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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Text Mining
Rank 856 927 966
Rank change year-on-year
+71 +39
Permanent jobs citing Text Mining 34 36 13
As % of all permanent IT jobs located in the UK 0.036% 0.033% 0.011%
As % of the Database & Business Intelligence category 0.12% 0.11% 0.036%
Number of salaries quoted 32 27 11
Median salary £65,000 £62,000 £55,000
Median salary % change year-on-year
+4.83% +12.72%
90% offered a salary of more than £47,500 £42,500 £37,500
10% offered a salary of more than £100,000 £100,000 £180,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
27793 33486 35709
As % of all permanent IT jobs located in the UK 29.57% 30.78% 31.30%
Number of salaries quoted 23658 28348 29948
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 £67,500 £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 1 October 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 8 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 1 October 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 +54 34 £65,000 +4.83% 5
London +68 27 £67,500 +8.87% 4
East of England +26 6 £47,500 +11.76% 1
Cambridge +12 6 £47,500 +11.76%
Cambridgeshire +5 6 £47,500 +11.76% 1
City of London +52 2 £55,000 -4.34% 1
South East +51 1 - -
Surrey +12 1 - -

Text Mining
Top 30 Related IT Skills

For the 6 months to 1 October 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 (90.77%) Data Mining
2 43 (66.15%) Big Data
3 39 (60.00%) Python
4 32 (49.23%) Hadoop
5 28 (43.08%) Java
5 28 (43.08%) Analytics
6 26 (40.00%) SQL
7 24 (36.92%) Machine Learning
8 23 (35.38%) NoSQL
9 22 (33.85%) Algorithms
9 22 (33.85%) Finance
10 21 (32.31%) Relational Database
11 20 (30.77%) Statistical Modelling
11 20 (30.77%) ETL
12 19 (29.23%) Apache Spark
13 18 (27.69%) Information Retrieval
14 16 (24.62%) Fintech
15 15 (23.08%) Visualisation
16 14 (21.54%) Computer Science
16 14 (21.54%) RDBMS
16 14 (21.54%) Scala
17 13 (20.00%) Apache Hive
17 13 (20.00%) Information Governance
17 13 (20.00%) Line Management
18 12 (18.46%) Analytical Skills
18 12 (18.46%) Data Structures
18 12 (18.46%) Apache Cassandra
18 12 (18.46%) Linux
19 11 (16.92%) PostgreSQL
19 11 (16.92%) Business Intelligence

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 (29.23%) Apache Spark
2 5 (7.69%) Apache Solr
2 5 (7.69%) SharePoint
3 2 (3.08%) SAS
4 1 (1.54%) Elasticsearch
Applications
1 3 (4.62%) MS Excel
1 3 (4.62%) SPSS
2 1 (1.54%) MS Office
Business Applications
1 1 (1.54%) Oracle Financials
Cloud Services
1 4 (6.15%) Amazon AWS
2 1 (1.54%) SaaS
Communications & Networking
1 1 (1.54%) HTTPS
1 1 (1.54%) Remote Desktop
Database & Business Intelligence
1 59 (90.77%) Data Mining
2 43 (66.15%) Big Data
3 32 (49.23%) Hadoop
4 23 (35.38%) NoSQL
5 21 (32.31%) Relational Database
6 14 (21.54%) RDBMS
7 13 (20.00%) Apache Hive
8 12 (18.46%) Apache Cassandra
9 11 (16.92%) Amazon Redshift
9 11 (16.92%) Data Lake
9 11 (16.92%) PostgreSQL
9 11 (16.92%) Redis
10 7 (10.77%) SQL Server
11 5 (7.69%) Impala
12 4 (6.15%) Data Warehouse
13 3 (4.62%) Electronic Patient Records
13 3 (4.62%) Enterprise Data Warehouse
13 3 (4.62%) MySQL
13 3 (4.62%) OLAP
13 3 (4.62%) Sqoop
Development Applications
1 1 (1.54%) Appcelerator Titanium
General
1 22 (33.85%) Finance
2 11 (16.92%) Advertising
3 8 (12.31%) Marketing
4 6 (9.23%) Pharmaceutical
5 1 (1.54%) Legal
Job Titles
1 21 (32.31%) Data Scientist
2 14 (21.54%) Architect
2 14 (21.54%) Data Architect
3 11 (16.92%) Big Data Architect
4 10 (15.38%) Developer
5 9 (13.85%) Data Engineer
5 9 (13.85%) ETL Architect
6 8 (12.31%) Hadoop Engineer
6 8 (12.31%) Java Engineer
6 8 (12.31%) Lead Data Architect
6 8 (12.31%) Senior Data Scientist
7 7 (10.77%) Machine Learning Engineer
8 5 (7.69%) Django Developer
9 4 (6.15%) Analyst
9 4 (6.15%) Java Developer
10 3 (4.62%) Software Engineer
11 2 (3.08%) Data Analyst
11 2 (3.08%) Data Consultant
11 2 (3.08%) Lead Architect
11 2 (3.08%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 11 (16.92%) scikit-learn
2 9 (13.85%) Natural Language Processing
3 6 (9.23%) AngularJS
3 6 (9.23%) CSS
3 6 (9.23%) HTML
3 6 (9.23%) Twitter Bootstrap
4 5 (7.69%) CSS3
4 5 (7.69%) Django
4 5 (7.69%) HTML5
5 4 (6.15%) RESTful
6 2 (3.08%) Web Services
7 1 (1.54%) .NET Framework
7 1 (1.54%) Ajax
7 1 (1.54%) ASP.NET MVC
7 1 (1.54%) jQuery
7 1 (1.54%) LINQ
7 1 (1.54%) NumPy
7 1 (1.54%) SOAP
7 1 (1.54%) WinForms
7 1 (1.54%) WPF
Miscellaneous
1 22 (33.85%) Algorithms
2 16 (24.62%) Fintech
3 15 (23.08%) Visualisation
4 14 (21.54%) Computer Science
5 12 (18.46%) Analytical Skills
5 12 (18.46%) Data Structures
6 11 (16.92%) Neural Network
7 6 (9.23%) Mathematics
8 5 (7.69%) Informatics
8 5 (7.69%) Ontologies
9 4 (6.15%) Statistics
10 3 (4.62%) Data Integration
10 3 (4.62%) Management Information System
10 3 (4.62%) Semantic Web
10 3 (4.62%) Social Network
11 2 (3.08%) Life Science
12 1 (1.54%) Biology
12 1 (1.54%) Cybercrime
12 1 (1.54%) Data Extraction
12 1 (1.54%) Social Media
Operating Systems
1 12 (18.46%) Linux
2 2 (3.08%) Unix
3 1 (1.54%) Windows
3 1 (1.54%) Windows Server
Processes & Methodologies
1 28 (43.08%) Analytics
2 24 (36.92%) Machine Learning
3 20 (30.77%) ETL
3 20 (30.77%) Statistical Modelling
4 18 (27.69%) Information Retrieval
5 13 (20.00%) Information Governance
5 13 (20.00%) Line Management
6 11 (16.92%) Business Intelligence
6 11 (16.92%) Predictive Modelling
7 9 (13.85%) Agile Software Development
7 9 (13.85%) CHAID
7 9 (13.85%) Cluster Analysis
7 9 (13.85%) Data Visualisation
7 9 (13.85%) Logistic Regression
7 9 (13.85%) OO
8 8 (12.31%) Data Analytics
9 7 (10.77%) Project Management
9 7 (10.77%) Statistical Analysis
10 5 (7.69%) Customer Analytics
10 5 (7.69%) Scrum
Programming Languages
1 39 (60.00%) Python
2 28 (43.08%) Java
3 26 (40.00%) SQL
4 14 (21.54%) Scala
5 11 (16.92%) R
6 6 (9.23%) JavaScript
7 5 (7.69%) Perl
8 3 (4.62%) SPARQL
9 2 (3.08%) Julia
9 2 (3.08%) VBA
10 1 (1.54%) ActionScript
10 1 (1.54%) C
10 1 (1.54%) C#
10 1 (1.54%) C++
10 1 (1.54%) Haskell
10 1 (1.54%) MATLAB
10 1 (1.54%) T-SQL
Qualifications
1 9 (13.85%) Degree
2 4 (6.15%) PhD
3 1 (1.54%) Postgraduate
Quality Assurance & Compliance
1 4 (6.15%) SNOMED CT
2 3 (4.62%) Data Quality
Vendors
1 7 (10.77%) Tableau
2 4 (6.15%) Oracle
3 3 (4.62%) Google
3 3 (4.62%) Microsoft
4 1 (1.54%) SAP
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