The table below looks at the statistics for Text Mining skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Text Mining over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Text Mining
Rank 565 641 660
Rank change year-on-year
+76 +19
Permanent jobs citing Text Mining 25 24 6
As % of all permanent IT jobs located in London 0.070% 0.056% 0.013%
As % of the Database & Business Intelligence category 0.24% 0.18% 0.044%
Number of salaries quoted 25 18 6
Median salary £67,500 £68,500 £56,250
Median salary % change year-on-year
-1.45% +21.77%
90% offered a salary of more than £50,000 £48,500 £42,500
10% offered a salary of more than £100,000 £83,250 £58,750
UK excluding London median salary £66,250 £47,500 £40,000
% change year-on-year
+39.47% +18.75%
Text Mining
England

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 London region.

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
10514 13557 13560
As % of all permanent IT jobs located in London 29.49% 31.35% 29.86%
Number of salaries quoted 9160 11568 11711
Median salary £60,000 £56,000 £55,000
Median salary % change year-on-year
+7.14% +1.81%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Text Mining
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Text Mining
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Text Mining across the London region.

Text Mining Salary Trend in London

Text Mining
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Text Mining across the London region over the 3 months to 5 December 2016.

Text Mining Salary Histogram in London

Text Mining
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the London region over the 3 months to 5 December 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
City of London +28 4 £55,000 - 1
Text Mining
England

Text Mining
Top 30 Related IT Skills in London

For the 6 months to 5 December 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 London region with a requirement for Text Mining.

1 33 (71.74%) Big Data
2 26 (56.52%) Hadoop
3 25 (54.35%) Data Mining
4 24 (52.17%) Finance
5 23 (50.00%) Python
6 22 (47.83%) SQL
7 21 (45.65%) ETL
8 19 (41.30%) Analytics
9 18 (39.13%) Machine Learning
10 16 (34.78%) Algorithms
10 16 (34.78%) Statistical Modelling
10 16 (34.78%) NoSQL
11 15 (32.61%) Apache Spark
11 15 (32.61%) Information Retrieval
11 15 (32.61%) Java
12 14 (30.43%) Fintech
13 13 (28.26%) Line Management
13 13 (28.26%) Relational Database
13 13 (28.26%) Information Governance
13 13 (28.26%) Visualisation
14 11 (23.91%) Analytical Skills
15 10 (21.74%) R
15 10 (21.74%) Computer Science
15 10 (21.74%) Data Lake
16 9 (19.57%) Neural Network
16 9 (19.57%) RDBMS
16 9 (19.57%) Apache Hive
17 8 (17.39%) Statistical Analysis
17 8 (17.39%) Marketing
17 8 (17.39%) Degree

Text Mining
Top Related IT Skills in London 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 15 (32.61%) Apache Spark
2 1 (2.17%) SAS
Applications
1 3 (6.52%) MS Excel
2 1 (2.17%) SPSS
Business Applications
1 1 (2.17%) Oracle Financials
Cloud Services
1 6 (13.04%) Amazon AWS
Communications & Networking
1 1 (2.17%) HTTPS
Database & Business Intelligence
1 33 (71.74%) Big Data
2 26 (56.52%) Hadoop
3 25 (54.35%) Data Mining
4 16 (34.78%) NoSQL
5 13 (28.26%) Relational Database
6 10 (21.74%) Data Lake
7 9 (19.57%) Apache Hive
7 9 (19.57%) RDBMS
8 7 (15.22%) Amazon Redshift
8 7 (15.22%) Apache Cassandra
8 7 (15.22%) Impala
8 7 (15.22%) PostgreSQL
8 7 (15.22%) Redis
9 6 (13.04%) SQL Server
9 6 (13.04%) Triplestore
10 2 (4.35%) Data Warehouse
10 2 (4.35%) MySQL
10 2 (4.35%) OLAP
10 2 (4.35%) Oracle OLAP
10 2 (4.35%) Star Schema
General
1 24 (52.17%) Finance
2 8 (17.39%) Marketing
3 7 (15.22%) Advertising
4 2 (4.35%) Banking
4 2 (4.35%) Telecoms
5 1 (2.17%) Legal
Job Titles
1 17 (36.96%) Data Scientist
2 14 (30.43%) Architect
2 14 (30.43%) Data Architect
3 12 (26.09%) Big Data Architect
4 9 (19.57%) ETL Architect
4 9 (19.57%) Lead Data Architect
4 9 (19.57%) Senior Data Scientist
5 6 (13.04%) Developer
5 6 (13.04%) Java Developer
5 6 (13.04%) Software Engineer
6 5 (10.87%) Big Data Developer
7 4 (8.70%) Machine Learning Developer
8 3 (6.52%) Hadoop Architect
8 3 (6.52%) Java Engineer
8 3 (6.52%) Lead Architect
8 3 (6.52%) NoSQL Architect
8 3 (6.52%) SQL Server Architect
9 2 (4.35%) Data Consultant
9 2 (4.35%) Data Engineer
9 2 (4.35%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 7 (15.22%) scikit-learn
2 6 (13.04%) RESTful
3 3 (6.52%) Natural Language Processing
4 1 (2.17%) D3.js
Miscellaneous
1 16 (34.78%) Algorithms
2 14 (30.43%) Fintech
3 13 (28.26%) Visualisation
4 11 (23.91%) Analytical Skills
5 10 (21.74%) Computer Science
6 9 (19.57%) Neural Network
7 8 (17.39%) Mathematics
8 7 (15.22%) Data Structures
9 6 (13.04%) Semantic Web
10 3 (6.52%) Statistics
11 2 (4.35%) Client/Server
11 2 (4.35%) Data Integration
11 2 (4.35%) Management Information System
11 2 (4.35%) Social Network
12 1 (2.17%) Cybercrime
12 1 (2.17%) Data Extraction
12 1 (2.17%) Hedge funds
Operating Systems
1 7 (15.22%) Linux
Processes & Methodologies
1 21 (45.65%) ETL
2 19 (41.30%) Analytics
3 18 (39.13%) Machine Learning
4 16 (34.78%) Statistical Modelling
5 15 (32.61%) Information Retrieval
6 13 (28.26%) Information Governance
6 13 (28.26%) Line Management
7 8 (17.39%) Statistical Analysis
8 7 (15.22%) Business Intelligence
8 7 (15.22%) Customer Analytics
8 7 (15.22%) Data Analytics
8 7 (15.22%) Digital Analytics
8 7 (15.22%) Global Marketing
9 6 (13.04%) CHAID
9 6 (13.04%) Continuous Integration
9 6 (13.04%) Data Ingestion
9 6 (13.04%) Data Visualisation
9 6 (13.04%) Logistic Regression
9 6 (13.04%) Microservices
9 6 (13.04%) Software Engineering
Programming Languages
1 23 (50.00%) Python
2 22 (47.83%) SQL
3 15 (32.61%) Java
4 10 (21.74%) R
5 7 (15.22%) Scala
6 6 (13.04%) SPARQL
7 2 (4.35%) Julia
8 1 (2.17%) C++
Qualifications
1 8 (17.39%) Degree
2 2 (4.35%) PhD
Quality Assurance & Compliance
1 2 (4.35%) Data Quality
Vendors
1 6 (13.04%) Google
2 4 (8.70%) Tableau
3 3 (6.52%) Oracle
4 2 (4.35%) Microsoft
5 1 (2.17%) SAP