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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Text Mining
Rank 878 936 957
Rank change year-on-year
+58 +21
Permanent jobs citing Text Mining 30 34 28
As % of all permanent IT jobs located in the UK 0.031% 0.031% 0.024%
As % of the Database & Business Intelligence category 0.10% 0.097% 0.075%
Number of salaries quoted 29 23 26
Median salary £47,500 £70,000 £65,000
Median salary % change year-on-year
-32.14% +7.69%
90% offered a salary of more than £39,000 £55,500 £42,500
10% offered a salary of more than £110,000 £130,000 £93,500
UK excluding London median salary £47,500 £47,500 £50,000
% change year-on-year
- -5.00%

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
29174 35164 37267
As % of all permanent IT jobs located in the UK 29.73% 31.89% 32.01%
Number of salaries quoted 24794 29614 31836
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 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 July 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 11 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 25 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
England +61 30 £47,500 -32.14% 8
London +30 21 £52,500 -34.37% 5
East of England +44 7 £47,500 +35.71% 3
Cambridgeshire +14 7 £47,500 +35.71% 3
Cambridge +11 7 £47,500 +35.71% 3
City of London +63 5 £60,000 -7.69% 1
South East +33 1 £135,000 +125.00%
Wimbledon - 1 £30,000 -
Manchester - 1 £29,000 -
Surrey - 1 £135,000 -
North West - 1 £29,000 -

Text Mining
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Text Mining.

1 61 (93.85%) Data Mining
2 43 (66.15%) Python
3 35 (53.85%) Hadoop
3 35 (53.85%) Big Data
4 33 (50.77%) Java
5 31 (47.69%) Analytics
6 30 (46.15%) Machine Learning
7 26 (40.00%) SQL
8 25 (38.46%) Relational Database
9 23 (35.38%) Algorithms
10 21 (32.31%) Apache Spark
11 19 (29.23%) Apache Hive
11 19 (29.23%) NoSQL
12 18 (27.69%) Natural Language Processing
12 18 (27.69%) Scala
13 17 (26.15%) R
14 14 (21.54%) Visualisation
14 14 (21.54%) RDBMS
15 13 (20.00%) Finance
15 13 (20.00%) Neural Network
15 13 (20.00%) Degree
15 13 (20.00%) Predictive Modelling
16 12 (18.46%) Data Visualisation
16 12 (18.46%) Apache Cassandra
16 12 (18.46%) Statistical Modelling
16 12 (18.46%) Logistic Regression
16 12 (18.46%) Business Intelligence
16 12 (18.46%) Linux
17 11 (16.92%) Perl
17 11 (16.92%) CHAID

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 (32.31%) Apache Spark
2 7 (10.77%) Apache Solr
3 3 (4.62%) Apache Pig
3 3 (4.62%) Elasticsearch
3 3 (4.62%) SharePoint
4 2 (3.08%) Apache
4 2 (3.08%) SAS
4 2 (3.08%) Tomcat
Applications
1 2 (3.08%) SPSS
1 2 (3.08%) Weka
2 1 (1.54%) MS Excel
2 1 (1.54%) MS Office
Cloud Services
1 2 (3.08%) GitHub
2 1 (1.54%) Amazon AWS
2 1 (1.54%) SaaS
Communications & Networking
1 1 (1.54%) Remote Desktop
Database & Business Intelligence
1 61 (93.85%) Data Mining
2 35 (53.85%) Big Data
2 35 (53.85%) Hadoop
3 25 (38.46%) Relational Database
4 19 (29.23%) Apache Hive
4 19 (29.23%) NoSQL
5 14 (21.54%) RDBMS
6 12 (18.46%) Apache Cassandra
7 10 (15.38%) Redis
8 9 (13.85%) Amazon Redshift
8 9 (13.85%) PostgreSQL
9 5 (7.69%) Data Lake
9 5 (7.69%) Data Warehouse
9 5 (7.69%) Electronic Patient Records
10 4 (6.15%) MongoDB
10 4 (6.15%) OLAP
10 4 (6.15%) Oracle OLAP
10 4 (6.15%) SQL Server
11 3 (4.62%) MySQL
11 3 (4.62%) Star Schema
Development Applications
1 2 (3.08%) Git (software)
1 2 (3.08%) Maven
General
1 13 (20.00%) Finance
2 11 (16.92%) Marketing
3 9 (13.85%) Advertising
4 8 (12.31%) Pharmaceutical
5 1 (1.54%) Law
Job Titles
1 25 (38.46%) Data Scientist
2 13 (20.00%) Data Engineer
3 11 (16.92%) Java Engineer
4 10 (15.38%) Developer
5 8 (12.31%) Hadoop Engineer
5 8 (12.31%) Machine Learning Engineer
6 7 (10.77%) Architect
6 7 (10.77%) Java Developer
7 6 (9.23%) Data Architect
7 6 (9.23%) Senior Data Scientist
8 3 (4.62%) Analyst
8 3 (4.62%) Big Data Architect
8 3 (4.62%) Data Programmer
8 3 (4.62%) Django Developer
8 3 (4.62%) ETL Architect
8 3 (4.62%) Java Programmer
8 3 (4.62%) Machine Learning Scientist
8 3 (4.62%) Perl Developer
8 3 (4.62%) Perl Programmer
8 3 (4.62%) Programmer
Libraries, Frameworks & Software Standards
1 18 (27.69%) Natural Language Processing
2 10 (15.38%) scikit-learn
3 5 (7.69%) AngularJS
3 5 (7.69%) CSS
3 5 (7.69%) HTML
3 5 (7.69%) Twitter Bootstrap
4 3 (4.62%) CSS3
4 3 (4.62%) Django
4 3 (4.62%) HTML5
4 3 (4.62%) Web Services
5 2 (3.08%) D3.js
5 2 (3.08%) jQuery
5 2 (3.08%) Lucene
5 2 (3.08%) REST
6 1 (1.54%) MLlib
6 1 (1.54%) Node.js
6 1 (1.54%) NumPy
Miscellaneous
1 23 (35.38%) Algorithms
2 14 (21.54%) Visualisation
3 13 (20.00%) Neural Network
4 11 (16.92%) Computer Science
5 10 (15.38%) Data Structures
6 9 (13.85%) Fintech
7 8 (12.31%) Informatics
7 8 (12.31%) Statistics
8 7 (10.77%) Analytical Skills
9 6 (9.23%) Life Science
9 6 (9.23%) Ontologies
9 6 (9.23%) Social Network
10 5 (7.69%) Mathematics
11 3 (4.62%) Data Integration
11 3 (4.62%) Management Information System
12 2 (3.08%) Applied Mathematics
13 1 (1.54%) Hedge funds
13 1 (1.54%) NHS
13 1 (1.54%) Social Media
Operating Systems
1 12 (18.46%) Linux
2 1 (1.54%) Unix
2 1 (1.54%) Windows
2 1 (1.54%) Windows Server
Processes & Methodologies
1 31 (47.69%) Analytics
2 30 (46.15%) Machine Learning
3 13 (20.00%) Predictive Modelling
4 12 (18.46%) Business Intelligence
4 12 (18.46%) Data Visualisation
4 12 (18.46%) Logistic Regression
4 12 (18.46%) Statistical Modelling
5 11 (16.92%) CHAID
5 11 (16.92%) Cluster Analysis
5 11 (16.92%) Information Retrieval
6 9 (13.85%) OO
7 8 (12.31%) Data Modelling
7 8 (12.31%) ETL
8 7 (10.77%) Data Management
8 7 (10.77%) Project Management
9 5 (7.69%) Data Analytics
9 5 (7.69%) Information Governance
9 5 (7.69%) Line Management
9 5 (7.69%) Predictive Analytics
9 5 (7.69%) Scrum
Programming Languages
1 43 (66.15%) Python
2 33 (50.77%) Java
3 26 (40.00%) SQL
4 18 (27.69%) Scala
5 17 (26.15%) R
6 11 (16.92%) Perl
7 8 (12.31%) MATLAB
8 6 (9.23%) JavaScript
9 3 (4.62%) C++
10 2 (3.08%) HiveQL
10 2 (3.08%) Julia
10 2 (3.08%) Shell Script
11 1 (1.54%) Haskell
11 1 (1.54%) VBA
Qualifications
1 13 (20.00%) Degree
2 7 (10.77%) PhD
3 1 (1.54%) Postgraduate
3 1 (1.54%) Security Cleared
Quality Assurance & Compliance
1 6 (9.23%) SNOMED CT
2 5 (7.69%) Data Quality
System Software
1 1 (1.54%) HDFS
Systems Management
1 2 (3.08%) EMC NetWorker
1 2 (3.08%) Oracle Enterprise Manager
Vendors
1 7 (10.77%) Tableau
2 6 (9.23%) Oracle
3 3 (4.62%) Microsoft
4 2 (3.08%) Hortonworks
5 1 (1.54%) Cognos
5 1 (1.54%) SAP
5 1 (1.54%) Teradata
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: 3 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £40000 - £65000 per annum + package
Posted: 6 days ago
Central London / West End
Client Server
Salary: £40k to £60k + benefits
Posted: 5 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 11 days ago
London
Client Server
Salary: £40,000 to £55,000 + benefits
Posted: 21 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £25000 - £30000 per annum
Posted: 3 days ago