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

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Text Mining
UK / England
Rank 803 877 916
Rank change year-on-year
+74 +39
Permanent jobs citing Text Mining 21 36 17
As % of all permanent IT jobs located in England 0.027% 0.038% 0.017%
As % of the Database & Business Intelligence category 0.088% 0.12% 0.055%
Number of salaries quoted 18 31 11
Median salary £56,250 £50,000 £57,500
Median salary % change year-on-year
+12.50% -13.04%
90% offered a salary of more than £41,750 £40,000 £40,000
10% offered a salary of more than £74,500 £85,000 £100,000
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 in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23769 30114 31050
As % of all permanent IT jobs located in England 30.22% 31.58% 31.20%
Number of salaries quoted 20390 25850 26824
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
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 23 February 2017.

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 23 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
London +74 20 £60,000 -20.00% 1
East of England +12 1 £35,000 -12.50% 1
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 23 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 across the England region with a requirement for Text Mining.

1 32 (59.26%) Big Data
2 28 (51.85%) Java
2 28 (51.85%) SQL
3 27 (50.00%) Python
3 27 (50.00%) Hadoop
4 26 (48.15%) Analytics
4 26 (48.15%) Finance
5 25 (46.30%) Machine Learning
6 21 (38.89%) ETL
7 20 (37.04%) Data Mining
7 20 (37.04%) Algorithms
8 19 (35.19%) NoSQL
9 18 (33.33%) Apache Spark
9 18 (33.33%) Agile Software Development
10 14 (25.93%) Software Engineering
11 13 (24.07%) TDD
11 13 (24.07%) Microservices
11 13 (24.07%) Fintech
12 12 (22.22%) Analytical Skills
12 12 (22.22%) Visualisation
12 12 (22.22%) Information Governance
13 11 (20.37%) Neural Network
13 11 (20.37%) Degree
13 11 (20.37%) RESTful
13 11 (20.37%) Amazon AWS
13 11 (20.37%) Line Management
14 10 (18.52%) Information Retrieval
14 10 (18.52%) Relational Database
14 10 (18.52%) Apache Hive
14 10 (18.52%) Natural Language Processing

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 18 (33.33%) Apache Spark
2 4 (7.41%) Tomcat
3 2 (3.70%) Elasticsearch
4 1 (1.85%) Apache
4 1 (1.85%) Apache Pig
4 1 (1.85%) SAS
Applications
1 5 (9.26%) MS Excel
2 1 (1.85%) SPSS
Business Applications
1 1 (1.85%) Oracle Financials
Cloud Services
1 11 (20.37%) Amazon AWS
2 3 (5.56%) Google Cloud Platform
3 2 (3.70%) Amazon CloudWatch
3 2 (3.70%) Amazon EC2
3 2 (3.70%) AWS Lambda
3 2 (3.70%) CloudFront
3 2 (3.70%) Route 53
3 2 (3.70%) Virtual Private Cloud
4 1 (1.85%) IaaS
4 1 (1.85%) PaaS
Communications & Networking
1 1 (1.85%) HTTPS
Database & Business Intelligence
1 32 (59.26%) Big Data
2 27 (50.00%) Hadoop
3 20 (37.04%) Data Mining
4 19 (35.19%) NoSQL
5 10 (18.52%) Apache Hive
5 10 (18.52%) Relational Database
6 9 (16.67%) Triplestore
7 7 (12.96%) Data Lake
8 6 (11.11%) MySQL
8 6 (11.11%) Redis
8 6 (11.11%) SQL Server
9 5 (9.26%) Apache Cassandra
9 5 (9.26%) Impala
10 4 (7.41%) Amazon Redshift
10 4 (7.41%) PostgreSQL
10 4 (7.41%) RDBMS
11 2 (3.70%) Amazon DynamoDB
11 2 (3.70%) CouchDB
11 2 (3.70%) HBase
11 2 (3.70%) MongoDB
Development Applications
1 4 (7.41%) Gatling
2 3 (5.56%) Git (software)
3 2 (3.70%) Mocha
3 2 (3.70%) TestNG
4 1 (1.85%) Appcelerator Titanium
General
1 26 (48.15%) Finance
2 10 (18.52%) Marketing
3 8 (14.81%) Advertising
4 7 (12.96%) Telecoms
5 5 (9.26%) Retail
6 3 (5.56%) Banking
7 1 (1.85%) Games
7 1 (1.85%) Legal
Job Titles
1 19 (35.19%) Data Scientist
2 12 (22.22%) Architect
2 12 (22.22%) Developer
3 10 (18.52%) Big Data Architect
3 10 (18.52%) Data Architect
4 9 (16.67%) Java Developer
4 9 (16.67%) Lead Data Architect
5 8 (14.81%) Senior Data Scientist
6 6 (11.11%) ETL Architect
6 6 (11.11%) Senior Developer
6 6 (11.11%) Software Engineer
7 4 (7.41%) Hadoop Architect
7 4 (7.41%) NoSQL Architect
7 4 (7.41%) Senior Java Developer
7 4 (7.41%) SQL Server Architect
8 3 (5.56%) Big Data Developer
8 3 (5.56%) Lead Architect
8 3 (5.56%) Platform Engineer
9 2 (3.70%) JavaScript Developer
9 2 (3.70%) Senior Technical Architect
Libraries, Frameworks & Software Standards
1 11 (20.37%) RESTful
2 10 (18.52%) Natural Language Processing
3 7 (12.96%) Node.js
4 5 (9.26%) Spring
4 5 (9.26%) Spring Boot
5 4 (7.41%) HTML
5 4 (7.41%) Kafka
5 4 (7.41%) scikit-learn
5 4 (7.41%) Servlets
6 3 (5.56%) AngularJS
6 3 (5.56%) CSS
6 3 (5.56%) REST
6 3 (5.56%) Web Services
7 2 (3.70%) JSON
7 2 (3.70%) PhoneGap
7 2 (3.70%) SOAP
7 2 (3.70%) SparkR
8 1 (1.85%) Apache Camel
8 1 (1.85%) Apache Cordova
8 1 (1.85%) Serverless Framework
Miscellaneous
1 20 (37.04%) Algorithms
2 13 (24.07%) Fintech
3 12 (22.22%) Analytical Skills
4 10 (18.52%) Computer Science
5 8 (14.81%) Semantic Web
6 5 (9.26%) Data Structures
6 5 (9.26%) Social Network
7 3 (5.56%) Management Information System
7 3 (5.56%) Mobile App
8 2 (3.70%) Client/Server
9 1 (1.85%) Cybercrime
9 1 (1.85%) Grid Computing
9 1 (1.85%) Life Science
Operating Systems
1 8 (14.81%) Linux
2 2 (3.70%) Windows
3 1 (1.85%) Unix
3 1 (1.85%) Windows Server
Processes & Methodologies
1 26 (48.15%) Analytics
2 25 (46.30%) Machine Learning
3 21 (38.89%) ETL
4 18 (33.33%) Agile Software Development
5 14 (25.93%) Software Engineering
6 13 (24.07%) Microservices
6 13 (24.07%) TDD
7 12 (22.22%) Information Governance
7 12 (22.22%) Visualisation
8 11 (20.37%) Line Management
8 11 (20.37%) Neural Network
9 10 (18.52%) Information Retrieval
9 10 (18.52%) Statistical Modelling
10 9 (16.67%) Continuous Integration
10 9 (16.67%) RDF
11 8 (14.81%) Data Ingestion
11 8 (14.81%) Mathematics
12 7 (12.96%) Data Visualisation
12 7 (12.96%) Logistic Regression
12 7 (12.96%) Predictive Modelling
Programming Languages
1 28 (51.85%) Java
1 28 (51.85%) SQL
2 27 (50.00%) Python
3 10 (18.52%) R
4 9 (16.67%) SPARQL
5 8 (14.81%) JavaScript
6 6 (11.11%) Scala
7 5 (9.26%) C++
8 3 (5.56%) Bash Shell
9 2 (3.70%) C#
9 2 (3.70%) VBA
10 1 (1.85%) ActionScript
10 1 (1.85%) Lua
10 1 (1.85%) MATLAB
10 1 (1.85%) Perl
10 1 (1.85%) PowerShell
10 1 (1.85%) Ruby
10 1 (1.85%) T-SQL
Qualifications
1 11 (20.37%) Degree
2 4 (7.41%) PhD
3 2 (3.70%) Postgraduate
Quality Assurance & Compliance
1 1 (1.85%) GCP
System Software
1 4 (7.41%) Apache ZooKeeper
1 4 (7.41%) Docker
1 4 (7.41%) HDFS
Systems Management
1 4 (7.41%) Kubernetes
1 4 (7.41%) Marathon
1 4 (7.41%) Mesos
Vendors
1 10 (18.52%) Google
2 3 (5.56%) Cloudera
2 3 (5.56%) Hortonworks
2 3 (5.56%) MapR
2 3 (5.56%) Oracle
3 2 (3.70%) IBM
4 1 (1.85%) Greenplum
4 1 (1.85%) SAP
4 1 (1.85%) Tableau
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 2 days ago
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 3 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 21 days ago