The following table provides summary statistics for permanent job vacancies with a requirement for Celery skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Celery over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Celery Task Queue
UK
Rank 813 894 930
Rank change year-on-year +81 +36  
Permanent jobs citing Celery 54 70 26
As % of all permanent IT jobs advertised in the UK 0.064% 0.068% 0.024%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.18% 0.065%
Number of salaries quoted 42 68 26
Median salary £57,500 £53,750 £57,500
Median salary % change year-on-year +6.97% -6.52%  
90% offered a salary of more than £35,000 £47,500 £50,000
10% offered a salary of more than £65,000 £65,000 £70,000
UK excluding London median salary £65,000 £30,000 £30,000
% change year-on-year +116.66% -  

Celery is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 33911 39617 40053
As % of all permanent IT job vacancies advertised in the UK 39.92% 38.35% 37.71%
Number of salaries quoted 28948 34112 33994
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Celery
Job Vacancy Trend

The job posting trend of jobs advertised citing Celery as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Celery in the UK

Celery
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Celery.

Salary trend for Celery in the UK

Celery
Salary Histogram

The salary distribution of IT jobs citing Celery over the 3 months to 25 March 2017.

Salary histogram for Celery in the UK

Celery
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Celery within the UK over the 3 months to 25 March 2017. 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 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 +71 48 £57,500 +9.52% 10
London +35 29 £57,500 +4.54% 9
South East +92 15 £65,000 +126.08% 1
Berkshire - 11 £65,000 -
Ascot - 9 £65,000 -
City of London +50 5 £57,500 +9.52%
Scotland +28 4 £40,000 -33.33% 2
Edinburgh +3 4 £40,000 -33.33% 2
Yorkshire - 2 - -
North West - 2 £33,750 -
Buckinghamshire - 2 £25,000 -
Milton Keynes - 2 £25,000 -
Knaresborough - 2 - -
North Yorkshire - 2 - -
Manchester - 2 £33,750 -
Hampshire +21 1 £38,500 +33.91%
Portsmouth -4 1 £38,500 +28.33%
Thames Valley - 1 £70,000 -

Celery
Top 30 Related IT Skills

For the 6 months to 25 March 2017, IT jobs citing Celery 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 Celery.

1 98 (98.99%) Python
2 88 (88.89%) Django
3 59 (59.60%) Flask
4 56 (56.57%) PostgreSQL
5 45 (45.45%) RabbitMQ
6 43 (43.43%) Linux
6 43 (43.43%) Agile Software Development
7 38 (38.38%) JavaScript
8 36 (36.36%) TDD
9 33 (33.33%) Git (software)
10 31 (31.31%) Apache Cassandra
11 29 (29.29%) Finance
12 28 (28.28%) Docker
13 24 (24.24%) Ansible
14 23 (23.23%) DevOps
14 23 (23.23%) Fintech
15 22 (22.22%) Unit Testing
16 21 (21.21%) Redis
17 20 (20.20%) Scrum
17 20 (20.20%) Web Services
18 19 (19.19%) MySQL
18 19 (19.19%) RESTful
18 19 (19.19%) Elasticsearch
19 18 (18.18%) nginx
19 18 (18.18%) Software Engineering
19 18 (18.18%) SQL
20 16 (16.16%) Amazon AWS
20 16 (16.16%) SQLAlchemy
20 16 (16.16%) Relational Database
20 16 (16.16%) AngularJS

Celery
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 19 (19.19%) Elasticsearch
2 18 (18.18%) nginx
3 15 (15.15%) uWSGI
4 3 (3.03%) Apache Spark
5 2 (2.02%) Apache Airflow
5 2 (2.02%) Apache Pig
5 2 (2.02%) Gunicorn
5 2 (2.02%) Luigi
5 2 (2.02%) SAS
6 1 (1.01%) Confluence
6 1 (1.01%) Tornado
Cloud Services
1 16 (16.16%) Amazon AWS
2 4 (4.04%) AWS Lambda
3 3 (3.03%) Amazon EC2
3 3 (3.03%) GitHub
4 2 (2.02%) Google Cloud Platform
4 2 (2.02%) Microsoft Azure
4 2 (2.02%) SaaS
5 1 (1.01%) Amazon S3
5 1 (1.01%) Cloud Computing
5 1 (1.01%) Slack
Communications & Networking
1 2 (2.02%) SSH
2 1 (1.01%) DNS
2 1 (1.01%) Firewall
2 1 (1.01%) HTTP
Database & Business Intelligence
1 56 (56.57%) PostgreSQL
2 31 (31.31%) Apache Cassandra
3 21 (21.21%) Redis
4 19 (19.19%) MySQL
5 16 (16.16%) Relational Database
6 15 (15.15%) NoSQL
7 11 (11.11%) Hadoop
8 9 (9.09%) Big Data
9 5 (5.05%) MongoDB
10 4 (4.04%) SQL Server
11 3 (3.03%) Amazon DynamoDB
12 2 (2.02%) Apache Hive
12 2 (2.02%) Data Mining
12 2 (2.02%) GIS
12 2 (2.02%) Neo4j
12 2 (2.02%) RDBMS
13 1 (1.01%) HBase
13 1 (1.01%) Mahout
13 1 (1.01%) Sqoop
Development Applications
1 33 (33.33%) Git (software)
2 13 (13.13%) GitLab
3 10 (10.10%) JIRA
4 9 (9.09%) Jenkins
5 4 (4.04%) Bitbucket
6 3 (3.03%) GoCD
6 3 (3.03%) Jasmine
6 3 (3.03%) Vagrant
7 2 (2.02%) gulp
7 2 (2.02%) Protractor
7 2 (2.02%) WebStorm
8 1 (1.01%) Hudson
8 1 (1.01%) Karma Test Runner
8 1 (1.01%) Selenium
8 1 (1.01%) Subversion
8 1 (1.01%) Team Foundation Server
General
1 29 (29.29%) Finance
2 4 (4.04%) Banking
3 3 (3.03%) Marketing
4 2 (2.02%) Retail
5 1 (1.01%) Advertising
5 1 (1.01%) Financial Institution
5 1 (1.01%) Law
Job Titles
1 75 (75.76%) Developer
2 69 (69.70%) Python Developer
3 20 (20.20%) Django Developer
3 20 (20.20%) Python/Django Developer
4 7 (7.07%) Junior
4 7 (7.07%) Junior Developer
4 7 (7.07%) Junior Python Developer
4 7 (7.07%) Software Engineer
5 5 (5.05%) DevOps Engineer
6 4 (4.04%) Data Scientist
6 4 (4.04%) Full Stack Developer
6 4 (4.04%) Python Software Engineer
7 3 (3.03%) Developer/Software Engineer
7 3 (3.03%) Software Developer
8 2 (2.02%) Data Engineer
8 2 (2.02%) Digital Developer
8 2 (2.02%) HTML CSS Developer
8 2 (2.02%) Machine Learning Developer
8 2 (2.02%) Senior Data Scientist
8 2 (2.02%) Web Applications Engineer
Libraries, Frameworks & Software Standards
1 88 (88.89%) Django
2 59 (59.60%) Flask
3 45 (45.45%) RabbitMQ
4 20 (20.20%) Web Services
5 19 (19.19%) RESTful
6 16 (16.16%) AngularJS
6 16 (16.16%) SQLAlchemy
7 15 (15.15%) HTML
8 12 (12.12%) NumPy
9 11 (11.11%) CSS
9 11 (11.11%) Pandas
10 10 (10.10%) jQuery
11 8 (8.08%) HTML5
12 6 (6.06%) Node.js
12 6 (6.06%) REST
12 6 (6.06%) Twitter Bootstrap
13 5 (5.05%) CSS3
13 5 (5.05%) React
13 5 (5.05%) Twisted
14 4 (4.04%) scikit-learn
Miscellaneous
1 23 (23.23%) Fintech
2 15 (15.15%) Mobile App
3 14 (14.14%) Algorithms
4 8 (8.08%) Computer Science
5 4 (4.04%) User Experience
6 3 (3.03%) Clustering
6 3 (3.03%) Mobile Payment
7 2 (2.02%) Data Structures
7 2 (2.02%) Linux Command Line
7 2 (2.02%) PMI
7 2 (2.02%) Raspberry Pi
8 1 (1.01%) Analytical Skills
8 1 (1.01%) Bitcoin
Operating Systems
1 43 (43.43%) Linux
2 15 (15.15%) Ubuntu
3 13 (13.13%) Debian
4 5 (5.05%) Android
5 3 (3.03%) Apple iOS
6 1 (1.01%) Unix
6 1 (1.01%) VMS
6 1 (1.01%) Windows
Processes & Methodologies
1 43 (43.43%) Agile Software Development
2 36 (36.36%) TDD
3 23 (23.23%) DevOps
4 22 (22.22%) Unit Testing
5 20 (20.20%) Scrum
6 18 (18.18%) Software Engineering
7 15 (15.15%) Analytics
7 15 (15.15%) Machine Learning
7 15 (15.15%) OO
7 15 (15.15%) SOA
8 13 (13.13%) Information Architecture
9 12 (12.12%) OOP
10 9 (9.09%) Continuous Integration
10 9 (9.09%) Open Source
11 7 (7.07%) Business Intelligence
12 6 (6.06%) Mathematics
12 6 (6.06%) Web Application Development
13 5 (5.05%) BDD
13 5 (5.05%) Kanban
13 5 (5.05%) Microservices
Programming Languages
1 98 (98.99%) Python
2 38 (38.38%) JavaScript
3 18 (18.18%) SQL
4 15 (15.15%) PHP
5 12 (12.12%) Go
6 10 (10.10%) Java
7 8 (8.08%) R
8 6 (6.06%) Ruby
9 4 (4.04%) C++
9 4 (4.04%) MATLAB
10 3 (3.03%) C
10 3 (3.03%) C#
11 2 (2.02%) Clojure
11 2 (2.02%) Erlang
11 2 (2.02%) ES6
11 2 (2.02%) Perl
11 2 (2.02%) Scala
12 1 (1.01%) CoffeeScript
12 1 (1.01%) Cython
12 1 (1.01%) TypeScript
Qualifications
1 11 (11.11%) Degree
2 4 (4.04%) PhD
3 2 (2.02%) PMI Certification
Quality Assurance & Compliance
1 14 (14.14%) QA
System Software
1 28 (28.28%) Docker
2 8 (8.08%) Varnish
3 1 (1.01%) Active Directory
3 1 (1.01%) Apache Flume
3 1 (1.01%) iptables
3 1 (1.01%) XenServer
Systems Management
1 24 (24.24%) Ansible
2 10 (10.10%) Puppet
3 7 (7.07%) Opscode Chef
4 3 (3.03%) Kibana
4 3 (3.03%) logstash
5 1 (1.01%) Nagios
5 1 (1.01%) Salt
5 1 (1.01%) StatsD
5 1 (1.01%) Terraform
Vendors
1 4 (4.04%) Cloudera
1 4 (4.04%) Hortonworks
2 3 (3.03%) Salesforce.com
2 3 (3.03%) Tableau
3 2 (2.02%) Google
4 1 (1.01%) Apple
4 1 (1.01%) SaltStack
4 1 (1.01%) Twitter
4 1 (1.01%) VMware
London
Digitech Resourcing Ltd
Salary: From £50,000 to £70,000 per annum + Bonus
Posted: 19 hours ago
East London
Intelletec
Salary: From £60,000 to £70,000 per annum
Posted: 20 hours ago
Central London / West End
Stratospherec
Salary: From £50,000 to £65,000 per annum Excellent company benefits
Posted: 2 days ago
Central London / West End
Ease IT
Salary: From £50,000 to £75,000 per annum
Posted: 5 days ago
London
Wiser Recruitment
Salary: From £60,000 to £70,000 per annum Equity Package and lots of Perks
Posted: 5 days ago
London
IC Resources
Salary: attractive salary + benefits
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: 4 day week, paid for 5 days
Posted: 5 days ago
London
Wiser Digital
Salary: £0 - £70,000 per year
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London
G2 Recruitment Solutions
Salary: £NEG
Posted: 19 days ago
London
Wiser Digital
Salary: £55,000 - £65,000 per year
Posted: 18 days ago
Guildford
Client Server
Salary: £50k to £60k + benefits
Posted: 18 days ago