Period
to 19 August 2017

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

Celery Task Queue
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 1084 1167 1238
Rank change year-on-year +83 +71 +61
Permanent jobs citing Celery 99 97 58
As % of all permanent IT jobs advertised in the UK 0.056% 0.049% 0.027%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.13% 0.070%
Number of salaries quoted 88 89 58
UK median annual salary £60,000 £52,500 £55,000
Median salary % change year-on-year +14.29% -4.55% +22.22%
10th Percentile £38,375 £27,500 £31,875
90th Percentile £77,500 £71,500 £67,500
UK excluding London median annual salary £65,000 £28,750 £40,000
% change year-on-year +126.09% -28.13% -11.11%

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 71603 76463 82280
As % of all permanent IT job vacancies advertised in the UK 40.47% 38.77% 37.85%
Number of salaries quoted 59634 66386 70152
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 August 2017.

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 August 2017. 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 +85 93 £60,000 +14.29% 7
London +19 65 £57,500 +4.55% 6
UK excluding London +86 34 £65,000 +126.09% 2
South East +84 27 £65,000 +136.36% 1
Scotland +15 6 £40,000 -27.27% 1
Yorkshire +25 1 £45,000 -
North of England -14 1 £45,000 +38.46%

For the 6 months to 19 August 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 97 (97.98%) Python
2 85 (85.86%) Django
3 59 (59.60%) PostgreSQL
4 56 (56.57%) Linux
5 54 (54.55%) Agile Software Development
5 54 (54.55%) Flask
6 52 (52.53%) TDD
7 45 (45.45%) Docker
8 40 (40.40%) Scrum
8 40 (40.40%) JavaScript
9 35 (35.35%) RabbitMQ
10 32 (32.32%) Apache Cassandra
10 32 (32.32%) Web Services
11 29 (29.29%) Ansible
12 28 (28.28%) RESTful
13 27 (27.27%) nginx
14 26 (26.26%) Amazon AWS
15 24 (24.24%) CSS
16 23 (23.23%) Mobile App
17 22 (22.22%) uWSGI
17 22 (22.22%) Git (software)
18 21 (21.21%) QA
18 21 (21.21%) Fintech
19 20 (20.20%) GitLab
19 20 (20.20%) Unit Testing
20 19 (19.19%) Debian
20 19 (19.19%) Ubuntu
20 19 (19.19%) Information Architecture
21 18 (18.18%) HTML
21 18 (18.18%) 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 27 (27.27%) nginx
2 22 (22.22%) uWSGI
3 11 (11.11%) Elasticsearch
4 7 (7.07%) Tornado
5 5 (5.05%) Apache Spark
6 2 (2.02%) Confluence
6 2 (2.02%) Gunicorn
7 1 (1.01%) Apache Airflow
7 1 (1.01%) Luigi
7 1 (1.01%) OpenStack
Cloud Services
1 26 (26.26%) Amazon AWS
2 8 (8.08%) Amazon EC2
3 7 (7.07%) GitHub
4 5 (5.05%) Microsoft Azure
5 4 (4.04%) AWS Lambda
5 4 (4.04%) SaaS
6 3 (3.03%) Amazon S3
7 2 (2.02%) Amazon ELB
7 2 (2.02%) Heroku
8 1 (1.01%) Google Cloud Platform
Communications & Networking
1 2 (2.02%) DNS
2 1 (1.01%) Firewall
2 1 (1.01%) HTTP
2 1 (1.01%) SSH
2 1 (1.01%) SSL
Database & Business Intelligence
1 59 (59.60%) PostgreSQL
2 32 (32.32%) Apache Cassandra
3 17 (17.17%) MySQL
4 12 (12.12%) MongoDB
5 8 (8.08%) Redis
6 6 (6.06%) NoSQL
7 5 (5.05%) Amazon DynamoDB
7 5 (5.05%) Big Data
8 4 (4.04%) Relational Database
9 2 (2.02%) Amazon RDS
9 2 (2.02%) Hadoop
10 1 (1.01%) GIS
10 1 (1.01%) Neo4j
10 1 (1.01%) RDBMS
10 1 (1.01%) SQL Server
Development Applications
1 22 (22.22%) Git (software)
2 20 (20.20%) GitLab
3 12 (12.12%) Jenkins
4 7 (7.07%) Bitbucket
5 5 (5.05%) GoCD
6 4 (4.04%) Bower
6 4 (4.04%) gulp
6 4 (4.04%) JIRA
6 4 (4.04%) Vagrant
7 3 (3.03%) Atlassian Bamboo
7 3 (3.03%) Selenium
7 3 (3.03%) Travis CI
8 2 (2.02%) Appium
8 2 (2.02%) Phabricator
8 2 (2.02%) Robotium
9 1 (1.01%) Robot Framework
General
1 18 (18.18%) Finance
2 4 (4.04%) Retail
3 3 (3.03%) Music Industry
4 2 (2.02%) Advertising
4 2 (2.02%) Marketing
5 1 (1.01%) Financial Institution
5 1 (1.01%) Games
Job Titles
1 88 (88.89%) Developer
2 85 (85.86%) Python Developer
3 34 (34.34%) Django Developer
3 34 (34.34%) Python/Django Developer
4 10 (10.10%) Lead Developer
4 10 (10.10%) Senior Developer
5 9 (9.09%) Senior Python Developer
6 5 (5.05%) Full Stack Developer
7 4 (4.04%) Agile Developer
8 3 (3.03%) Python Software Engineer
8 3 (3.03%) Software Engineer
9 2 (2.02%) Administrator
9 2 (2.02%) Applications Developer
9 2 (2.02%) Architect
9 2 (2.02%) HTML Developer
9 2 (2.02%) QA Engineer
9 2 (2.02%) Systems Administrator
9 2 (2.02%) Team Leader
9 2 (2.02%) Technical Architect
9 2 (2.02%) Technical Developer
Libraries, Frameworks & Software Standards
1 85 (85.86%) Django
2 54 (54.55%) Flask
3 35 (35.35%) RabbitMQ
4 32 (32.32%) Web Services
5 28 (28.28%) RESTful
6 24 (24.24%) CSS
7 18 (18.18%) AngularJS
7 18 (18.18%) HTML
8 14 (14.14%) REST
9 10 (10.10%) jQuery
10 9 (9.09%) NumPy
10 9 (9.09%) SQLAlchemy
11 8 (8.08%) Node.js
11 8 (8.08%) WebSockets
12 7 (7.07%) Ruby on Rails
12 7 (7.07%) Twitter Bootstrap
13 6 (6.06%) Laravel
13 6 (6.06%) React
14 5 (5.05%) CSS3
14 5 (5.05%) Sass
Miscellaneous
1 23 (23.23%) Mobile App
2 21 (21.21%) Fintech
3 11 (11.11%) Greenfield Project
4 4 (4.04%) User Experience
5 3 (3.03%) Computer Science
5 3 (3.03%) Linux Command Line
5 3 (3.03%) Mobile Payment
6 2 (2.02%) Algorithms
6 2 (2.02%) Enterprise Software
6 2 (2.02%) iPad
7 1 (1.01%) Client/Server
7 1 (1.01%) Clustering
7 1 (1.01%) Data Structures
7 1 (1.01%) Device Driver
Operating Systems
1 56 (56.57%) Linux
2 19 (19.19%) Debian
2 19 (19.19%) Ubuntu
3 6 (6.06%) Android
3 6 (6.06%) Apple iOS
4 3 (3.03%) Unix
5 2 (2.02%) Windows
Processes & Methodologies
1 54 (54.55%) Agile Software Development
2 52 (52.53%) TDD
3 40 (40.40%) Scrum
4 20 (20.20%) Unit Testing
5 19 (19.19%) Information Architecture
6 15 (15.15%) DevOps
6 15 (15.15%) Microservices
6 15 (15.15%) Test Automation
7 10 (10.10%) Continuous Integration
7 10 (10.10%) Kanban
8 8 (8.08%) E-Commerce
8 8 (8.08%) Machine Learning
8 8 (8.08%) OO
8 8 (8.08%) Open Source
8 8 (8.08%) SOA
8 8 (8.08%) Software Engineering
9 7 (7.07%) Analytics
9 7 (7.07%) Front End Development
10 6 (6.06%) Migration
10 6 (6.06%) SDLC
Programming Languages
1 97 (97.98%) Python
2 40 (40.40%) JavaScript
3 18 (18.18%) SQL
4 17 (17.17%) PHP
5 13 (13.13%) Java
6 12 (12.12%) Ruby
7 4 (4.04%) Scala
8 3 (3.03%) Go
8 3 (3.03%) R
9 2 (2.02%) C#
9 2 (2.02%) C++
10 1 (1.01%) C
10 1 (1.01%) CoffeeScript
10 1 (1.01%) TypeScript
Qualifications
1 5 (5.05%) Degree
2 3 (3.03%) Computer Science Degree
Quality Assurance & Compliance
1 21 (21.21%) QA
System Software
1 45 (45.45%) Docker
2 1 (1.01%) Active Directory
2 1 (1.01%) iptables
2 1 (1.01%) XenServer
Systems Management
1 29 (29.29%) Ansible
2 9 (9.09%) Puppet
3 7 (7.07%) Kubernetes
4 5 (5.05%) Opscode Chef
5 3 (3.03%) Marathon
6 2 (2.02%) Kibana
6 2 (2.02%) logstash
6 2 (2.02%) Terraform
7 1 (1.01%) Docker Swarm
7 1 (1.01%) Nagios
7 1 (1.01%) Prometheus
Vendors
1 3 (3.03%) SaltStack
2 1 (1.01%) Google
2 1 (1.01%) Oracle
2 1 (1.01%) Salesforce.com
2 1 (1.01%) Tableau
2 1 (1.01%) VMware