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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Text Mining
Rank 883 958 973
Rank change year-on-year
+75 +15
Permanent jobs citing Text Mining 31 24 21
As % of all permanent IT jobs located in the UK 0.032% 0.022% 0.018%
As % of the Database & Business Intelligence category 0.11% 0.070% 0.056%
Number of salaries quoted 30 18 19
Median salary £56,250 £68,750 £65,000
Median salary % change year-on-year
-18.18% +5.76%
90% offered a salary of more than £44,850 £61,800 £42,800
10% offered a salary of more than £110,000 £90,000 £92,000
UK excluding London median salary £47,500 £62,000 £50,000
% change year-on-year
-23.38% +24.00%

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
28975 34099 37336
As % of all permanent IT jobs located in the UK 29.66% 31.07% 31.85%
Number of salaries quoted 24750 28761 31491
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 £69,000 £71,900
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 25 August 2016 within the UK.

Text Mining Salary Histogram in the UK

Text Mining
Top 10 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 August 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 +48 31 £56,250 -18.18% 5
London +72 23 £60,000 -25.00% 2
East of England +33 6 £47,500 +35.71% 3
Cambridge +19 6 £47,500 +35.71% 3
Cambridgeshire +14 6 £47,500 +35.71% 3
City of London +70 4 £60,000 -7.69%
Surrey +30 1 £135,000 +117.74%
South East +17 1 £135,000 +117.74%
North West - 1 £29,000 -
Manchester - 1 £29,000 -

Text Mining
Top 30 Related IT Skills

For the 6 months to 25 August 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 53 (89.83%) Data Mining
2 37 (62.71%) Python
3 34 (57.63%) Big Data
4 33 (55.93%) Hadoop
5 29 (49.15%) Analytics
6 27 (45.76%) Java
6 27 (45.76%) SQL
7 24 (40.68%) Relational Database
8 23 (38.98%) Algorithms
9 22 (37.29%) Machine Learning
10 20 (33.90%) Apache Spark
11 19 (32.20%) NoSQL
12 18 (30.51%) Statistical Modelling
13 17 (28.81%) Apache Hive
13 17 (28.81%) Information Retrieval
14 15 (25.42%) Scala
15 14 (23.73%) Visualisation
15 14 (23.73%) Business Intelligence
15 14 (23.73%) RDBMS
16 13 (22.03%) Finance
16 13 (22.03%) Apache Cassandra
17 12 (20.34%) Redis
17 12 (20.34%) R
17 12 (20.34%) Neural Network
17 12 (20.34%) Logistic Regression
17 12 (20.34%) Cluster Analysis
17 12 (20.34%) CHAID
17 12 (20.34%) Linux
17 12 (20.34%) Data Structures
17 12 (20.34%) scikit-learn

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 20 (33.90%) Apache Spark
2 5 (8.47%) Apache Solr
2 5 (8.47%) SharePoint
3 1 (1.69%) Apache Pig
3 1 (1.69%) Elasticsearch
3 1 (1.69%) SAS
Applications
1 2 (3.39%) SPSS
2 1 (1.69%) MS Excel
2 1 (1.69%) MS Office
Cloud Services
1 1 (1.69%) Amazon AWS
1 1 (1.69%) SaaS
Communications & Networking
1 1 (1.69%) Remote Desktop
Database & Business Intelligence
1 53 (89.83%) Data Mining
2 34 (57.63%) Big Data
3 33 (55.93%) Hadoop
4 24 (40.68%) Relational Database
5 19 (32.20%) NoSQL
6 17 (28.81%) Apache Hive
7 14 (23.73%) RDBMS
8 13 (22.03%) Apache Cassandra
9 12 (20.34%) Redis
10 11 (18.64%) Amazon Redshift
10 11 (18.64%) PostgreSQL
11 6 (10.17%) Data Lake
12 5 (8.47%) Data Warehouse
13 4 (6.78%) Impala
13 4 (6.78%) OLAP
13 4 (6.78%) Oracle OLAP
13 4 (6.78%) SQL Server
14 3 (5.08%) Enterprise Data Warehouse
14 3 (5.08%) Riak
14 3 (5.08%) Sqoop
General
1 13 (22.03%) Finance
2 11 (18.64%) Advertising
3 7 (11.86%) Marketing
3 7 (11.86%) Pharmaceutical
Job Titles
1 25 (42.37%) Data Scientist
2 10 (16.95%) Data Engineer
2 10 (16.95%) Developer
3 9 (15.25%) Java Engineer
4 8 (13.56%) Hadoop Engineer
5 7 (11.86%) Architect
5 7 (11.86%) Data Architect
5 7 (11.86%) Machine Learning Engineer
5 7 (11.86%) Senior Data Scientist
6 5 (8.47%) Django Developer
6 5 (8.47%) Java Developer
7 4 (6.78%) Big Data Architect
7 4 (6.78%) ETL Architect
8 3 (5.08%) Analyst
9 2 (3.39%) Big Data Developer
9 2 (3.39%) Consultant
9 2 (3.39%) Data Analyst
9 2 (3.39%) Data Consultant
9 2 (3.39%) Hadoop Developer
9 2 (3.39%) IT Consultant
Libraries, Frameworks & Software Standards
1 12 (20.34%) scikit-learn
2 10 (16.95%) Natural Language Processing
3 5 (8.47%) AngularJS
3 5 (8.47%) CSS
3 5 (8.47%) CSS3
3 5 (8.47%) Django
3 5 (8.47%) HTML
3 5 (8.47%) HTML5
3 5 (8.47%) Twitter Bootstrap
4 2 (3.39%) D3.js
5 1 (1.69%) MLlib
5 1 (1.69%) Node.js
5 1 (1.69%) NumPy
5 1 (1.69%) Web Services
Miscellaneous
1 23 (38.98%) Algorithms
2 14 (23.73%) Visualisation
3 12 (20.34%) Data Structures
3 12 (20.34%) Neural Network
4 11 (18.64%) Computer Science
5 10 (16.95%) Analytical Skills
6 8 (13.56%) Fintech
7 5 (8.47%) Informatics
7 5 (8.47%) Ontologies
7 5 (8.47%) Social Network
8 4 (6.78%) Mathematics
9 3 (5.08%) Data Integration
9 3 (5.08%) Life Science
9 3 (5.08%) Management Information System
9 3 (5.08%) Statistics
10 1 (1.69%) Biology
10 1 (1.69%) Hedge funds
10 1 (1.69%) NHS
10 1 (1.69%) Social Media
Operating Systems
1 12 (20.34%) Linux
2 2 (3.39%) Unix
3 1 (1.69%) Windows
3 1 (1.69%) Windows Server
Processes & Methodologies
1 29 (49.15%) Analytics
2 22 (37.29%) Machine Learning
3 18 (30.51%) Statistical Modelling
4 17 (28.81%) Information Retrieval
5 14 (23.73%) Business Intelligence
6 12 (20.34%) CHAID
6 12 (20.34%) Cluster Analysis
6 12 (20.34%) Logistic Regression
7 10 (16.95%) Predictive Modelling
8 9 (15.25%) Data Visualisation
8 9 (15.25%) ETL
8 9 (15.25%) OO
9 6 (10.17%) Data Analytics
9 6 (10.17%) Information Governance
9 6 (10.17%) Line Management
9 6 (10.17%) Project Management
9 6 (10.17%) Statistical Analysis
10 5 (8.47%) Agile Software Development
10 5 (8.47%) Disruptive Innovation
10 5 (8.47%) Scrum
Programming Languages
1 37 (62.71%) Python
2 27 (45.76%) Java
2 27 (45.76%) SQL
3 15 (25.42%) Scala
4 12 (20.34%) R
5 6 (10.17%) JavaScript
5 6 (10.17%) Perl
6 2 (3.39%) Julia
6 2 (3.39%) MATLAB
7 1 (1.69%) C
7 1 (1.69%) C++
7 1 (1.69%) Haskell
7 1 (1.69%) VBA
Qualifications
1 8 (13.56%) Degree
2 5 (8.47%) PhD
3 1 (1.69%) Postgraduate
Quality Assurance & Compliance
1 4 (6.78%) SNOMED CT
2 3 (5.08%) Data Quality
System Software
1 1 (1.69%) HDFS
Vendors
1 8 (13.56%) Tableau
2 4 (6.78%) Oracle
3 3 (5.08%) Microsoft
4 1 (1.69%) Cognos
4 1 (1.69%) SAP
4 1 (1.69%) Teradata
London
Imperative People
Salary: £90000 - £110000 per annum + excellent bens package
Posted: 2 days ago
Central London / West End
Client Server
Salary: £40k to £60k + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Informatiq Consulting
Salary: £40000 - £48000 per annum + Excellent Bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Informatiq Consulting
Salary: £43000 - £48000 per annum + Bens
Posted: 2 days ago