Period
to 19 February 2018

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 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Celery Task Queue
UK
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 1054 1067 1190
Rank change year-on-year +13 +123 +105
Permanent jobs citing Celery 130 112 114
As % of all permanent IT jobs advertised in the UK 0.074% 0.065% 0.054%
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.16% 0.14%
Number of salaries quoted 107 95 109
UK median annual salary £62,500 £57,500 £52,500
Median salary % change year-on-year +8.70% +9.52% -4.55%
10th Percentile £45,000 £31,750 £37,250
90th Percentile £82,500 £70,750 £67,750
UK excluding London median annual salary £56,250 £52,500 £35,000
% change year-on-year +7.14% +50.00% -

Celery is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71,640 68,477 81,184
As % of all permanent IT jobs advertised in the UK 40.81% 39.48% 38.51%
Number of salaries quoted 60,401 59,002 69,676
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,000
90th Percentile £78,000 £76,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Celery
Job Vacancy Trend

Job postings citing Celery as a percentage of all IT jobs advertised.

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 6 months to 19 February 2018.

Salary histogram for Celery in the UK

Celery
Top 7 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 6 months to 19 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +24 124 £62,500 +8.70% 29
London +5 81 £65,000 +13.04% 24
UK excluding London +7 41 £56,250 +7.14% 6
South East +25 28 £55,000 +5.77% 5
East of England - 12 £65,000 -
Scotland -46 1 £40,000 -5.88%
South West - 1 £55,000 -

For the 6 months to 19 February 2018, IT jobs citing Celery also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Celery.

1 108 (83.08%) Python
2 96 (73.85%) Django
3 49 (37.69%) PostgreSQL
3 49 (37.69%) JavaScript
4 48 (36.92%) Docker
5 43 (33.08%) RabbitMQ
6 40 (30.77%) Agile Software Development
7 39 (30.00%) Linux
8 36 (27.69%) Redis
9 35 (26.92%) REST
10 34 (26.15%) SQL
10 34 (26.15%) Git (software)
11 33 (25.38%) User Experience
12 30 (23.08%) Ruby
12 30 (23.08%) CSS
13 28 (21.54%) HTML
14 27 (20.77%) Amazon AWS
14 27 (20.77%) Flask
15 25 (19.23%) Computer Science
16 23 (17.69%) Ansible
17 22 (16.92%) Degree
17 22 (16.92%) Ruby on Rails
17 22 (16.92%) Software Engineering
18 21 (16.15%) nginx
18 21 (16.15%) Jenkins
18 21 (16.15%) High Availability
19 20 (15.38%) SQLAlchemy
20 18 (13.85%) Machine Learning
20 18 (13.85%) Ubuntu
21 17 (13.08%) C#

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 (16.15%) nginx
2 8 (6.15%) Elasticsearch
3 4 (3.08%) CMS
3 4 (3.08%) Drupal
4 3 (2.31%) IIS
4 3 (2.31%) uWSGI
5 2 (1.54%) Apache
5 2 (1.54%) Apache Airflow
5 2 (1.54%) Apache Spark
6 1 (0.77%) Apache Solr
6 1 (0.77%) Gunicorn
6 1 (0.77%) OpenStack
Business Applications
1 2 (1.54%) Dynamics NAV
Cloud Services
1 27 (20.77%) Amazon AWS
2 14 (10.77%) SaaS
3 10 (7.69%) GitHub
4 4 (3.08%) Amazon EC2
5 3 (2.31%) Amazon S3
5 3 (2.31%) Amazon SQS
5 3 (2.31%) Heroku
5 3 (2.31%) Serverless
6 2 (1.54%) AWS CloudFormation
6 2 (1.54%) AWS Lambda
6 2 (1.54%) CloudFront
6 2 (1.54%) Google Play
7 1 (0.77%) AWS Elastic Beanstalk
7 1 (0.77%) DigitalOcean
7 1 (0.77%) Google Cloud Platform
7 1 (0.77%) Google Compute Engine
Communications & Networking
1 7 (5.38%) HTTP
2 1 (0.77%) Reverse Proxy
2 1 (0.77%) SMTP
2 1 (0.77%) Wireless
Database & Business Intelligence
1 49 (37.69%) PostgreSQL
2 36 (27.69%) Redis
3 8 (6.15%) MongoDB
4 7 (5.38%) MySQL
5 6 (4.62%) SQL Server
6 5 (3.85%) Apache Cassandra
7 4 (3.08%) Amazon DynamoDB
7 4 (3.08%) Blockchain
8 3 (2.31%) Relational Database
9 2 (1.54%) Apache Hive
9 2 (1.54%) Big Data
9 2 (1.54%) Hadoop
9 2 (1.54%) Impala
10 1 (0.77%) NoSQL
Development Applications
1 34 (26.15%) Git (software)
2 21 (16.15%) Jenkins
3 14 (10.77%) WiX
4 7 (5.38%) Bitbucket
5 5 (3.85%) webpack
6 3 (2.31%) GitLab
6 3 (2.31%) GoCD
7 2 (1.54%) git-flow
7 2 (1.54%) Gradle
7 2 (1.54%) gulp
7 2 (1.54%) JUnit
7 2 (1.54%) Phabricator
8 1 (0.77%) CircleCI
8 1 (0.77%) Robot Framework
8 1 (0.77%) Vagrant
General
1 11 (8.46%) Finance
2 8 (6.15%) Banking
2 8 (6.15%) Pharmaceutical
3 6 (4.62%) Retail
4 4 (3.08%) Marketing
5 3 (2.31%) Games
6 2 (1.54%) Advertising
7 1 (0.77%) Billing
Job Titles
1 100 (76.92%) Developer
2 70 (53.85%) Python Developer
3 47 (36.15%) Django Developer
4 26 (20.00%) Python/Django Developer
5 17 (13.08%) Senior Developer
6 14 (10.77%) Senior Python Developer
7 12 (9.23%) Software Engineer
8 10 (7.69%) Lead Developer
8 10 (7.69%) Software Developer
9 6 (4.62%) AWS Developer
9 6 (4.62%) Front End Developer (Client-Side Developer)
10 5 (3.85%) HTML Developer
10 5 (3.85%) React Developer
11 4 (3.08%) Architect
11 4 (3.08%) JavaScript Developer
11 4 (3.08%) Lead Architect
11 4 (3.08%) PHP Developer
11 4 (3.08%) Technical Architect
11 4 (3.08%) Technical Developer
11 4 (3.08%) Technical Leader
Libraries, Frameworks & Software Standards
1 96 (73.85%) Django
2 43 (33.08%) RabbitMQ
3 35 (26.92%) REST
4 30 (23.08%) CSS
5 28 (21.54%) HTML
6 27 (20.77%) Flask
7 22 (16.92%) Ruby on Rails
8 20 (15.38%) SQLAlchemy
9 16 (12.31%) Web Services
10 15 (11.54%) Natural Language Processing
10 15 (11.54%) Twisted
11 14 (10.77%) HTML5
12 13 (10.00%) React
13 12 (9.23%) wxWidgets
14 10 (7.69%) Sass
15 9 (6.92%) CSS3
15 9 (6.92%) NumPy
15 9 (6.92%) RESTful
16 8 (6.15%) jQuery
16 8 (6.15%) Redux
Miscellaneous
1 33 (25.38%) User Experience
2 25 (19.23%) Computer Science
3 11 (8.46%) Fintech
4 9 (6.92%) Algorithms
5 8 (6.15%) Mobile App
6 6 (4.62%) Greenfield Project
7 4 (3.08%) Biotechnology
7 4 (3.08%) Bitcoin
7 4 (3.08%) Data Structures
7 4 (3.08%) iPad
7 4 (3.08%) Mobile Wallet
8 3 (2.31%) Blog
8 3 (2.31%) Linux Command Line
9 2 (1.54%) Social Network
10 1 (0.77%) Analytical Skills
10 1 (0.77%) Management Information System
10 1 (0.77%) Minimum Viable Product
10 1 (0.77%) Private Cloud
10 1 (0.77%) Replication
Operating Systems
1 39 (30.00%) Linux
2 18 (13.85%) Ubuntu
3 5 (3.85%) Debian
3 5 (3.85%) Unix
4 4 (3.08%) Android
4 4 (3.08%) Apple iOS
4 4 (3.08%) Windows
5 2 (1.54%) Windows Server
6 1 (0.77%) Mac OS
Processes & Methodologies
1 40 (30.77%) Agile Software Development
2 22 (16.92%) Software Engineering
3 21 (16.15%) High Availability
4 18 (13.85%) Machine Learning
5 16 (12.31%) TDD
6 13 (10.00%) Open Source
7 11 (8.46%) Cryptocurrency
7 11 (8.46%) Cybersecurity
7 11 (8.46%) Front End Development
7 11 (8.46%) OO
8 10 (7.69%) Continuous Deployment
8 10 (7.69%) Data Protection
8 10 (7.69%) Information Retrieval
8 10 (7.69%) Scrum
9 9 (6.92%) E-Commerce
9 9 (6.92%) Mentoring
9 9 (6.92%) Task Automation
10 8 (6.15%) OOP
11 7 (5.38%) Test Automation
11 7 (5.38%) Unit Testing
Programming Languages
1 108 (83.08%) Python
2 49 (37.69%) JavaScript
3 34 (26.15%) SQL
4 30 (23.08%) Ruby
5 17 (13.08%) C#
6 14 (10.77%) Haskell
6 14 (10.77%) PHP
7 13 (10.00%) Java
8 12 (9.23%) C
9 7 (5.38%) Go
10 6 (4.62%) Bash Shell
11 4 (3.08%) GraphQL
12 3 (2.31%) ES6
13 2 (1.54%) Erlang
13 2 (1.54%) Kotlin
14 1 (0.77%) C++
14 1 (0.77%) MATLAB
Qualifications
1 22 (16.92%) Degree
2 12 (9.23%) Computer Science Degree
3 2 (1.54%) PhD
Quality Assurance & Compliance
1 6 (4.62%) QA
System Software
1 48 (36.92%) Docker
2 14 (10.77%) vSphere
3 1 (0.77%) Squid
Systems Management
1 23 (17.69%) Ansible
2 14 (10.77%) HAProxy
3 13 (10.00%) Kubernetes
4 9 (6.92%) Puppet
5 4 (3.08%) Opscode Chef
6 2 (1.54%) Nagios
6 2 (1.54%) Terraform
7 1 (0.77%) Salt
Vendors
1 7 (5.38%) Microsoft
2 4 (3.08%) Zend
3 3 (2.31%) Google
4 2 (1.54%) Apple
5 1 (0.77%) Intel
5 1 (0.77%) SaltStack
5 1 (0.77%) Tableau
5 1 (0.77%) Xero