Period
to 16 June 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Text Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Text Mining over the 6 months to 16 June 2019 with a comparison to the same period in the previous 2 years.

Text Mining
UK > England
6 months to
16 Jun 2019
Same period 2018 Same period 2017
Rank 1023 1060 1075
Rank change year-on-year +37 +15 +120
Permanent jobs citing Text Mining 59 88 88
As % of all permanent IT jobs advertised in England 0.044% 0.055% 0.054%
As % of the Database & Business Intelligence category 0.16% 0.18% 0.18%
Number of salaries quoted 26 79 87
England median annual salary £67,500 £65,000 £65,000
Median salary % change year-on-year +3.85% - +36.84%
10th Percentile £46,875 £35,000 £32,500
90th Percentile £105,000 £110,000 £84,000
UK median annual salary £65,000 £65,000 £65,000

Text Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 36,946 49,309 49,500
As % of all permanent IT jobs advertised in England 27.80% 30.65% 30.57%
Number of salaries quoted 30,474 40,638 42,325
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £29,750
90th Percentile £86,250 £81,250 £77,500
UK median annual salary £52,000 £50,000 £47,500
% change year-on-year +4.00% +5.26% -

Text Mining
Job Vacancy Trend in England

Job postings citing Text Mining as a percentage of all IT jobs advertised in England.

Job vacancy trend for Text Mining 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 in England.

Salary trend for Text Mining in England

Text Mining
Salary Histogram in England

The salary distribution of IT jobs citing Text Mining in England over the 6 months to 16 June 2019.

Salary histogram for Text Mining 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 6 months to 16 June 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 23 £90,000 +12.50% 1
South West - 15 £50,000 -
West Midlands - 8 - -
Midlands - 8 - -
North of England +22 5 £60,000 +20.00%
East of England +73 3 £37,500 -11.76% 2
North West +22 3 £60,000 +20.00%
South East +25 2 £57,500 -4.17%
Yorkshire - 2 £60,000 -
Text Mining
UK

For the 6 months to 16 June 2019, IT jobs citing Text Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Text Mining.

1 43 (72.88%) Machine Learning
2 42 (71.19%) Python
3 41 (69.49%) Analytics
4 40 (67.80%) Analytical Skills
5 38 (64.41%) Data Science
6 33 (55.93%) SQL
6 33 (55.93%) Artificial Intelligence
6 33 (55.93%) Visualisation
7 31 (52.54%) R
8 30 (50.85%) Degree
9 29 (49.15%) Algorithms
10 28 (47.46%) Data Analysis
11 27 (45.76%) Data Analytics
12 26 (44.07%) Data Mining
13 25 (42.37%) Mathematics
13 25 (42.37%) Apache Spark
14 24 (40.68%) Big Data
14 24 (40.68%) Statistics
15 23 (38.98%) Agile Software Development
16 22 (37.29%) Finance
17 21 (35.59%) Natural Language Processing
18 20 (33.90%) Management Information System
19 19 (32.20%) Hadoop
20 18 (30.51%) Data Visualisation
20 18 (30.51%) Data Structures
21 17 (28.81%) Apache Hive
22 16 (27.12%) MapReduce
22 16 (27.12%) Decision-Making
22 16 (27.12%) Social Media
23 15 (25.42%) SC Cleared

Text Mining
Co-occurring 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 25 (42.37%) Apache Spark
2 15 (25.42%) Apache Pig
3 9 (15.25%) SAS
4 4 (6.78%) SharePoint
5 3 (5.08%) Apache
5 3 (5.08%) Elasticsearch
6 1 (1.69%) Apache Airflow
6 1 (1.69%) Apache Solr
6 1 (1.69%) Confluence
6 1 (1.69%) Jupyter
6 1 (1.69%) Luigi
6 1 (1.69%) nginx
Applications
1 4 (6.78%) Microsoft Excel
2 2 (3.39%) Weka
Business Applications
1 1 (1.69%) WebTrends
Cloud Services
1 13 (22.03%) Power Platform
2 6 (10.17%) Amazon AWS
3 4 (6.78%) Microsoft Azure
3 4 (6.78%) Office 365
4 1 (1.69%) Adobe Analytics
4 1 (1.69%) Amazon S3
4 1 (1.69%) Google Analytics
4 1 (1.69%) Google Cloud Platform
4 1 (1.69%) Kissmetrics
Communications & Networking
1 2 (3.39%) SAN
Database & Business Intelligence
1 26 (44.07%) Data Mining
2 24 (40.68%) Big Data
3 19 (32.20%) Hadoop
4 17 (28.81%) Apache Hive
5 13 (22.03%) Power BI
6 4 (6.78%) PostgreSQL
6 4 (6.78%) QlikView
7 3 (5.08%) Redis
8 2 (3.39%) MongoDB
8 2 (3.39%) NoSQL
9 1 (1.69%) Data Lake
9 1 (1.69%) Flink
Development Applications
1 2 (3.39%) Git (software)
1 2 (3.39%) jMock
1 2 (3.39%) JUnit
1 2 (3.39%) Maven
1 2 (3.39%) Mockito
2 1 (1.69%) JIRA
2 1 (1.69%) Selenium
General
1 22 (37.29%) Finance
2 12 (20.34%) Legal
3 8 (13.56%) General Ledger
4 4 (6.78%) Retail
5 3 (5.08%) Marketing
6 2 (3.39%) Front Office
6 2 (3.39%) Law
7 1 (1.69%) Pharmaceutical
7 1 (1.69%) Telecoms
Job Titles
1 33 (55.93%) Data Scientist
2 10 (16.95%) Senior Data Scientist
3 8 (13.56%) Forensic Manager
4 4 (6.78%) Data Manager
4 4 (6.78%) Machine Learning Engineer
5 3 (5.08%) Software Engineer
6 2 (3.39%) Analyst
6 2 (3.39%) Data Analyst
7 1 (1.69%) Architect
7 1 (1.69%) C++ Developer
7 1 (1.69%) Data Architect
7 1 (1.69%) Developer
7 1 (1.69%) Development Manager
7 1 (1.69%) E-Commerce Manager
7 1 (1.69%) Engagement Manager
7 1 (1.69%) Head of Development
7 1 (1.69%) Junior
7 1 (1.69%) Junior Architect
7 1 (1.69%) Strategy Manager
7 1 (1.69%) Systems Engineer
Libraries, Frameworks & Software Standards
1 21 (35.59%) Natural Language Processing
2 9 (15.25%) TensorFlow
3 7 (11.86%) scikit-learn
4 4 (6.78%) Kafka
4 4 (6.78%) Regular Expression
5 3 (5.08%) NumPy
5 3 (5.08%) SciPy
6 2 (3.39%) AngularJS
6 2 (3.39%) GraphQL
6 2 (3.39%) LAPP Stack
6 2 (3.39%) NgRx
6 2 (3.39%) OpenFin
6 2 (3.39%) React
6 2 (3.39%) RxJS
6 2 (3.39%) Spring
6 2 (3.39%) Spring Boot
6 2 (3.39%) Vue.js
6 2 (3.39%) Web Services
7 1 (1.69%) RabbitMQ
7 1 (1.69%) SQLAlchemy
Miscellaneous
1 40 (67.80%) Analytical Skills
2 29 (49.15%) Algorithms
3 20 (33.90%) Management Information System
4 18 (30.51%) Data Structures
5 16 (27.12%) Social Media
6 4 (6.78%) Hedge funds
7 2 (3.39%) Mobile App
7 2 (3.39%) Self-Motivation
8 1 (1.69%) Enterprise Software
8 1 (1.69%) Life Science
8 1 (1.69%) Social Network
Operating Systems
1 3 (5.08%) Linux
2 2 (3.39%) Unix
3 1 (1.69%) Windows
Processes & Methodologies
1 43 (72.88%) Machine Learning
2 41 (69.49%) Analytics
3 38 (64.41%) Data Science
4 33 (55.93%) Artificial Intelligence
4 33 (55.93%) Visualisation
5 28 (47.46%) Data Analysis
6 27 (45.76%) Data Analytics
7 25 (42.37%) Mathematics
8 24 (40.68%) Statistics
9 23 (38.98%) Agile Software Development
10 18 (30.51%) Data Visualisation
11 16 (27.12%) Decision-Making
11 16 (27.12%) MapReduce
12 15 (25.42%) Exploratory Analysis
12 15 (25.42%) Statistical Analysis
12 15 (25.42%) Web Application Development
13 13 (22.03%) Business Intelligence
13 13 (22.03%) Deep Learning
13 13 (22.03%) Neural Network
14 12 (20.34%) Information Management
Programming Languages
1 42 (71.19%) Python
2 33 (55.93%) SQL
3 31 (52.54%) R
4 15 (25.42%) C
5 11 (18.64%) Java
6 7 (11.86%) Scala
7 2 (3.39%) Bash Shell
7 2 (3.39%) C++
7 2 (3.39%) Java 8
7 2 (3.39%) JavaScript
7 2 (3.39%) Lua
7 2 (3.39%) MATLAB
7 2 (3.39%) Perl
7 2 (3.39%) TypeScript
Qualifications
1 30 (50.85%) Degree
2 15 (25.42%) SC Cleared
2 15 (25.42%) Security Cleared
3 7 (11.86%) PhD
4 4 (6.78%) Master's Degree
5 3 (5.08%) Numerate Degree
6 1 (1.69%) DV Cleared
6 1 (1.69%) PMI Certification
6 1 (1.69%) PMP
6 1 (1.69%) Postgraduate
Quality Assurance & Compliance
1 11 (18.64%) Data Quality
2 4 (6.78%) GDPR
System Software
1 5 (8.47%) Docker
Systems Management
1 5 (8.47%) Kubernetes
2 1 (1.69%) Terraform
Vendors
1 13 (22.03%) Tableau
2 8 (13.56%) Alteryx
3 4 (6.78%) Nuix
3 4 (6.78%) Varonis
4 2 (3.39%) Google
4 2 (3.39%) Greenplum
4 2 (3.39%) Twitter
5 1 (1.69%) Adobe
5 1 (1.69%) Atlassian
5 1 (1.69%) Coremetrics
5 1 (1.69%) Facebook
5 1 (1.69%) IBM
5 1 (1.69%) Instagram
5 1 (1.69%) MicroStrategy
5 1 (1.69%) Monetate
5 1 (1.69%) Omniture
5 1 (1.69%) Optimizely