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 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 847 907 974
Rank change year-on-year
+60 +67
Permanent jobs citing Text Mining 29 48 16
As % of all permanent IT jobs located in the UK 0.032% 0.045% 0.014%
As % of the Database & Business Intelligence category 0.11% 0.14% 0.046%
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%

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
26917 33852 34865
As % of all permanent IT jobs located in the UK 30.03% 31.88% 30.73%
Number of salaries quoted 23078 28486 29792
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 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 12 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 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
England +51 29 £67,500 +24.42% 4
London +61 22 £67,500 -6.89% 2
South East +67 4 £100,000 +100.00%
City of London +30 4 £55,000 - 1
Surrey +26 4 £100,000 +33.33%
East of England +11 2 £37,500 -9.09% 1
Cambridge +1 2 £37,500 -9.09%
Cambridgeshire 0 2 £37,500 -9.09% 1
Godalming - 1 £110,000 -
Leeds - 1 £35,000 - 1
West Yorkshire - 1 £35,000 - 1
Yorkshire - 1 £35,000 - 1

Text Mining
Top 30 Related IT Skills

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 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 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
London
Revolution Technology
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
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