Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Celery Task Queue
UK
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 1044 1084 1145
Rank change year-on-year +40 +61 +109
Permanent jobs citing Celery 152 111 131
As % of all permanent IT jobs advertised in the UK 0.088% 0.064% 0.065%
As % of the Libraries, Frameworks & Software Standards category 0.22% 0.16% 0.17%
Number of salaries quoted 146 96 124
UK median annual salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.29% -4.55%
10th Percentile £43,750 £36,250 £28,750
90th Percentile £84,375 £77,500 £71,250
UK excluding London median annual salary £50,000 £65,000 £28,750
% change year-on-year -23.08% +126.09% -23.33%

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 70,447 70,211 78,166
As % of all permanent IT jobs advertised in the UK 40.83% 40.69% 38.87%
Number of salaries quoted 58,887 59,424 67,534
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 21 June 2018.

Salary histogram for Celery in the UK

Celery
Top 8 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 21 June 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 +45 143 £60,000 - 28
London +26 97 £70,000 +21.74% 21
UK excluding London 0 50 £50,000 -23.08% 9
South East +14 45 £50,000 -23.08% 7
Scotland -34 4 £42,500 +6.25% 2
Yorkshire +15 1 £32,500 -27.78%
North of England +14 1 £32,500 -7.14%
South West - 1 £55,000 -

For the 6 months to 21 June 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.

1 143 (94.08%) Python
2 109 (71.71%) Django
3 87 (57.24%) PostgreSQL
4 75 (49.34%) Docker
5 72 (47.37%) RabbitMQ
6 51 (33.55%) Linux
7 49 (32.24%) Agile Software Development
7 49 (32.24%) Redis
8 48 (31.58%) Git (software)
9 45 (29.61%) REST
10 43 (28.29%) nginx
11 41 (26.97%) JavaScript
12 40 (26.32%) Amazon AWS
13 35 (23.03%) Jenkins
13 35 (23.03%) Ansible
14 33 (21.71%) TDD
14 33 (21.71%) HTML
15 32 (21.05%) Finance
15 32 (21.05%) Fintech
16 30 (19.74%) SQL
16 30 (19.74%) CSS
16 30 (19.74%) Ruby
17 29 (19.08%) Ubuntu
18 27 (17.76%) SQLAlchemy
19 26 (17.11%) C#
20 25 (16.45%) Degree
21 23 (15.13%) Ruby on Rails
21 23 (15.13%) vSphere
21 23 (15.13%) Scrum
21 23 (15.13%) Twisted

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 43 (28.29%) nginx
2 6 (3.95%) uWSGI
3 4 (2.63%) Apache
3 4 (2.63%) Apache Spark
3 4 (2.63%) Jupyter
3 4 (2.63%) Luigi
3 4 (2.63%) SAS
3 4 (2.63%) Tornado
4 3 (1.97%) Elasticsearch
4 3 (1.97%) Gunicorn
5 2 (1.32%) IIS
6 1 (0.66%) MS Exchange
Applications
1 1 (0.66%) Microsoft Office
Business Applications
1 2 (1.32%) Dynamics NAV
2 1 (0.66%) Dynamics CRM
Cloud Services
1 40 (26.32%) Amazon AWS
2 17 (11.18%) GitHub
3 12 (7.89%) Amazon SQS
4 11 (7.24%) SaaS
5 10 (6.58%) Heroku
6 6 (3.95%) Amazon S3
6 6 (3.95%) Serverless
7 5 (3.29%) Amazon EC2
7 5 (3.29%) AWS Lambda
7 5 (3.29%) Microsoft Azure
8 4 (2.63%) Amazon ELB
8 4 (2.63%) Slack
9 3 (1.97%) AWS CloudFormation
10 2 (1.32%) Amazon Kinesis
11 1 (0.66%) Amazon CloudWatch
11 1 (0.66%) CloudFront
11 1 (0.66%) Google Cloud Platform
11 1 (0.66%) Google Compute Engine
11 1 (0.66%) Office 365
Communications & Networking
1 4 (2.63%) HTTP
2 2 (1.32%) SMTP
3 1 (0.66%) AMQP
3 1 (0.66%) Reverse Proxy
3 1 (0.66%) VoIP
3 1 (0.66%) Wireless
Database & Business Intelligence
1 87 (57.24%) PostgreSQL
2 49 (32.24%) Redis
3 20 (13.16%) Amazon DynamoDB
4 10 (6.58%) NoSQL
5 9 (5.92%) MySQL
6 7 (4.61%) Relational Database
7 6 (3.95%) MongoDB
8 5 (3.29%) Blockchain
9 4 (2.63%) Amazon RDS
9 4 (2.63%) Big Data
10 3 (1.97%) SQL Server
11 2 (1.32%) RDBMS
11 2 (1.32%) SAP Data Services
12 1 (0.66%) Apache Cassandra
12 1 (0.66%) VoltDB
Development Applications
1 48 (31.58%) Git (software)
2 35 (23.03%) Jenkins
3 23 (15.13%) WiX
4 7 (4.61%) Vagrant
5 6 (3.95%) GitLab
6 5 (3.29%) CircleCI
7 3 (1.97%) GoCD
8 2 (1.32%) Bitbucket
8 2 (1.32%) webpack
9 1 (0.66%) git-flow
9 1 (0.66%) JIRA
General
1 32 (21.05%) Finance
2 13 (8.55%) Retail
3 7 (4.61%) Legal
4 6 (3.95%) Banking
4 6 (3.95%) Games
5 5 (3.29%) Marketing
6 2 (1.32%) Law
7 1 (0.66%) Advertising
7 1 (0.66%) Financial Institution
Job Titles
1 126 (82.89%) Developer
2 108 (71.05%) Python Developer
3 51 (33.55%) Django Developer
4 38 (25.00%) Python/Django Developer
5 25 (16.45%) Software Developer
6 23 (15.13%) Senior Developer
7 18 (11.84%) Senior Python Developer
8 14 (9.21%) Python Engineer
9 13 (8.55%) JavaScript Developer
10 12 (7.89%) Cloud Developer
11 9 (5.92%) Lead Developer
12 7 (4.61%) Full Stack Developer
12 7 (4.61%) Python Developer - Fintech
13 5 (3.29%) Software Engineer
14 4 (2.63%) Data Engineer
14 4 (2.63%) PostgreSQL Developer
14 4 (2.63%) Python Software Engineer
15 3 (1.97%) Blockchain Developer
15 3 (1.97%) DevOps Engineer
16 2 (1.32%) Data Scientist
Libraries, Frameworks & Software Standards
1 109 (71.71%) Django
2 72 (47.37%) RabbitMQ
3 45 (29.61%) REST
4 33 (21.71%) HTML
5 30 (19.74%) CSS
6 27 (17.76%) SQLAlchemy
7 23 (15.13%) Ruby on Rails
7 23 (15.13%) Twisted
8 22 (14.47%) wxWidgets
9 19 (12.50%) Flask
10 18 (11.84%) HTML5
11 17 (11.18%) React
12 15 (9.87%) Web Services
13 12 (7.89%) GraphQL
13 12 (7.89%) RESTful
14 11 (7.24%) AngularJS
15 10 (6.58%) Memcached
15 10 (6.58%) Natural Language Processing
16 9 (5.92%) Kafka
17 6 (3.95%) Sass
Miscellaneous
1 32 (21.05%) Fintech
2 22 (14.47%) Mobile App
3 18 (11.84%) User Experience
4 17 (11.18%) Algorithms
5 11 (7.24%) Computer Science
6 10 (6.58%) Social Network
7 8 (5.26%) Greenfield Project
8 7 (4.61%) Mobile Wallet
9 5 (3.29%) Self-Motivation
10 4 (2.63%) Bitcoin
11 3 (1.97%) Analytical Skills
12 1 (0.66%) Data Structures
12 1 (0.66%) Hybrid Cloud
12 1 (0.66%) Replication
12 1 (0.66%) Virtual Team
Operating Systems
1 51 (33.55%) Linux
2 29 (19.08%) Ubuntu
3 2 (1.32%) Debian
3 2 (1.32%) Unix
3 2 (1.32%) Windows
3 2 (1.32%) Windows Server
4 1 (0.66%) Amazon Linux
4 1 (0.66%) Android
4 1 (0.66%) Apple iOS
4 1 (0.66%) CentOS
4 1 (0.66%) Mac OS
Processes & Methodologies
1 49 (32.24%) Agile Software Development
2 33 (21.71%) TDD
3 23 (15.13%) Scrum
4 22 (14.47%) Software Engineering
5 21 (13.82%) Cybersecurity
5 21 (13.82%) Task Automation
6 18 (11.84%) Machine Learning
7 16 (10.53%) DevOps
7 16 (10.53%) Mentoring
8 15 (9.87%) Artificial Intelligence
9 14 (9.21%) Data Analysis
10 13 (8.55%) High Availability
10 13 (8.55%) Kanban
10 13 (8.55%) Microservices
11 12 (7.89%) Project Management
11 12 (7.89%) Test Automation
12 11 (7.24%) Data Science
13 10 (6.58%) Continuous Improvement
13 10 (6.58%) Data Protection
13 10 (6.58%) Web Development
Programming Languages
1 143 (94.08%) Python
2 41 (26.97%) JavaScript
3 30 (19.74%) Ruby
3 30 (19.74%) SQL
4 26 (17.11%) C#
5 21 (13.82%) C
6 11 (7.24%) PHP
7 7 (4.61%) Java
8 6 (3.95%) Bash Shell
9 4 (2.63%) C++
9 4 (2.63%) R
10 2 (1.32%) Go
10 2 (1.32%) MATLAB
11 1 (0.66%) ES6
11 1 (0.66%) TypeScript
Qualifications
1 25 (16.45%) Degree
2 1 (0.66%) Master's Degree
Quality Assurance & Compliance
1 14 (9.21%) QA
System Software
1 75 (49.34%) Docker
2 23 (15.13%) vSphere
3 2 (1.32%) Squid
4 1 (0.66%) VirtualBox
4 1 (0.66%) VMware Infrastructure
Systems Management
1 35 (23.03%) Ansible
2 23 (15.13%) HAProxy
3 13 (8.55%) Kubernetes
4 12 (7.89%) Puppet
5 5 (3.29%) Opscode Chef
6 4 (2.63%) Terraform
7 2 (1.32%) Nagios
8 1 (0.66%) ZABBIX
Vendors
1 4 (2.63%) SaltStack
2 2 (1.32%) Informatica
2 2 (1.32%) SAP
2 2 (1.32%) Tableau
2 2 (1.32%) Talend
3 1 (0.66%) Google
3 1 (0.66%) Microsoft
3 1 (0.66%) Salesforce.com
3 1 (0.66%) VMware