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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Text Mining
Rank 895 920 982
Rank change year-on-year
+25 +62
Permanent jobs citing Text Mining 26 47 21
As % of all permanent IT jobs located in the UK 0.026% 0.043% 0.017%
As % of the Database & Business Intelligence category 0.087% 0.13% 0.053%
Number of salaries quoted 24 26 19
Median salary £45,000 £67,500 £50,000
Median salary % change year-on-year
-33.33% +35.00%
90% offered a salary of more than £40,000 £53,750 £35,000
10% offered a salary of more than £75,000 £140,000 £73,000
UK excluding London median salary £40,000 £61,250 £45,000
% change year-on-year
-34.69% +36.11%

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
29724 35028 39360
As % of all permanent IT jobs located in the UK 30.27% 32.40% 32.45%
Number of salaries quoted 25360 29546 33786
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 £31,500 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 30 May 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 10 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 30 May 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
England +27 26 £45,000 -33.33% 5
London +8 20 £45,000 -40.00% 3
East of England +38 5 £40,000 -36.00% 1
Cambridgeshire - 5 £40,000 - 1
Cambridge - 5 £40,000 - 1
City of London - 3 £47,000 - 1
Wimbledon - 1 £30,000 -
Yorkshire - 1 £41,000 - 1
West Yorkshire - 1 £41,000 - 1
Leeds - 1 £41,000 - 1

Text Mining
Top 30 Related IT Skills

For the 6 months to 30 May 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 with a requirement for Text Mining.

1 59 (93.65%) Data Mining
2 44 (69.84%) Python
3 36 (57.14%) Machine Learning
4 35 (55.56%) Hadoop
5 34 (53.97%) Analytics
6 30 (47.62%) Java
7 25 (39.68%) SQL
8 24 (38.10%) Big Data
9 23 (36.51%) Relational Database
10 21 (33.33%) Apache Spark
10 21 (33.33%) Algorithms
10 21 (33.33%) R
11 19 (30.16%) Degree
12 18 (28.57%) Scala
13 17 (26.98%) Apache Hive
14 16 (25.40%) Natural Language Processing
15 15 (23.81%) Predictive Modelling
15 15 (23.81%) Marketing
16 14 (22.22%) Computer Science
16 14 (22.22%) NoSQL
17 12 (19.05%) Logistic Regression
17 12 (19.05%) Perl
17 12 (19.05%) MATLAB
17 12 (19.05%) Finance
18 11 (17.46%) RDBMS
18 11 (17.46%) Linux
18 11 (17.46%) PhD
18 11 (17.46%) Neural Network
19 10 (15.87%) scikit-learn
19 10 (15.87%) Apache Cassandra

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 21 (33.33%) Apache Spark
2 6 (9.52%) Apache Solr
3 5 (7.94%) Apache Pig
4 4 (6.35%) Apache
5 3 (4.76%) SAS
5 3 (4.76%) SharePoint
6 2 (3.17%) Elasticsearch
6 2 (3.17%) Tomcat
7 1 (1.59%) Node.js
Applications
1 4 (6.35%) Weka
2 3 (4.76%) MS Excel
3 1 (1.59%) MS Office
3 1 (1.59%) SPSS
Cloud Services
1 3 (4.76%) Microsoft Azure
2 2 (3.17%) GitHub
Communications & Networking
1 1 (1.59%) Remote Desktop
Database & Business Intelligence
1 59 (93.65%) Data Mining
2 35 (55.56%) Hadoop
3 24 (38.10%) Big Data
4 23 (36.51%) Relational Database
5 17 (26.98%) Apache Hive
6 14 (22.22%) NoSQL
7 11 (17.46%) RDBMS
8 10 (15.87%) Apache Cassandra
9 8 (12.70%) Redis
10 7 (11.11%) Amazon Redshift
10 7 (11.11%) PostgreSQL
11 6 (9.52%) Electronic Patient Records
12 5 (7.94%) MongoDB
13 3 (4.76%) Data Warehouse
13 3 (4.76%) OLAP
13 3 (4.76%) SQL Server
14 2 (3.17%) PowerPivot
14 2 (3.17%) SQL Server Analysis Services
14 2 (3.17%) SQL Server Integration Services
14 2 (3.17%) SQL Server Reporting Services
Development Applications
1 2 (3.17%) Git (software)
1 2 (3.17%) Maven
General
1 15 (23.81%) Marketing
2 12 (19.05%) Finance
3 8 (12.70%) Advertising
4 6 (9.52%) Pharmaceutical
5 2 (3.17%) Law
6 1 (1.59%) Games
6 1 (1.59%) Retail
Job Titles
1 27 (42.86%) Data Scientist
2 11 (17.46%) Data Engineer
3 9 (14.29%) Java Engineer
4 8 (12.70%) Developer
4 8 (12.70%) Senior Data Scientist
5 7 (11.11%) Java Developer
6 6 (9.52%) Hadoop Engineer
6 6 (9.52%) Machine Learning Engineer
7 4 (6.35%) Architect
7 4 (6.35%) Programmer
8 3 (4.76%) Analyst
8 3 (4.76%) Data Architect
8 3 (4.76%) Data Programmer
8 3 (4.76%) Java Programmer
8 3 (4.76%) Machine Learning Scientist
8 3 (4.76%) Perl Developer
8 3 (4.76%) Perl Programmer
8 3 (4.76%) Research Scientist
9 2 (3.17%) Data Strategist
9 2 (3.17%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 16 (25.40%) Natural Language Processing
2 10 (15.87%) scikit-learn
3 3 (4.76%) MLlib
4 2 (3.17%) AngularJS
4 2 (3.17%) CSS
4 2 (3.17%) HTML
4 2 (3.17%) jQuery
4 2 (3.17%) Lucene
4 2 (3.17%) MDX
4 2 (3.17%) Pandas
4 2 (3.17%) REST
4 2 (3.17%) SciPy
4 2 (3.17%) Twitter Bootstrap
4 2 (3.17%) Web Services
5 1 (1.59%) D3.js
5 1 (1.59%) Django
5 1 (1.59%) NumPy
Miscellaneous
1 21 (33.33%) Algorithms
2 14 (22.22%) Computer Science
3 11 (17.46%) Neural Network
4 10 (15.87%) Informatics
4 10 (15.87%) Statistics
5 9 (14.29%) Visualisation
6 8 (12.70%) Life Science
6 8 (12.70%) Mathematics
7 7 (11.11%) Data Structures
8 6 (9.52%) Analytical Skills
8 6 (9.52%) Ontologies
9 5 (7.94%) Fintech
10 4 (6.35%) Applied Mathematics
11 3 (4.76%) Data Integration
11 3 (4.76%) Smart Energy
11 3 (4.76%) Social Network
12 2 (3.17%) Clustering
12 2 (3.17%) Management Information System
13 1 (1.59%) NHS
13 1 (1.59%) Physics
Operating Systems
1 11 (17.46%) Linux
2 2 (3.17%) Unix
2 2 (3.17%) Windows
2 2 (3.17%) Windows Server
Processes & Methodologies
1 36 (57.14%) Machine Learning
2 34 (53.97%) Analytics
3 15 (23.81%) Predictive Modelling
4 12 (19.05%) Logistic Regression
5 10 (15.87%) Business Intelligence
5 10 (15.87%) Data Modelling
6 9 (14.29%) CHAID
6 9 (14.29%) Cluster Analysis
6 9 (14.29%) Information Retrieval
6 9 (14.29%) Predictive Analytics
6 9 (14.29%) Statistical Modelling
7 7 (11.11%) OO
8 6 (9.52%) Data Analysis
8 6 (9.52%) Data Management
8 6 (9.52%) Data Visualisation
8 6 (9.52%) Statistical Analysis
9 5 (7.94%) Data Analytics
9 5 (7.94%) Data Engineering
10 4 (6.35%) E-Commerce
10 4 (6.35%) Master Data Management
Programming Languages
1 44 (69.84%) Python
2 30 (47.62%) Java
3 25 (39.68%) SQL
4 21 (33.33%) R
5 18 (28.57%) Scala
6 12 (19.05%) MATLAB
6 12 (19.05%) Perl
7 4 (6.35%) HiveQL
7 4 (6.35%) Shell Script
8 3 (4.76%) JavaScript
9 2 (3.17%) C++
9 2 (3.17%) T-SQL
10 1 (1.59%) C
10 1 (1.59%) VBA
Qualifications
1 19 (30.16%) Degree
2 11 (17.46%) PhD
3 2 (3.17%) Postgraduate
4 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 6 (9.52%) SNOMED CT
2 4 (6.35%) Data Quality
System Software
1 1 (1.59%) HDFS
Systems Management
1 4 (6.35%) EMC NetWorker
2 2 (3.17%) Oracle Enterprise Manager
Vendors
1 3 (4.76%) Microsoft
1 3 (4.76%) Oracle
1 3 (4.76%) Tableau
2 2 (3.17%) Hortonworks
3 1 (1.59%) Cognos
3 1 (1.59%) SAP
3 1 (1.59%) Teradata
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £55000 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: 6 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 12 days ago
London
Client Server
Salary: £40k to £50k + benefits
Posted: 12 days ago