posted: Yesterday
City, London
Mane Contract Services Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: 5 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 19 days ago