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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Text Mining
Rank 844 897 936
Rank change year-on-year
+53 +39
Permanent jobs citing Text Mining 36 34 13
As % of all permanent IT jobs located in England 0.040% 0.034% 0.012%
As % of the Database & Business Intelligence category 0.14% 0.11% 0.039%
Number of salaries quoted 34 26 11
Median salary £65,000 £62,000 £50,000
Median salary % change year-on-year
+4.83% +24.00%
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%
Text Mining
UK

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
26545 31276 33224
As % of all permanent IT jobs located in England 29.51% 30.94% 31.51%
Number of salaries quoted 22799 26669 28155
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 £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 27 September 2016.

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 27 September 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
London +55 29 £67,500 +8.87% 1
East of England +24 6 £47,500 +11.76% 1
South East +19 1 - -
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 27 September 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 across the England region with a requirement for Text Mining.

1 60 (90.91%) Data Mining
2 43 (65.15%) Big Data
3 40 (60.61%) Python
4 33 (50.00%) Hadoop
5 29 (43.94%) Analytics
6 28 (42.42%) Java
7 27 (40.91%) SQL
8 25 (37.88%) Machine Learning
9 23 (34.85%) NoSQL
9 23 (34.85%) Algorithms
10 22 (33.33%) Relational Database
10 22 (33.33%) Finance
11 20 (30.30%) ETL
11 20 (30.30%) Apache Spark
11 20 (30.30%) Statistical Modelling
12 18 (27.27%) Information Retrieval
13 16 (24.24%) Fintech
14 15 (22.73%) Visualisation
15 14 (21.21%) Scala
15 14 (21.21%) Computer Science
15 14 (21.21%) RDBMS
15 14 (21.21%) Apache Hive
16 13 (19.70%) Apache Cassandra
16 13 (19.70%) Information Governance
16 13 (19.70%) Line Management
17 12 (18.18%) Analytical Skills
17 12 (18.18%) Data Structures
17 12 (18.18%) R
17 12 (18.18%) Linux
18 11 (16.67%) PostgreSQL

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 20 (30.30%) Apache Spark
2 5 (7.58%) Apache Solr
2 5 (7.58%) SharePoint
3 2 (3.03%) SAS
4 1 (1.52%) Elasticsearch
Applications
1 3 (4.55%) MS Excel
1 3 (4.55%) SPSS
2 1 (1.52%) MS Office
Business Applications
1 1 (1.52%) Oracle Financials
Cloud Services
1 4 (6.06%) Amazon AWS
2 1 (1.52%) SaaS
Communications & Networking
1 1 (1.52%) HTTPS
1 1 (1.52%) Remote Desktop
Database & Business Intelligence
1 60 (90.91%) Data Mining
2 43 (65.15%) Big Data
3 33 (50.00%) Hadoop
4 23 (34.85%) NoSQL
5 22 (33.33%) Relational Database
6 14 (21.21%) Apache Hive
6 14 (21.21%) RDBMS
7 13 (19.70%) Apache Cassandra
8 11 (16.67%) Amazon Redshift
8 11 (16.67%) Data Lake
8 11 (16.67%) PostgreSQL
8 11 (16.67%) Redis
9 7 (10.61%) SQL Server
10 5 (7.58%) Impala
11 4 (6.06%) Data Warehouse
12 3 (4.55%) MySQL
12 3 (4.55%) OLAP
12 3 (4.55%) Oracle OLAP
12 3 (4.55%) Star Schema
12 3 (4.55%) Triplestore
Development Applications
1 1 (1.52%) Appcelerator Titanium
General
1 22 (33.33%) Finance
2 11 (16.67%) Advertising
3 8 (12.12%) Marketing
4 6 (9.09%) Pharmaceutical
5 1 (1.52%) Legal
Job Titles
1 22 (33.33%) Data Scientist
2 14 (21.21%) Architect
2 14 (21.21%) Data Architect
3 11 (16.67%) Big Data Architect
4 10 (15.15%) Developer
5 9 (13.64%) Data Engineer
5 9 (13.64%) ETL Architect
6 8 (12.12%) Hadoop Engineer
6 8 (12.12%) Java Engineer
6 8 (12.12%) Lead Data Architect
6 8 (12.12%) Senior Data Scientist
7 7 (10.61%) Machine Learning Engineer
8 5 (7.58%) Django Developer
9 4 (6.06%) Analyst
9 4 (6.06%) Java Developer
10 3 (4.55%) Software Engineer
11 2 (3.03%) Consultant
11 2 (3.03%) Data Analyst
11 2 (3.03%) Data Consultant
11 2 (3.03%) IT Consultant
Libraries, Frameworks & Software Standards
1 11 (16.67%) scikit-learn
2 9 (13.64%) Natural Language Processing
3 6 (9.09%) AngularJS
3 6 (9.09%) CSS
3 6 (9.09%) HTML
3 6 (9.09%) Twitter Bootstrap
4 5 (7.58%) CSS3
4 5 (7.58%) Django
4 5 (7.58%) HTML5
5 4 (6.06%) RESTful
6 2 (3.03%) Web Services
7 1 (1.52%) .NET
7 1 (1.52%) .NET Framework
7 1 (1.52%) Ajax
7 1 (1.52%) ASP.NET
7 1 (1.52%) jQuery
7 1 (1.52%) LINQ
7 1 (1.52%) SOAP
7 1 (1.52%) WinForms
7 1 (1.52%) WPF
Miscellaneous
1 23 (34.85%) Algorithms
2 16 (24.24%) Fintech
3 15 (22.73%) Visualisation
4 14 (21.21%) Computer Science
5 12 (18.18%) Analytical Skills
5 12 (18.18%) Data Structures
6 11 (16.67%) Neural Network
7 6 (9.09%) Mathematics
8 5 (7.58%) Informatics
8 5 (7.58%) Ontologies
9 4 (6.06%) Statistics
10 3 (4.55%) Data Integration
10 3 (4.55%) Management Information System
10 3 (4.55%) Semantic Web
10 3 (4.55%) Social Network
11 2 (3.03%) Life Science
12 1 (1.52%) Biology
12 1 (1.52%) Cybercrime
12 1 (1.52%) Data Extraction
12 1 (1.52%) Mobile App
Operating Systems
1 12 (18.18%) Linux
2 2 (3.03%) Unix
3 1 (1.52%) Windows
3 1 (1.52%) Windows Server
Processes & Methodologies
1 29 (43.94%) Analytics
2 25 (37.88%) Machine Learning
3 20 (30.30%) ETL
3 20 (30.30%) Statistical Modelling
4 18 (27.27%) Information Retrieval
5 13 (19.70%) Information Governance
5 13 (19.70%) Line Management
6 11 (16.67%) Business Intelligence
6 11 (16.67%) Predictive Modelling
7 10 (15.15%) CHAID
7 10 (15.15%) Cluster Analysis
7 10 (15.15%) Logistic Regression
8 9 (13.64%) Agile Software Development
8 9 (13.64%) Data Visualisation
8 9 (13.64%) OO
9 8 (12.12%) Data Analytics
10 7 (10.61%) Project Management
10 7 (10.61%) Statistical Analysis
11 5 (7.58%) Customer Analytics
11 5 (7.58%) Scrum
Programming Languages
1 40 (60.61%) Python
2 28 (42.42%) Java
3 27 (40.91%) SQL
4 14 (21.21%) Scala
5 12 (18.18%) R
6 6 (9.09%) JavaScript
7 5 (7.58%) Perl
8 3 (4.55%) SPARQL
9 2 (3.03%) Julia
9 2 (3.03%) MATLAB
9 2 (3.03%) VBA
10 1 (1.52%) ActionScript
10 1 (1.52%) C
10 1 (1.52%) C#
10 1 (1.52%) C++
10 1 (1.52%) Haskell
10 1 (1.52%) T-SQL
Qualifications
1 9 (13.64%) Degree
2 4 (6.06%) PhD
3 1 (1.52%) Postgraduate
Quality Assurance & Compliance
1 4 (6.06%) SNOMED CT
2 3 (4.55%) Data Quality
Vendors
1 7 (10.61%) Tableau
2 4 (6.06%) Oracle
3 3 (4.55%) Google
3 3 (4.55%) Microsoft
4 1 (1.52%) SAP
Cambridgeshire
Agentis Solution
Salary: From £35,000 to £45,000 per annum
Posted: 6 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 14 days ago