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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Bioinformatics
Rank 802 866 926
Rank change year-on-year
+64 +60
Permanent jobs citing Bioinformatics 54 64 35
As % of all permanent IT jobs located in England 0.064% 0.064% 0.032%
As % of the Processes & Methodologies category 0.073% 0.073% 0.038%
Number of salaries quoted 25 8 17
Median salary £42,500 £46,250 £44,250
Median salary % change year-on-year
-8.10% +4.51%
90% offered a salary of more than £31,684 £21,150 £30,000
10% offered a salary of more than £75,000 £85,000 £65,750
UK excluding London median salary £34,500 £31,500 £38,000
% change year-on-year
+9.52% -17.10%
Bioinformatics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
73867 87895 92411
As % of all permanent IT jobs located in England 88.10% 87.44% 85.64%
Number of salaries quoted 61430 73388 76565
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Bioinformatics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Bioinformatics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Bioinformatics Jobs Demand Trend in England

Bioinformatics
Salary Trend in England

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

Bioinformatics Salary Trend in England

Bioinformatics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Bioinformatics across the England region over the 3 months to 3 December 2016.

Bioinformatics Salary Histogram in England

Bioinformatics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Bioinformatics within the England region over the 3 months to 3 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
East of England -4 25 £32,092 -16.09% 8
London +77 13 £75,000 -11.76% 1
South East +74 6 £50,000 +122.22% 1
North West -14 6 - -
Yorkshire +17 4 £42,500 -15.00% 1
Bioinformatics
UK

Bioinformatics
Top 30 Related IT Skills in England

For the 6 months to 3 December 2016, IT jobs citing Bioinformatics 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 England region with a requirement for Bioinformatics.

1 78 (60.00%) Computer Science
2 60 (46.15%) Biology
2 60 (46.15%) Degree
3 59 (45.38%) Python
4 55 (42.31%) Big Data
5 54 (41.54%) Java
6 53 (40.77%) SQL
6 53 (40.77%) Finance
7 42 (32.31%) Agile Software Development
8 35 (26.92%) Software Engineering
9 34 (26.15%) PhD
10 31 (23.85%) Hadoop
11 30 (23.08%) Informatics
11 30 (23.08%) Relational Database
12 29 (22.31%) Perl
13 28 (21.54%) JavaScript
13 28 (21.54%) C++
13 28 (21.54%) Scrum
14 27 (20.77%) Chemistry
14 27 (20.77%) Visualisation
14 27 (20.77%) Analytics
15 26 (20.00%) Git (software)
15 26 (20.00%) R
15 26 (20.00%) Machine Learning
15 26 (20.00%) Linux
16 25 (19.23%) C
17 24 (18.46%) Data Analysis
18 22 (16.92%) Physics
19 21 (16.15%) Analytical Skills
20 19 (14.62%) Apache Spark

Bioinformatics
Top Related 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 19 (14.62%) Apache Spark
2 14 (10.77%) Confluence
3 13 (10.00%) Tomcat
4 11 (8.46%) Apache Pig
5 9 (6.92%) Apache
6 8 (6.15%) JBoss
7 5 (3.85%) SAS
8 4 (3.08%) Apache Solr
8 4 (3.08%) Elasticsearch
9 1 (0.77%) CMS
9 1 (0.77%) Drupal
Applications
1 16 (12.31%) FrameMaker
1 16 (12.31%) RoboHelp
2 3 (2.31%) MS Excel
2 3 (2.31%) MS Office
3 2 (1.54%) CPLEX
3 2 (1.54%) Spreadsheet
3 2 (1.54%) SPSS
Cloud Services
1 16 (12.31%) GitHub
2 12 (9.23%) Amazon AWS
3 9 (6.92%) Amazon EC2
3 9 (6.92%) Amazon EMR
3 9 (6.92%) Amazon S3
4 4 (3.08%) Cloud Computing
Communications & Networking
1 9 (6.92%) LDAP
2 5 (3.85%) SMTP
3 4 (3.08%) HTTP
4 3 (2.31%) IMAP
5 2 (1.54%) DHCP
5 2 (1.54%) DNS
5 2 (1.54%) FTP
5 2 (1.54%) SNMP
5 2 (1.54%) TCP/IP
6 1 (0.77%) Intranet
Database & Business Intelligence
1 55 (42.31%) Big Data
2 31 (23.85%) Hadoop
3 30 (23.08%) Relational Database
4 18 (13.85%) PostgreSQL
5 16 (12.31%) Data Mining
5 16 (12.31%) MongoDB
5 16 (12.31%) NoSQL
6 11 (8.46%) MySQL
7 9 (6.92%) Apache Hive
7 9 (6.92%) Impala
7 9 (6.92%) Mahout
7 9 (6.92%) Neo4j
8 6 (4.62%) Apache Cassandra
8 6 (4.62%) HBase
8 6 (4.62%) Parquet
9 4 (3.08%) Data Warehouse
10 2 (1.54%) RDBMS
10 2 (1.54%) Spotfire
11 1 (0.77%) Text Mining
11 1 (0.77%) Triplestore
Development Applications
1 26 (20.00%) Git (software)
2 18 (13.85%) Jenkins
3 9 (6.92%) Subversion
3 9 (6.92%) Travis CI
3 9 (6.92%) Vagrant
3 9 (6.92%) Yeoman
4 8 (6.15%) Atlassian Bamboo
5 7 (5.38%) JIRA
5 7 (5.38%) Maven
6 5 (3.85%) Eclipse
6 5 (3.85%) IntelliJ
7 1 (0.77%) Geb
7 1 (0.77%) JMeter
7 1 (0.77%) JUnit
7 1 (0.77%) Selenium
7 1 (0.77%) Spock
General
1 53 (40.77%) Finance
2 16 (12.31%) Retail
3 14 (10.77%) Banking
3 14 (10.77%) Manufacturing
3 14 (10.77%) Telecoms
4 13 (10.00%) Pharmaceutical
5 11 (8.46%) Multimedia
6 6 (4.62%) Electronics
7 5 (3.85%) Publishing
8 2 (1.54%) Advertising
9 1 (0.77%) Law
Job Titles
1 30 (23.08%) Developer
1 30 (23.08%) Software Engineer
2 23 (17.69%) Data Scientist
3 16 (12.31%) Author
3 16 (12.31%) Technical Author
3 16 (12.31%) Technical Leader
4 13 (10.00%) Architect
4 13 (10.00%) Java Developer
4 13 (10.00%) Software Developer
5 9 (6.92%) Analytics Consultant
5 9 (6.92%) Analytics Manager
5 9 (6.92%) Consultant
5 9 (6.92%) Data Analytics Consultant
5 9 (6.92%) Data Consultant
5 9 (6.92%) Data Manager
5 9 (6.92%) Java Engineer
5 9 (6.92%) Java Software Engineer
5 9 (6.92%) Senior Analytics Manager
5 9 (6.92%) Senior Data Scientist
5 9 (6.92%) Senior Manager
Libraries, Frameworks & Software Standards
1 18 (13.85%) Natural Language Processing
2 17 (13.08%) Spring
3 15 (11.54%) D3.js
4 14 (10.77%) CSS
5 12 (9.23%) HTML
6 9 (6.92%) Cascalog
6 9 (6.92%) Pandas
6 9 (6.92%) Sass
6 9 (6.92%) scikit-learn
6 9 (6.92%) SciPy
7 8 (6.15%) jQuery
7 8 (6.15%) Middleware
8 7 (5.38%) JSP
9 6 (4.62%) Web Services
10 5 (3.85%) AngularJS
10 5 (3.85%) JDBC
10 5 (3.85%) WPF
11 4 (3.08%) Flask
11 4 (3.08%) HTML5 Canvas
11 4 (3.08%) Twitter Bootstrap
Miscellaneous
1 78 (60.00%) Computer Science
2 60 (46.15%) Biology
3 30 (23.08%) Informatics
4 27 (20.77%) Chemistry
4 27 (20.77%) Visualisation
5 22 (16.92%) Physics
6 21 (16.15%) Analytical Skills
7 18 (13.85%) User Experience
8 17 (13.08%) Algorithms
9 16 (12.31%) Life Science
9 16 (12.31%) Mathematics
10 8 (6.15%) Artificial Intelligence
10 8 (6.15%) Management Information System
10 8 (6.15%) Ontologies
10 8 (6.15%) Statistics
11 7 (5.38%) Data Centre
11 7 (5.38%) Psychology
12 6 (4.62%) Data Structures
13 5 (3.85%) Biotechnology
13 5 (3.85%) LIMS
Operating Systems
1 26 (20.00%) Linux
2 15 (11.54%) Unix
3 9 (6.92%) Red Hat Enterprise Linux
4 5 (3.85%) Windows
5 4 (3.08%) CentOS
6 3 (2.31%) VMS
7 2 (1.54%) Windows 8
Processes & Methodologies
1 42 (32.31%) Agile Software Development
2 35 (26.92%) Software Engineering
3 28 (21.54%) Scrum
4 27 (20.77%) Analytics
5 26 (20.00%) Machine Learning
6 24 (18.46%) Data Analysis
7 17 (13.08%) Data Visualisation
8 16 (12.31%) Data Analytics
9 15 (11.54%) Unit Testing
10 14 (10.77%) Operations Research
10 14 (10.77%) User Stories
11 13 (10.00%) Open Source
11 13 (10.00%) Prototyping
11 13 (10.00%) Statistical Analysis
12 12 (9.23%) Data Modelling
12 12 (9.23%) Web Development
13 11 (8.46%) Continuous Integration
13 11 (8.46%) Rapid Prototyping
13 11 (8.46%) Time Series Analysis
13 11 (8.46%) Workflow
Programming Languages
1 59 (45.38%) Python
2 54 (41.54%) Java
3 53 (40.77%) SQL
4 29 (22.31%) Perl
5 28 (21.54%) C++
5 28 (21.54%) JavaScript
6 26 (20.00%) R
7 25 (19.23%) C
8 17 (13.08%) MATLAB
9 15 (11.54%) Bash Shell
10 11 (8.46%) C#
10 11 (8.46%) Clojure
11 10 (7.69%) Scala
12 9 (6.92%) Cypher
12 9 (6.92%) VBA
13 8 (6.15%) Shell Script
14 5 (3.85%) XAML
15 4 (3.08%) ES6
16 3 (2.31%) Groovy
17 2 (1.54%) Ruby
Qualifications
1 60 (46.15%) Degree
2 34 (26.15%) PhD
3 3 (2.31%) Postgraduate
Quality Assurance & Compliance
1 8 (6.15%) QA
2 3 (2.31%) SNOMED CT
3 2 (1.54%) ISO13485
System Software
1 9 (6.92%) Virtual Machines
1 9 (6.92%) VirtualBox
2 5 (3.85%) NFS
3 3 (2.31%) Postfix
3 3 (2.31%) Samba
3 3 (2.31%) Sendmail
3 3 (2.31%) Shibboleth
3 3 (2.31%) VMware Infrastructure
4 2 (1.54%) Docker
4 2 (1.54%) GPFS
4 2 (1.54%) PanFS
4 2 (1.54%) XenServer
Systems Management
1 7 (5.38%) Puppet
2 5 (3.85%) Ganglia
2 5 (3.85%) Nagios
3 2 (1.54%) Ansible
3 2 (1.54%) Opscode Chef
3 2 (1.54%) Salt
Vendors
1 17 (13.08%) Oracle
2 7 (5.38%) IBM
3 6 (4.62%) Red Hat
4 4 (3.08%) Twitter
5 3 (2.31%) Microsoft
5 3 (2.31%) VMware
6 2 (1.54%) Google
7 1 (0.77%) Apple
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