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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Text Mining
Rank 873 911 928
Rank change year-on-year
+38 +17
Permanent jobs citing Text Mining 31 28 27
As % of all permanent IT jobs located in England 0.034% 0.027% 0.025%
As % of the Database & Business Intelligence category 0.11% 0.086% 0.077%
Number of salaries quoted 31 22 25
Median salary £50,000 £75,000 £65,000
Median salary % change year-on-year
-33.33% +15.38%
90% offered a salary of more than £40,000 £57,750 £45,000
10% offered a salary of more than £110,000 £135,000 £95,200
UK excluding London median salary £47,500 £47,500 £50,000
% change year-on-year
- -5.00%
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
27213 32681 35119
As % of all permanent IT jobs located in England 29.68% 31.89% 32.04%
Number of salaries quoted 23489 27784 30248
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 £32,000 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 29 July 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 29 July 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 +54 23 £52,500 -36.36% 5
East of England +41 6 £47,500 +35.71% 3
South East +15 1 £135,000 +125.00%
North West - 1 £29,000 -
Text Mining
UK

Text Mining
Top 30 Related IT Skills in England

For the 6 months to 29 July 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 59 (92.19%) Data Mining
2 41 (64.06%) Python
3 36 (56.25%) Hadoop
4 35 (54.69%) Big Data
5 32 (50.00%) Analytics
6 31 (48.44%) Java
7 28 (43.75%) Machine Learning
8 26 (40.63%) SQL
9 25 (39.06%) Relational Database
10 23 (35.94%) Algorithms
11 21 (32.81%) Apache Spark
12 20 (31.25%) Apache Hive
13 18 (28.13%) NoSQL
14 17 (26.56%) Scala
15 16 (25.00%) Natural Language Processing
16 15 (23.44%) R
17 14 (21.88%) Statistical Modelling
17 14 (21.88%) Visualisation
17 14 (21.88%) Neural Network
17 14 (21.88%) Logistic Regression
18 13 (20.31%) Cluster Analysis
18 13 (20.31%) Apache Cassandra
18 13 (20.31%) Business Intelligence
18 13 (20.31%) RDBMS
18 13 (20.31%) CHAID
18 13 (20.31%) Information Retrieval
19 12 (18.75%) Finance
19 12 (18.75%) Predictive Modelling
19 12 (18.75%) Degree
20 11 (17.19%) Computer Science

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 21 (32.81%) Apache Spark
2 5 (7.81%) Apache Solr
3 4 (6.25%) SharePoint
4 2 (3.13%) Apache Pig
4 2 (3.13%) SAS
5 1 (1.56%) Apache
5 1 (1.56%) Elasticsearch
Applications
1 2 (3.13%) SPSS
2 1 (1.56%) MS Excel
2 1 (1.56%) MS Office
2 1 (1.56%) Weka
Cloud Services
1 1 (1.56%) Amazon AWS
1 1 (1.56%) SaaS
Communications & Networking
1 1 (1.56%) Remote Desktop
Database & Business Intelligence
1 59 (92.19%) Data Mining
2 36 (56.25%) Hadoop
3 35 (54.69%) Big Data
4 25 (39.06%) Relational Database
5 20 (31.25%) Apache Hive
6 18 (28.13%) NoSQL
7 13 (20.31%) Apache Cassandra
7 13 (20.31%) RDBMS
8 11 (17.19%) Redis
9 10 (15.63%) Amazon Redshift
9 10 (15.63%) PostgreSQL
10 5 (7.81%) Data Lake
10 5 (7.81%) Data Warehouse
11 4 (6.25%) Electronic Patient Records
11 4 (6.25%) OLAP
11 4 (6.25%) Oracle OLAP
11 4 (6.25%) SQL Server
12 3 (4.69%) Enterprise Data Warehouse
12 3 (4.69%) MySQL
12 3 (4.69%) Star Schema
General
1 12 (18.75%) Finance
2 10 (15.63%) Advertising
2 10 (15.63%) Marketing
3 7 (10.94%) Pharmaceutical
4 1 (1.56%) Law
Job Titles
1 27 (42.19%) Data Scientist
2 13 (20.31%) Data Engineer
3 11 (17.19%) Java Engineer
4 10 (15.63%) Developer
5 8 (12.50%) Hadoop Engineer
5 8 (12.50%) Machine Learning Engineer
6 7 (10.94%) Architect
6 7 (10.94%) Senior Data Scientist
7 6 (9.38%) Data Architect
7 6 (9.38%) Java Developer
8 4 (6.25%) Django Developer
9 3 (4.69%) Analyst
9 3 (4.69%) Big Data Architect
9 3 (4.69%) Data Programmer
9 3 (4.69%) ETL Architect
9 3 (4.69%) Java Programmer
9 3 (4.69%) Machine Learning Scientist
9 3 (4.69%) Perl Developer
9 3 (4.69%) Perl Programmer
9 3 (4.69%) Programmer
Libraries, Frameworks & Software Standards
1 16 (25.00%) Natural Language Processing
2 11 (17.19%) scikit-learn
3 4 (6.25%) AngularJS
3 4 (6.25%) CSS
3 4 (6.25%) CSS3
3 4 (6.25%) Django
3 4 (6.25%) HTML
3 4 (6.25%) HTML5
3 4 (6.25%) Twitter Bootstrap
4 2 (3.13%) D3.js
5 1 (1.56%) MLlib
5 1 (1.56%) Node.js
5 1 (1.56%) NumPy
5 1 (1.56%) Web Services
Miscellaneous
1 23 (35.94%) Algorithms
2 14 (21.88%) Neural Network
2 14 (21.88%) Visualisation
3 11 (17.19%) Computer Science
3 11 (17.19%) Data Structures
4 8 (12.50%) Analytical Skills
4 8 (12.50%) Fintech
5 6 (9.38%) Informatics
5 6 (9.38%) Ontologies
5 6 (9.38%) Social Network
5 6 (9.38%) Statistics
6 4 (6.25%) Life Science
6 4 (6.25%) Mathematics
7 3 (4.69%) Data Integration
7 3 (4.69%) Management Information System
8 1 (1.56%) Applied Mathematics
8 1 (1.56%) Hedge funds
8 1 (1.56%) NHS
8 1 (1.56%) Social Media
Operating Systems
1 11 (17.19%) Linux
2 1 (1.56%) Unix
2 1 (1.56%) Windows
2 1 (1.56%) Windows Server
Processes & Methodologies
1 32 (50.00%) Analytics
2 28 (43.75%) Machine Learning
3 14 (21.88%) Logistic Regression
3 14 (21.88%) Statistical Modelling
4 13 (20.31%) Business Intelligence
4 13 (20.31%) CHAID
4 13 (20.31%) Cluster Analysis
4 13 (20.31%) Information Retrieval
5 12 (18.75%) Predictive Modelling
6 11 (17.19%) Data Visualisation
7 9 (14.06%) OO
8 8 (12.50%) ETL
9 7 (10.94%) Data Modelling
9 7 (10.94%) Project Management
10 6 (9.38%) Data Analytics
11 5 (7.81%) Information Governance
11 5 (7.81%) Line Management
11 5 (7.81%) Scrum
12 4 (6.25%) Agile Software Development
12 4 (6.25%) Statistical Analysis
Programming Languages
1 41 (64.06%) Python
2 31 (48.44%) Java
3 26 (40.63%) SQL
4 17 (26.56%) Scala
5 15 (23.44%) R
6 9 (14.06%) Perl
7 6 (9.38%) MATLAB
8 5 (7.81%) JavaScript
9 2 (3.13%) C++
9 2 (3.13%) Julia
10 1 (1.56%) Haskell
10 1 (1.56%) HiveQL
10 1 (1.56%) Shell Script
10 1 (1.56%) VBA
Qualifications
1 12 (18.75%) Degree
2 6 (9.38%) PhD
3 1 (1.56%) Postgraduate
3 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 6 (9.38%) SNOMED CT
2 4 (6.25%) Data Quality
System Software
1 1 (1.56%) HDFS
Systems Management
1 1 (1.56%) EMC NetWorker
Vendors
1 7 (10.94%) Tableau
2 4 (6.25%) Oracle
3 3 (4.69%) Microsoft
4 1 (1.56%) Cognos
4 1 (1.56%) Hortonworks
4 1 (1.56%) SAP
4 1 (1.56%) Teradata
Central London / West End
Client Server
Salary: £40k to £60k + benefits
Posted: Yesterday
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: 6 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 7 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 9 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 8 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 14 days ago
London
Client Server
Salary: £40,000 to £55,000 + benefits
Posted: 25 days ago
Cambridge
Searchability
Salary: £25000 - £30000 per annum
Posted: 7 days ago