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 27 June 2017 with a comparison to the same period in the previous 2 years.

Celery Task Queue
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 833 878 960
Rank change year-on-year +45 +82  
Permanent jobs citing Celery 57 54 22
As % of all permanent IT jobs advertised in the UK 0.064% 0.055% 0.020%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.14% 0.053%
Number of salaries quoted 54 49 22
Median salary £60,000 £52,500 £55,000
Median salary % change year-on-year +14.28% -4.54%  
90% offered a salary of more than £42,500 £27,500 £37,500
10% offered a salary of more than £75,000 £63,500 £62,250
UK excluding London median salary £65,000 £27,500 £37,500
% change year-on-year +136.36% -26.66%  

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 36421 38335 41712
As % of all permanent IT job vacancies advertised in the UK 40.85% 38.93% 38.12%
Number of salaries quoted 30573 33333 35674
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +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 27 June 2017.

Salary histogram for Celery in the UK

Celery
Top 14 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 27 June 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 +49 54 £60,000 +14.28% 3
London +38 38 £57,500 +4.54% 2
South East +48 15 £65,000 +136.36% 1
Berkshire - 11 £65,000 - 1
Ascot - 11 £65,000 - 1
City of London +25 5 £57,500 +9.52% 1
Hampshire +10 4 £40,000 +45.45%
Portsmouth -11 3 £40,000 +33.33%
Scotland +3 2 - - 1
Edinburgh -6 2 - - 1
Fareham +18 1 £40,000 +45.45%
Yorkshire -1 1 £45,000 -
Canary Wharf - 1 £46,000 -
South Yorkshire - 1 £45,000 -

For the 6 months to 27 June 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.

1 108 (97.30%) Python
2 95 (85.59%) Django
3 61 (54.95%) PostgreSQL
3 61 (54.95%) Flask
4 60 (54.05%) Linux
5 59 (53.15%) TDD
6 58 (52.25%) Agile Software Development
7 51 (45.95%) Docker
8 42 (37.84%) Scrum
9 41 (36.94%) JavaScript
10 37 (33.33%) Ansible
11 36 (32.43%) Web Services
12 34 (30.63%) RabbitMQ
13 33 (29.73%) Apache Cassandra
14 32 (28.83%) RESTful
15 30 (27.03%) nginx
16 26 (23.42%) Amazon AWS
16 26 (23.42%) Git (software)
16 26 (23.42%) uWSGI
16 26 (23.42%) Mobile App
17 25 (22.52%) QA
18 24 (21.62%) Ubuntu
18 24 (21.62%) CSS
19 23 (20.72%) DevOps
19 23 (20.72%) GitLab
20 22 (19.82%) AngularJS
20 22 (19.82%) Debian
20 22 (19.82%) Unit Testing
20 22 (19.82%) Information Architecture
21 21 (18.92%) SQL

Celery
Co-occurring 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 30 (27.03%) nginx
2 26 (23.42%) uWSGI
3 15 (13.51%) Elasticsearch
4 7 (6.31%) Tornado
5 6 (5.41%) Apache Spark
6 2 (1.80%) Apache Airflow
6 2 (1.80%) Confluence
6 2 (1.80%) Gunicorn
6 2 (1.80%) Luigi
Cloud Services
1 26 (23.42%) Amazon AWS
2 9 (8.11%) Amazon EC2
3 5 (4.50%) AWS Lambda
3 5 (4.50%) GitHub
3 5 (4.50%) Microsoft Azure
4 4 (3.60%) Amazon S3
5 2 (1.80%) Amazon ELB
5 2 (1.80%) Google Cloud Platform
6 1 (0.90%) Slack
Communications & Networking
1 3 (2.70%) SSH
2 2 (1.80%) DNS
3 1 (0.90%) Firewall
3 1 (0.90%) HTTP
3 1 (0.90%) SSL
Database & Business Intelligence
1 61 (54.95%) PostgreSQL
2 33 (29.73%) Apache Cassandra
3 21 (18.92%) MySQL
4 13 (11.71%) MongoDB
5 11 (9.91%) NoSQL
6 10 (9.01%) Redis
7 5 (4.50%) Amazon DynamoDB
7 5 (4.50%) Big Data
8 4 (3.60%) Relational Database
9 3 (2.70%) Hadoop
10 2 (1.80%) Amazon RDS
10 2 (1.80%) GIS
10 2 (1.80%) Neo4j
11 1 (0.90%) RDBMS
Development Applications
1 26 (23.42%) Git (software)
2 23 (20.72%) GitLab
3 12 (10.81%) Jenkins
4 7 (6.31%) Vagrant
5 5 (4.50%) GoCD
5 5 (4.50%) JIRA
6 4 (3.60%) Bitbucket
6 4 (3.60%) Bower
6 4 (3.60%) gulp
7 3 (2.70%) Atlassian Bamboo
7 3 (2.70%) Selenium
7 3 (2.70%) Travis CI
8 2 (1.80%) Appium
8 2 (1.80%) Robotium
9 1 (0.90%) Jasmine
9 1 (0.90%) Karma Test Runner
9 1 (0.90%) Phabricator
General
1 20 (18.02%) Finance
2 4 (3.60%) Banking
3 3 (2.70%) Music Industry
3 3 (2.70%) Retail
4 2 (1.80%) Advertising
4 2 (1.80%) Marketing
5 1 (0.90%) Financial Institution
5 1 (0.90%) Games
Job Titles
1 92 (82.88%) Developer
2 86 (77.48%) Python Developer
3 35 (31.53%) Django Developer
3 35 (31.53%) Python/Django Developer
4 9 (8.11%) Senior Developer
5 8 (7.21%) Software Engineer
6 7 (6.31%) Lead Developer
6 7 (6.31%) Senior Python Developer
7 6 (5.41%) Full Stack Developer
8 5 (4.50%) Python Software Engineer
9 4 (3.60%) Agile Developer
9 4 (3.60%) DevOps Engineer
10 3 (2.70%) Applications Developer
10 3 (2.70%) Developer/Software Engineer
10 3 (2.70%) HTML CSS Developer
10 3 (2.70%) HTML Developer
10 3 (2.70%) JavaScript Developer
11 2 (1.80%) Administrator
11 2 (1.80%) Systems Administrator
11 2 (1.80%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 95 (85.59%) Django
2 61 (54.95%) Flask
3 36 (32.43%) Web Services
4 34 (30.63%) RabbitMQ
5 32 (28.83%) RESTful
6 24 (21.62%) CSS
7 22 (19.82%) AngularJS
8 21 (18.92%) HTML
9 13 (11.71%) NumPy
9 13 (11.71%) REST
10 12 (10.81%) SQLAlchemy
11 9 (8.11%) jQuery
11 9 (8.11%) WebSockets
12 8 (7.21%) Node.js
12 8 (7.21%) Pandas
12 8 (7.21%) React
13 7 (6.31%) HTML5
13 7 (6.31%) Laravel
13 7 (6.31%) Ruby on Rails
14 6 (5.41%) SciPy
Miscellaneous
1 26 (23.42%) Mobile App
2 18 (16.22%) Fintech
3 11 (9.91%) Greenfield Project
4 7 (6.31%) Algorithms
5 5 (4.50%) Computer Science
6 4 (3.60%) Linux Command Line
6 4 (3.60%) Mobile Payment
7 3 (2.70%) User Experience
8 2 (1.80%) Data Structures
8 2 (1.80%) Enterprise Software
9 1 (0.90%) Analytical Skills
9 1 (0.90%) Client/Server
9 1 (0.90%) Clustering
9 1 (0.90%) Device Driver
Operating Systems
1 60 (54.05%) Linux
2 24 (21.62%) Ubuntu
3 22 (19.82%) Debian
4 6 (5.41%) Android
4 6 (5.41%) Apple iOS
5 2 (1.80%) Unix
5 2 (1.80%) Windows
6 1 (0.90%) VMS
Processes & Methodologies
1 59 (53.15%) TDD
2 58 (52.25%) Agile Software Development
3 42 (37.84%) Scrum
4 23 (20.72%) DevOps
5 22 (19.82%) Information Architecture
5 22 (19.82%) Unit Testing
6 15 (13.51%) Test Automation
7 14 (12.61%) Microservices
7 14 (12.61%) Software Engineering
8 12 (10.81%) Continuous Integration
8 12 (10.81%) Machine Learning
9 11 (9.91%) Analytics
10 9 (8.11%) Kanban
10 9 (8.11%) OO
10 9 (8.11%) Open Source
10 9 (8.11%) SOA
11 7 (6.31%) Migration
12 6 (5.41%) E-Commerce
12 6 (5.41%) Front End Development
13 5 (4.50%) Data Analytics
Programming Languages
1 108 (97.30%) Python
2 41 (36.94%) JavaScript
3 21 (18.92%) SQL
4 18 (16.22%) PHP
5 12 (10.81%) Java
5 12 (10.81%) Ruby
6 5 (4.50%) Scala
7 4 (3.60%) C#
7 4 (3.60%) Go
7 4 (3.60%) R
8 2 (1.80%) CoffeeScript
8 2 (1.80%) ES6
8 2 (1.80%) TypeScript
9 1 (0.90%) C
9 1 (0.90%) C++
9 1 (0.90%) Clojure
9 1 (0.90%) Erlang
9 1 (0.90%) Haskell
9 1 (0.90%) Lisp
9 1 (0.90%) MATLAB
Qualifications
1 8 (7.21%) Degree
2 4 (3.60%) Computer Science Degree
3 1 (0.90%) Numerate Degree
Quality Assurance & Compliance
1 25 (22.52%) QA
System Software
1 51 (45.95%) Docker
2 1 (0.90%) Active Directory
2 1 (0.90%) iptables
2 1 (0.90%) XenServer
Systems Management
1 37 (33.33%) Ansible
2 12 (10.81%) Puppet
3 6 (5.41%) Kubernetes
4 5 (4.50%) Opscode Chef
5 4 (3.60%) Kibana
5 4 (3.60%) logstash
6 3 (2.70%) Marathon
6 3 (2.70%) Terraform
7 1 (0.90%) Docker Swarm
7 1 (0.90%) Nagios
7 1 (0.90%) Prometheus
7 1 (0.90%) Salt
7 1 (0.90%) StatsD
Vendors
1 4 (3.60%) SaltStack
2 3 (2.70%) Salesforce.com
2 3 (2.70%) Tableau
3 2 (1.80%) Google
4 1 (0.90%) Apple
4 1 (0.90%) Oracle
4 1 (0.90%) VMware
Ascot, Berkshire
Strike IT Services
Salary: benefits
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: Yesterday
City, London
Talent International
Salary: £45000 - £70000 per annum + excellent benefits + shares
Posted: 6 days ago
London
Context
Salary: £25k - £40k
Posted: 25 days ago