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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Text Mining
Rank 892 911 986
Rank change year-on-year
+19 +75
Permanent jobs citing Text Mining 29 53 26
As % of all permanent IT jobs located in the UK 0.030% 0.048% 0.022%
As % of the Database & Business Intelligence category 0.100% 0.15% 0.067%
Number of salaries quoted 27 30 24
Median salary £45,000 £80,000 £65,000
Median salary % change year-on-year
-43.75% +23.07%
90% offered a salary of more than £40,000 £59,750 £42,500
10% offered a salary of more than £75,000 £140,000 £70,000
UK excluding London median salary £40,000 £61,250 £60,000
% change year-on-year
-34.69% +2.08%

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
29097 36092 38893
As % of all permanent IT jobs located in the UK 29.98% 32.61% 32.17%
Number of salaries quoted 24794 30450 33371
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 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 June 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 9 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 June 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 +32 29 £45,000 -43.75% 6
London +18 23 £47,000 -41.25% 3
City of London +51 5 £55,000 -15.38%
East of England +43 5 £40,000 -36.00% 1
Cambridgeshire - 5 £40,000 - 1
Cambridge - 5 £40,000 - 1
South East +53 1 £135,000 +125.00%
Surrey - 1 £135,000 -
Wimbledon - 1 £30,000 -

Text Mining
Top 30 Related IT Skills

For the 6 months to 25 June 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 58 (98.31%) Data Mining
2 42 (71.19%) Python
3 34 (57.63%) Hadoop
4 33 (55.93%) Machine Learning
5 32 (54.24%) Java
6 29 (49.15%) Big Data
6 29 (49.15%) Analytics
7 25 (42.37%) SQL
8 24 (40.68%) Algorithms
9 23 (38.98%) Apache Spark
10 22 (37.29%) Relational Database
11 20 (33.90%) R
11 20 (33.90%) Scala
12 18 (30.51%) Natural Language Processing
12 18 (30.51%) Apache Hive
13 16 (27.12%) Degree
14 15 (25.42%) Predictive Modelling
14 15 (25.42%) NoSQL
15 14 (23.73%) Visualisation
16 12 (20.34%) Marketing
16 12 (20.34%) RDBMS
16 12 (20.34%) Finance
17 11 (18.64%) Data Visualisation
17 11 (18.64%) Apache Cassandra
17 11 (18.64%) Perl
17 11 (18.64%) Linux
17 11 (18.64%) Neural Network
17 11 (18.64%) Computer Science
18 10 (16.95%) Logistic Regression
18 10 (16.95%) PhD

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 23 (38.98%) Apache Spark
2 5 (8.47%) Apache Pig
2 5 (8.47%) Apache Solr
3 4 (6.78%) Apache
4 2 (3.39%) Elasticsearch
4 2 (3.39%) SAS
4 2 (3.39%) Tomcat
Applications
1 4 (6.78%) Weka
2 2 (3.39%) SPSS
3 1 (1.69%) MS Excel
3 1 (1.69%) MS Office
Cloud Services
1 2 (3.39%) GitHub
2 1 (1.69%) Amazon AWS
2 1 (1.69%) SaaS
Communications & Networking
1 1 (1.69%) Remote Desktop
Database & Business Intelligence
1 58 (98.31%) Data Mining
2 34 (57.63%) Hadoop
3 29 (49.15%) Big Data
4 22 (37.29%) Relational Database
5 18 (30.51%) Apache Hive
6 15 (25.42%) NoSQL
7 12 (20.34%) RDBMS
8 11 (18.64%) Apache Cassandra
9 9 (15.25%) Redis
10 8 (13.56%) Amazon Redshift
10 8 (13.56%) PostgreSQL
11 5 (8.47%) Electronic Patient Records
11 5 (8.47%) MongoDB
12 4 (6.78%) Data Warehouse
13 3 (5.08%) OLAP
13 3 (5.08%) Oracle OLAP
13 3 (5.08%) SQL Server
14 2 (3.39%) MySQL
14 2 (3.39%) QlikView
14 2 (3.39%) Star Schema
Development Applications
1 2 (3.39%) Git (software)
1 2 (3.39%) Maven
General
1 12 (20.34%) Finance
1 12 (20.34%) Marketing
2 9 (15.25%) Advertising
3 5 (8.47%) Pharmaceutical
4 1 (1.69%) Games
4 1 (1.69%) Law
4 1 (1.69%) Retail
Job Titles
1 27 (45.76%) Data Scientist
2 12 (20.34%) Data Engineer
3 10 (16.95%) Java Engineer
4 7 (11.86%) Developer
4 7 (11.86%) Hadoop Engineer
4 7 (11.86%) Java Developer
4 7 (11.86%) Machine Learning Engineer
4 7 (11.86%) Senior Data Scientist
5 4 (6.78%) Machine Learning Scientist
6 3 (5.08%) Analyst
6 3 (5.08%) Architect
6 3 (5.08%) Data Programmer
6 3 (5.08%) Java Programmer
6 3 (5.08%) Perl Developer
6 3 (5.08%) Perl Programmer
6 3 (5.08%) Programmer
7 2 (3.39%) Data Analyst
7 2 (3.39%) Data Architect
7 2 (3.39%) Data Strategist
7 2 (3.39%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (30.51%) Natural Language Processing
2 10 (16.95%) scikit-learn
3 3 (5.08%) Web Services
4 2 (3.39%) AngularJS
4 2 (3.39%) CSS
4 2 (3.39%) D3.js
4 2 (3.39%) HTML
4 2 (3.39%) jQuery
4 2 (3.39%) Lucene
4 2 (3.39%) MLlib
4 2 (3.39%) REST
4 2 (3.39%) Twitter Bootstrap
5 1 (1.69%) Node.js
5 1 (1.69%) NumPy
5 1 (1.69%) Pandas
5 1 (1.69%) SciPy
Miscellaneous
1 24 (40.68%) Algorithms
2 14 (23.73%) Visualisation
3 11 (18.64%) Computer Science
3 11 (18.64%) Neural Network
4 9 (15.25%) Statistics
5 8 (13.56%) Data Structures
5 8 (13.56%) Informatics
6 7 (11.86%) Analytical Skills
6 7 (11.86%) Fintech
6 7 (11.86%) Mathematics
7 6 (10.17%) Life Science
7 6 (10.17%) Ontologies
7 6 (10.17%) Social Network
8 3 (5.08%) Applied Mathematics
9 2 (3.39%) Data Integration
9 2 (3.39%) Management Information System
10 1 (1.69%) Hedge funds
10 1 (1.69%) NHS
10 1 (1.69%) Physics
10 1 (1.69%) Social Media
Operating Systems
1 11 (18.64%) Linux
2 1 (1.69%) Unix
2 1 (1.69%) Windows
2 1 (1.69%) Windows Server
Processes & Methodologies
1 33 (55.93%) Machine Learning
2 29 (49.15%) Analytics
3 15 (25.42%) Predictive Modelling
4 11 (18.64%) Data Visualisation
5 10 (16.95%) Business Intelligence
5 10 (16.95%) Information Retrieval
5 10 (16.95%) Logistic Regression
5 10 (16.95%) Statistical Modelling
6 9 (15.25%) CHAID
6 9 (15.25%) Cluster Analysis
7 8 (13.56%) Data Modelling
7 8 (13.56%) OO
8 7 (11.86%) Predictive Analytics
9 6 (10.17%) Data Management
9 6 (10.17%) Project Management
10 5 (8.47%) Data Analytics
10 5 (8.47%) Statistical Analysis
11 4 (6.78%) E-Commerce
11 4 (6.78%) ETL
12 3 (5.08%) Bioinformatics
Programming Languages
1 42 (71.19%) Python
2 32 (54.24%) Java
3 25 (42.37%) SQL
4 20 (33.90%) R
4 20 (33.90%) Scala
5 11 (18.64%) Perl
6 10 (16.95%) MATLAB
7 4 (6.78%) HiveQL
8 3 (5.08%) C++
8 3 (5.08%) JavaScript
8 3 (5.08%) Shell Script
9 2 (3.39%) Julia
10 1 (1.69%) C
10 1 (1.69%) Haskell
10 1 (1.69%) VBA
Qualifications
1 16 (27.12%) Degree
2 10 (16.95%) PhD
3 1 (1.69%) Postgraduate
3 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 6 (10.17%) SNOMED CT
2 4 (6.78%) Data Quality
System Software
1 1 (1.69%) HDFS
Systems Management
1 3 (5.08%) EMC NetWorker
2 2 (3.39%) Oracle Enterprise Manager
Vendors
1 6 (10.17%) Tableau
2 5 (8.47%) Oracle
3 2 (3.39%) Hortonworks
3 2 (3.39%) Microsoft
4 1 (1.69%) Cognos
4 1 (1.69%) SAP
4 1 (1.69%) Teradata
London
Imperative People
Salary: £90000 - £130000 per annum + excellent bens package
Posted: 3 days ago
Manchester, Lancashire
Talent International
Salary: £28000 - £30000 per annum
Posted: 5 days ago
London
Client Server
Salary: £40000 - £50000 per annum + benefits
Posted: 10 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £25000 - £30000 per annum
Posted: Yesterday
London
Client Server
Salary: £40k to £50k + benefits
Posted: 17 days ago
Manchester, Lancashire
General Medical Council
Salary: Up to £34,000 per annum
Posted: 16 days ago