The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 7 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
7 Jul 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 843 823 819
Rank change year-on-year
-20 -4
Permanent jobs citing Natural Language Processing 37 82 38
As % of all permanent IT jobs located in England 0.036% 0.075% 0.037%
As % of the Libraries, Frameworks & Software Standards category 0.096% 0.19% 0.091%
Number of salaries quoted 32 82 35
Average salary £66,250 £55,000 £45,000
Average salary % change year-on-year
+20.45% +22.22%
90% offered a salary of more than £50,250 £45,000 £37,500
10% offered a salary of more than £79,250 £70,000 £73,000
UK excluding London average salary - £47,500 £45,000
% change year-on-year
- +5.55%
Natural Language Processing
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
38716 43260 41585
As % of all permanent IT jobs located in England 37.93% 39.35% 40.43%
Number of salaries quoted 33388 37269 36466
Average salary £45,000 £44,000 £40,000
Average salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

Natural Language Processing
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Natural Language Processing across the England region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

Natural Language Processing Jobs Demand Trend in England

Natural Language Processing
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing across the England region.

Natural Language Processing Salary Trend in England

Natural Language Processing
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Natural Language Processing across the England region over the 3 months to 7 July 2015.

Natural Language Processing Salary Histogram in England

Natural Language Processing
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Natural Language Processing within the England region over the 3 months to 7 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +19 37 £66,250 +1.92% 1
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 7 July 2015, IT jobs across the England region citing Natural Language Processing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Natural Language Processing.

1 68 (59.13%) Python
2 61 (53.04%) Analytics
3 57 (49.57%) Machine Learning
4 52 (45.22%) SQL
5 47 (40.87%) Agile Software Development
6 46 (40.00%) Analytical Skills
7 45 (39.13%) Computer Science
8 44 (38.26%) Unit Testing
8 44 (38.26%) Continuous Integration
8 44 (38.26%) Amazon AWS
9 43 (37.39%) Clojure
9 43 (37.39%) Statistical Analysis
10 42 (36.52%) Mathematics
10 42 (36.52%) Hadoop
11 41 (35.65%) MongoDB
12 39 (33.91%) Visualisation
13 38 (33.04%) PostgreSQL
13 38 (33.04%) R
13 38 (33.04%) Mahout
13 38 (33.04%) Pandas
13 38 (33.04%) Algorithms
13 38 (33.04%) scikit-learn
13 38 (33.04%) Time Series Analysis
14 37 (32.17%) Git (software)
15 36 (31.30%) Amazon EC2
15 36 (31.30%) Amazon S3
15 36 (31.30%) SciPy
15 36 (31.30%) Bash Shell
15 36 (31.30%) Apache Hive
15 36 (31.30%) VBA

Natural Language Processing
Top Related IT Skills in England by Category

For the 6 months to 7 July 2015, IT jobs across the England region citing Natural Language Processing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Natural Language Processing. Up to 20 skills are shown per category.

Application Platforms
1 36 (31.30%) Apache Pig
2 4 (3.48%) Apache Spark
3 3 (2.61%) Apache
4 2 (1.74%) IPython
4 2 (1.74%) SAS
5 1 (0.87%) Drupal
5 1 (0.87%) Apache Solr
5 1 (0.87%) Confluence
5 1 (0.87%) Node.js
5 1 (0.87%) Tomcat
Applications
1 2 (1.74%) SPSS
1 2 (1.74%) CPLEX
1 2 (1.74%) Weka
2 1 (0.87%) Spreadsheet
Cloud Services
1 44 (38.26%) Amazon AWS
2 36 (31.30%) Amazon EMR
2 36 (31.30%) Amazon EC2
2 36 (31.30%) Amazon S3
3 8 (6.96%) Google Analytics
Communications & Networking
1 6 (5.22%) HTTP
Database & Business Intelligence
1 42 (36.52%) Hadoop
2 41 (35.65%) MongoDB
3 38 (33.04%) PostgreSQL
3 38 (33.04%) Mahout
4 36 (31.30%) Apache Hive
4 36 (31.30%) Impala
5 35 (30.43%) NoSQL
6 31 (26.96%) Data Mining
7 21 (18.26%) Big Data
8 13 (11.30%) Text Mining
9 2 (1.74%) MySQL
9 2 (1.74%) HBase
9 2 (1.74%) Redis
9 2 (1.74%) Relational Database
10 1 (0.87%) Amazon Redshift
10 1 (0.87%) Amazon DynamoDB
10 1 (0.87%) Triplestore
10 1 (0.87%) Apache Cassandra
Development Applications
1 37 (32.17%) Git (software)
2 36 (31.30%) Jenkins
2 36 (31.30%) Yeoman
3 1 (0.87%) Team Foundation Server
3 1 (0.87%) Hudson
3 1 (0.87%) Subversion
3 1 (0.87%) JIRA
3 1 (0.87%) Selenium
General
1 25 (21.74%) Telecoms
1 25 (21.74%) Finance
1 25 (21.74%) Retail
2 4 (3.48%) Manufacturing
2 4 (3.48%) Games
3 2 (1.74%) Banking
3 2 (1.74%) Aerospace
3 2 (1.74%) Automotive
Job Titles
1 51 (44.35%) Data Scientist
2 48 (41.74%) Developer
3 17 (14.78%) C++ Developer
4 15 (13.04%) Data Analyst
4 15 (13.04%) Analyst
5 8 (6.96%) Consultant
5 8 (6.96%) Data Analytics Consultant
5 8 (6.96%) Python Developer
5 8 (6.96%) Data Consultant
6 7 (6.09%) Android Developer
6 7 (6.09%) Java Developer
7 3 (2.61%) Senior Developer
7 3 (2.61%) Senior Python Developer
7 3 (2.61%) Software Engineer
7 3 (2.61%) Django Developer
7 3 (2.61%) Research Scientist
7 3 (2.61%) Python/Django Developer
8 2 (1.74%) Core Java Developer
8 2 (1.74%) iOS Developer
8 2 (1.74%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 38 (33.04%) Pandas
1 38 (33.04%) scikit-learn
2 36 (31.30%) Cascalog
2 36 (31.30%) SciPy
2 36 (31.30%) D3.js
3 17 (14.78%) Boost C++ Libraries
3 17 (14.78%) STL
4 9 (7.83%) Django
4 9 (7.83%) Flask
5 8 (6.96%) RESTful
6 6 (5.22%) Web Services
7 2 (1.74%) Java SE
8 1 (0.87%) HTML5
8 1 (0.87%) Apache Jena
8 1 (0.87%) Android SDK
8 1 (0.87%) XML
8 1 (0.87%) XSLT
8 1 (0.87%) Lucene
8 1 (0.87%) jQuery
8 1 (0.87%) HTML
Miscellaneous
1 46 (40.00%) Analytical Skills
2 45 (39.13%) Computer Science
3 42 (36.52%) Mathematics
4 39 (33.91%) Visualisation
5 38 (33.04%) Algorithms
6 19 (16.52%) Data Structures
7 17 (14.78%) Social Media
7 17 (14.78%) Clustering
8 13 (11.30%) Artificial Intelligence
9 10 (8.70%) Statistics
10 7 (6.09%) Physics
11 4 (3.48%) Smartphone
12 3 (2.61%) Neural Network
13 2 (1.74%) Economics
13 2 (1.74%) Applied Mathematics
14 1 (0.87%) Ontologies
14 1 (0.87%) Linked Data
14 1 (0.87%) Social Network
14 1 (0.87%) Data Extraction
14 1 (0.87%) Semantic Web
Operating Systems
1 16 (13.91%) Android
2 4 (3.48%) Linux
3 2 (1.74%) UNIX
3 2 (1.74%) Apple iOS
Processes & Methodologies
1 61 (53.04%) Analytics
2 57 (49.57%) Machine Learning
3 47 (40.87%) Agile Software Development
4 44 (38.26%) Unit Testing
4 44 (38.26%) Continuous Integration
5 43 (37.39%) Statistical Analysis
6 38 (33.04%) Time Series Analysis
7 36 (31.30%) Data Munging
7 36 (31.30%) Data Visualisation
7 36 (31.30%) User Stories
8 28 (24.35%) Software Engineering
9 24 (20.87%) Data Analytics
9 24 (20.87%) Use Case
10 23 (20.00%) Data Analysis
11 22 (19.13%) Open Source
12 20 (17.39%) Multithreading
13 18 (15.65%) OO
14 17 (14.78%) Risk Analysis
14 17 (14.78%) Coaching
15 16 (13.91%) Mentoring
Programming Languages
1 68 (59.13%) Python
2 52 (45.22%) SQL
3 43 (37.39%) Clojure
4 38 (33.04%) R
5 36 (31.30%) VBA
5 36 (31.30%) Bash Shell
6 33 (28.70%) C++
7 32 (27.83%) Java
8 8 (6.96%) MATLAB
9 7 (6.09%) JavaScript
10 5 (4.35%) C
11 4 (3.48%) Scala
12 3 (2.61%) Go
13 2 (1.74%) Apple Swift
13 2 (1.74%) Objective-C
13 2 (1.74%) C#
14 1 (0.87%) PHP
14 1 (0.87%) SPARQL
14 1 (0.87%) XQuery
Qualifications
1 29 (25.22%) Degree
2 24 (20.87%) PhD
3 14 (12.17%) Security Cleared
4 3 (2.61%) SC Cleared
System Software
1 36 (31.30%) VirtualBox
Systems Management
1 36 (31.30%) Vagrant
Vendors
1 8 (6.96%) Google
London
Client Server
Salary: £55000 - £80000 per annum + bonus + benefits
Posted: 3 days ago
Slough, Berkshire
ISL
Salary: £50000 - £70000 per annum + Bonus & Benefits
Posted: 3 days ago
Manchester, Lancashire
IBM
Posted: 3 days ago
County Durham
Nigel Frank International Limited - Newcastle
Salary: £30000 - £40000 per annum
Posted: 5 days ago
North East England
Nigel Frank International Limited - Newcastle
Salary: £30000 - £40000 per annum + 4 day working week
Posted: 14 days ago