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 26 April 2017 with a comparison to the same period in the previous 2 years.

Celery Task Queue
UK
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 799 890 948
Rank change year-on-year +91 +58  
Permanent jobs citing Celery 62 72 23
As % of all permanent IT jobs advertised in the UK 0.072% 0.069% 0.021%
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.18% 0.055%
Number of salaries quoted 52 68 23
Median salary £57,500 £52,500 £62,500
Median salary % change year-on-year +9.52% -16.00%  
90% offered a salary of more than £38,650 £45,000 £50,000
10% offered a salary of more than £70,000 £65,750 £75,000
UK excluding London median salary £65,000 £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 35215 39988 41906
As % of all permanent IT job vacancies advertised in the UK 40.76% 38.50% 37.84%
Number of salaries quoted 29908 34551 35615
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,000 £31,000 £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 26 April 2017.

Salary histogram for Celery in the UK

Celery
Top 17 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 26 April 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 +84 55 £60,000 +14.28% 5
London +37 37 £57,500 +9.52% 3
South East +76 14 £65,000 +116.66% 2
Berkshire - 10 £65,000 -
Ascot - 8 £65,000 -
City of London +36 4 £57,500 +9.52%
Scotland +10 4 £40,000 -33.33% 2
Edinburgh +6 4 £40,000 -33.33% 2
Yorkshire - 3 £45,000 -
Hampshire +14 2 £30,500 +1.66%
Portsmouth -9 2 £30,500 +1.66%
Knaresborough - 2 - -
Thames Valley - 2 £70,000 -
North Yorkshire - 2 - -
North West -18 1 £32,500 -
Manchester -24 1 £32,500 -
South Yorkshire - 1 £45,000 -

For the 6 months to 26 April 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.

1 103 (99.04%) Python
2 94 (90.38%) Django
3 61 (58.65%) Flask
4 60 (57.69%) PostgreSQL
5 52 (50.00%) Agile Software Development
6 46 (44.23%) Linux
7 44 (42.31%) RabbitMQ
8 42 (40.38%) TDD
9 38 (36.54%) JavaScript
10 31 (29.81%) Scrum
10 31 (29.81%) Git (software)
10 31 (29.81%) Docker
11 30 (28.85%) Apache Cassandra
12 26 (25.00%) Ansible
13 25 (24.04%) Finance
14 24 (23.08%) Unit Testing
14 24 (23.08%) DevOps
15 23 (22.12%) MySQL
15 23 (22.12%) Web Services
16 21 (20.19%) PHP
16 21 (20.19%) RESTful
16 21 (20.19%) Elasticsearch
17 20 (19.23%) Fintech
17 20 (19.23%) nginx
17 20 (19.23%) SQL
18 19 (18.27%) Mobile App
19 18 (17.31%) uWSGI
19 18 (17.31%) Amazon AWS
19 18 (17.31%) SQLAlchemy
19 18 (17.31%) Ubuntu

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 21 (20.19%) Elasticsearch
2 20 (19.23%) nginx
3 18 (17.31%) uWSGI
4 2 (1.92%) Apache Airflow
4 2 (1.92%) Apache Spark
4 2 (1.92%) Confluence
4 2 (1.92%) Luigi
5 1 (0.96%) Apache Pig
5 1 (0.96%) Tornado
Cloud Services
1 18 (17.31%) Amazon AWS
2 5 (4.81%) Amazon EC2
2 5 (4.81%) AWS Lambda
2 5 (4.81%) GitHub
3 2 (1.92%) Google Cloud Platform
3 2 (1.92%) Microsoft Azure
4 1 (0.96%) Amazon ELB
4 1 (0.96%) Amazon S3
4 1 (0.96%) Slack
Communications & Networking
1 3 (2.88%) SSH
2 1 (0.96%) DNS
2 1 (0.96%) Firewall
2 1 (0.96%) HTTP
Database & Business Intelligence
1 60 (57.69%) PostgreSQL
2 30 (28.85%) Apache Cassandra
3 23 (22.12%) MySQL
4 17 (16.35%) Redis
5 13 (12.50%) Relational Database
6 11 (10.58%) NoSQL
7 8 (7.69%) MongoDB
8 7 (6.73%) Hadoop
9 5 (4.81%) Big Data
10 4 (3.85%) Amazon DynamoDB
11 2 (1.92%) GIS
11 2 (1.92%) Neo4j
11 2 (1.92%) RDBMS
12 1 (0.96%) Amazon RDS
12 1 (0.96%) Apache Hive
12 1 (0.96%) Mahout
Development Applications
1 31 (29.81%) Git (software)
2 16 (15.38%) GitLab
3 11 (10.58%) JIRA
4 8 (7.69%) Jenkins
5 7 (6.73%) Bitbucket
6 5 (4.81%) Vagrant
7 4 (3.85%) GoCD
8 3 (2.88%) Bower
8 3 (2.88%) gulp
9 2 (1.92%) Selenium
10 1 (0.96%) Jasmine
10 1 (0.96%) Karma Test Runner
10 1 (0.96%) Phabricator
General
1 25 (24.04%) Finance
2 4 (3.85%) Banking
3 3 (2.88%) Retail
4 2 (1.92%) Advertising
5 1 (0.96%) Financial Institution
5 1 (0.96%) Games
5 1 (0.96%) Law
5 1 (0.96%) Marketing
Job Titles
1 85 (81.73%) Developer
2 79 (75.96%) Python Developer
3 27 (25.96%) Django Developer
3 27 (25.96%) Python/Django Developer
4 7 (6.73%) Junior
4 7 (6.73%) Junior Developer
4 7 (6.73%) Junior Python Developer
4 7 (6.73%) Software Engineer
5 6 (5.77%) Full Stack Developer
5 6 (5.77%) Senior Developer
6 4 (3.85%) DevOps Engineer
6 4 (3.85%) Python Software Engineer
6 4 (3.85%) Senior Python Developer
7 3 (2.88%) Applications Developer
7 3 (2.88%) Developer/Software Engineer
7 3 (2.88%) HTML CSS Developer
7 3 (2.88%) HTML Developer
7 3 (2.88%) JavaScript Developer
7 3 (2.88%) Lead Developer
8 2 (1.92%) Agile Developer
Libraries, Frameworks & Software Standards
1 94 (90.38%) Django
2 61 (58.65%) Flask
3 44 (42.31%) RabbitMQ
4 23 (22.12%) Web Services
5 21 (20.19%) RESTful
6 18 (17.31%) SQLAlchemy
7 17 (16.35%) CSS
8 15 (14.42%) AngularJS
8 15 (14.42%) HTML
9 12 (11.54%) REST
10 10 (9.62%) NumPy
10 10 (9.62%) Pandas
11 8 (7.69%) HTML5
11 8 (7.69%) jQuery
11 8 (7.69%) Node.js
12 7 (6.73%) CSS3
12 7 (6.73%) Laravel
12 7 (6.73%) Ruby on Rails
13 6 (5.77%) React
13 6 (5.77%) Twisted
Miscellaneous
1 20 (19.23%) Fintech
2 19 (18.27%) Mobile App
3 16 (15.38%) Greenfield Project
4 10 (9.62%) Algorithms
5 6 (5.77%) Computer Science
5 6 (5.77%) User Experience
6 4 (3.85%) Linux Command Line
6 4 (3.85%) Mobile Payment
7 2 (1.92%) Data Structures
8 1 (0.96%) Analytical Skills
8 1 (0.96%) Bitcoin
8 1 (0.96%) Clustering
Operating Systems
1 46 (44.23%) Linux
2 18 (17.31%) Ubuntu
3 16 (15.38%) Debian
4 6 (5.77%) Android
5 4 (3.85%) Apple iOS
6 1 (0.96%) Unix
6 1 (0.96%) VMS
6 1 (0.96%) Windows
Processes & Methodologies
1 52 (50.00%) Agile Software Development
2 42 (40.38%) TDD
3 31 (29.81%) Scrum
4 24 (23.08%) DevOps
4 24 (23.08%) Unit Testing
5 17 (16.35%) OO
5 17 (16.35%) Software Engineering
6 16 (15.38%) Information Architecture
7 15 (14.42%) SOA
8 13 (12.50%) OOP
9 12 (11.54%) Analytics
10 11 (10.58%) Open Source
11 9 (8.65%) Machine Learning
12 7 (6.73%) Continuous Integration
12 7 (6.73%) Front End Development
12 7 (6.73%) Kanban
12 7 (6.73%) Microservices
13 6 (5.77%) Web Application Development
14 5 (4.81%) Automated Testing
14 5 (4.81%) Mathematics
Programming Languages
1 103 (99.04%) Python
2 38 (36.54%) JavaScript
3 21 (20.19%) PHP
4 20 (19.23%) SQL
5 12 (11.54%) Go
6 11 (10.58%) Ruby
7 9 (8.65%) Java
8 5 (4.81%) R
9 4 (3.85%) C#
10 2 (1.92%) CoffeeScript
10 2 (1.92%) ES6
10 2 (1.92%) TypeScript
11 1 (0.96%) C
11 1 (0.96%) C++
11 1 (0.96%) Clojure
11 1 (0.96%) Erlang
11 1 (0.96%) Haskell
11 1 (0.96%) Lisp
11 1 (0.96%) MATLAB
11 1 (0.96%) Scala
Qualifications
1 10 (9.62%) Degree
Quality Assurance & Compliance
1 17 (16.35%) QA
System Software
1 31 (29.81%) Docker
2 8 (7.69%) Varnish
3 1 (0.96%) Active Directory
3 1 (0.96%) iptables
3 1 (0.96%) XenServer
Systems Management
1 26 (25.00%) Ansible
2 8 (7.69%) Puppet
3 4 (3.85%) Opscode Chef
4 3 (2.88%) Kibana
4 3 (2.88%) logstash
5 2 (1.92%) Terraform
6 1 (0.96%) Kubernetes
6 1 (0.96%) Nagios
6 1 (0.96%) Prometheus
6 1 (0.96%) Salt
6 1 (0.96%) StatsD
Vendors
1 3 (2.88%) Salesforce.com
1 3 (2.88%) Tableau
2 2 (1.92%) Google
3 1 (0.96%) Apple
3 1 (0.96%) Oracle
3 1 (0.96%) SaltStack
3 1 (0.96%) Twitter
3 1 (0.96%) VMware
Edinburgh, Midlothian
Search Consultancy
Salary: 4 day week, paid for 5 days
Posted: 5 hours ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 2 days ago
London
Engage PSG
Salary: £70000 - £80000 per annum + benefits
Posted: 5 days ago
West London
Networkers
Salary: £40000 - £70000 per annum + benefits
Posted: 5 days ago
Guildford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 8 days ago
Croydon
Client Server
Salary: £45k to £60k + benefits
Posted: 19 days ago