Period
to 15 July 2020

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Flask skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Flask over the 6 months to 15 July 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Flask
UK > England
6 months to
15 Jul 2020
Same period 2019 Same period 2018
Rank 416 562 689
Rank change year-on-year +146 +127 -45
Contract jobs citing Flask 139 268 162
As % of all contract jobs advertised in England 0.39% 0.32% 0.17%
As % of the Libraries, Frameworks & Software Standards category 1.26% 0.97% 0.50%
Number of daily rates quoted 97 199 116
Median daily rate £500 £550 £500
Median daily rate % change year-on-year -9.09% +10.00% -
10th Percentile £393 £407 £388
90th Percentile £660 £700 £575
UK median daily rate £500 £550 £500
% change year-on-year -9.09% +10.00% -
Number of hourly rates quoted 1 0 2
Median hourly rate £59.00 - £42.50
10th Percentile £57.00 - £36.50
90th Percentile £61.00 - £48.50
UK median hourly rate £59.00 - £42.50

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

All Software Libraries and Frameworks
England
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 11,042 27,515 32,459
As % of all contract IT jobs advertised in England 31.20% 32.44% 34.29%
Number of daily rates quoted 7,543 19,455 23,028
Median daily rate £500 £500 £475
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £335 £345 £319
90th Percentile £688 £650 £631
UK median daily rate £500 £490 £473
% change year-on-year +2.04% +3.70% +5.00%
Number of hourly rates quoted 156 285 361
Median hourly rate £35.00 £44.00 £41.50
Median hourly rate % change year-on-year -20.45% +6.02% +2.47%
10th Percentile £23.00 £18.50 £15.24
90th Percentile £63.38 £60.00 £57.50
Median hourly rate £35.00 £42.50 £41.00
% change year-on-year -17.65% +3.66% +2.17%

Flask
Job Vacancy Trend in England

Job postings citing Flask as a proportion of all IT jobs advertised in England.

Job vacancy trend for Flask in England

Flask
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Flask in England.

Daily rate trend for Flask in England

Flask
Daily Rate Histogram in England

Daily rate distribution for jobs citing Flask in England over the 6 months to 15 July 2020.

Daily rate histogram for Flask in England

Flask
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Flask in England.

Hourly rate trend for Flask in England

Flask
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Flask within the England region over the 6 months to 15 July 2020. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +68 93 £500 -9.09% 22
South West +101 24 £500 +11.11% 1
South East +152 12 £425 -5.56% 3
Midlands +93 6 £500 +29.03% 9
West Midlands +78 6 £500 +29.03% 9
North of England +92 2 £490 +6.75% 1
North West +64 2 £490 +12.64%
East of England +61 2 - -
Flask
UK

For the 6 months to 15 July 2020, IT contractor jobs citing Flask also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Flask.

1 135 (97.12%) Python
2 73 (52.52%) Django
3 54 (38.85%) Agile Software Development
4 45 (32.37%) JavaScript
5 38 (27.34%) Finance
5 38 (27.34%) Docker
6 36 (25.90%) SQL
7 29 (20.86%) Pandas
7 29 (20.86%) NumPy
8 26 (18.71%) Java
8 26 (18.71%) Git (software)
8 26 (18.71%) AWS
9 25 (17.99%) Azure
9 25 (17.99%) Linux
10 24 (17.27%) PostgreSQL
10 24 (17.27%) Banking
10 24 (17.27%) Software Engineering
11 22 (15.83%) TDD
11 22 (15.83%) Scrum
12 21 (15.11%) DevOps
12 21 (15.11%) Microservices
12 21 (15.11%) Kubernetes
12 21 (15.11%) Data Science
13 20 (14.39%) CSS
14 19 (13.67%) Analytics
15 18 (12.95%) Relational Database
15 18 (12.95%) NoSQL
16 17 (12.23%) SciPy
16 17 (12.23%) Continuous Deployment
17 16 (11.51%) React

Flask
Co-occurring IT Skills in England 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 16 (11.51%) Elasticsearch
2 8 (5.76%) Tornado
3 6 (4.32%) Apache Spark
4 5 (3.60%) Confluence
5 4 (2.88%) Apache
5 4 (2.88%) Gunicorn
5 4 (2.88%) nginx
6 3 (2.16%) GeoServer
7 1 (0.72%) Jupyter
7 1 (0.72%) Luigi
Applications
1 4 (2.88%) Adobe Illustrator
1 4 (2.88%) Figma
1 4 (2.88%) Photoshop
1 4 (2.88%) Sketch
1 4 (2.88%) Zeplin
2 1 (0.72%) Chatbot
Business Applications
1 4 (2.88%) SAP Oil and Gas
Cloud Services
1 26 (18.71%) AWS
2 25 (17.99%) Azure
3 10 (7.19%) GCP
4 8 (5.76%) Serverless
5 7 (5.04%) AWS Lambda
6 4 (2.88%) Amazon Alexa
6 4 (2.88%) Amazon EC2
6 4 (2.88%) Cloud Computing
7 3 (2.16%) Amazon EMR
7 3 (2.16%) AWS Step Functions
8 2 (1.44%) Amazon CloudWatch
8 2 (1.44%) Amazon S3
8 2 (1.44%) AWS CloudFormation
8 2 (1.44%) AWS CloudTrail
8 2 (1.44%) CloudFront
8 2 (1.44%) Coveralls
8 2 (1.44%) Heroku
9 1 (0.72%) Azure Functions
9 1 (0.72%) GitHub
9 1 (0.72%) SaaS
Communications & Networking
1 9 (6.47%) Internet
2 6 (4.32%) Firewall
2 6 (4.32%) HTTPS
3 5 (3.60%) HTTP
Database & Business Intelligence
1 24 (17.27%) PostgreSQL
2 18 (12.95%) NoSQL
2 18 (12.95%) Relational Database
3 12 (8.63%) Big Data
4 9 (6.47%) MySQL
5 5 (3.60%) Apache Hive
5 5 (3.60%) SAP HANA
6 4 (2.88%) Parquet
6 4 (2.88%) Redis
7 3 (2.16%) MariaDB
7 3 (2.16%) RDBMS
8 2 (1.44%) SQLite
9 1 (0.72%) Apache Cassandra
9 1 (0.72%) ArangoDB
9 1 (0.72%) Blockchain
9 1 (0.72%) Data Warehouse
9 1 (0.72%) Hadoop
9 1 (0.72%) KDB
9 1 (0.72%) MongoDB
9 1 (0.72%) Pentaho
Development Applications
1 26 (18.71%) Git (software)
2 13 (9.35%) Jenkins
3 11 (7.91%) GitLab
4 8 (5.76%) JIRA
5 5 (3.60%) Cucumber
5 5 (3.60%) Hudson
5 5 (3.60%) Mockito
5 5 (3.60%) ProC
6 3 (2.16%) CruiseControl
6 3 (2.16%) TeamCity
7 2 (1.44%) gulp
7 2 (1.44%) Selenium
7 2 (1.44%) SonarQube
8 1 (0.72%) Visual Studio Team System
General
1 38 (27.34%) Finance
2 24 (17.27%) Banking
3 7 (5.04%) Investment Banking
4 4 (2.88%) Front Office
4 4 (2.88%) Public Sector
5 2 (1.44%) Games
6 1 (0.72%) Financial Institution
Job Titles
1 106 (76.26%) Developer
2 84 (60.43%) Python Developer
3 15 (10.79%) Python Engineer
4 13 (9.35%) Django Developer
4 13 (9.35%) Senior Developer
5 10 (7.19%) Python/Django Developer
6 9 (6.47%) Senior Python Developer
7 7 (5.04%) Java Developer
7 7 (5.04%) Software Engineer
8 6 (4.32%) AWS Engineer
8 6 (4.32%) Full Stack Developer
9 5 (3.60%) Architect
9 5 (3.60%) AWS DevOps
9 5 (3.60%) AWS DevOps Engineer
9 5 (3.60%) Cloud Engineer
9 5 (3.60%) Data Engineer
9 5 (3.60%) DevOps Engineer
9 5 (3.60%) Lead DevOps
9 5 (3.60%) Software Developer
10 4 (2.88%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 73 (52.52%) Django
2 29 (20.86%) NumPy
2 29 (20.86%) Pandas
3 20 (14.39%) CSS
4 17 (12.23%) SciPy
5 16 (11.51%) React
6 15 (10.79%) RESTful
7 14 (10.07%) Spring Boot
8 13 (9.35%) SQLAlchemy
9 12 (8.63%) Kafka
10 11 (7.91%) HTML
11 10 (7.19%) AngularJS
11 10 (7.19%) Bokeh
11 10 (7.19%) Elastic Stack
11 10 (7.19%) REST
11 10 (7.19%) Web Services
12 9 (6.47%) Celery
12 9 (6.47%) Spring
13 7 (5.04%) RabbitMQ
13 7 (5.04%) Vue.js
Miscellaneous
1 8 (5.76%) User Experience
2 7 (5.04%) Analytical Skills
3 4 (2.88%) Data Structures
3 4 (2.88%) Graphic Design
3 4 (2.88%) Greenfield Project
3 4 (2.88%) Linux Command Line
4 3 (2.16%) Credit Risk
4 3 (2.16%) Hedge funds
4 3 (2.16%) Internet of Things
4 3 (2.16%) Mobile App
5 2 (1.44%) Enterprise Software
6 1 (0.72%) Equities
6 1 (0.72%) Fixed Income
6 1 (0.72%) Foreign Exchange (FX)
6 1 (0.72%) Self-Motivation
Operating Systems
1 25 (17.99%) Linux
2 6 (4.32%) Unix
3 5 (3.60%) Windows
4 4 (2.88%) Android
4 4 (2.88%) Apple iOS
Processes & Methodologies
1 54 (38.85%) Agile Software Development
2 24 (17.27%) Software Engineering
3 22 (15.83%) Scrum
3 22 (15.83%) TDD
4 21 (15.11%) Data Science
4 21 (15.11%) DevOps
4 21 (15.11%) Microservices
5 19 (13.67%) Analytics
6 17 (12.23%) Continuous Deployment
7 15 (10.79%) Continuous Integration
7 15 (10.79%) SOLID
8 13 (9.35%) Test Automation
9 11 (7.91%) Continuous Delivery
9 11 (7.91%) Infrastructure as Code
10 10 (7.19%) Problem-Solving
10 10 (7.19%) Project Delivery
11 9 (6.47%) BDD
11 9 (6.47%) Data Analytics
11 9 (6.47%) Kanban
11 9 (6.47%) SDLC
Programming Languages
1 135 (97.12%) Python
2 45 (32.37%) JavaScript
3 36 (25.90%) SQL
4 26 (18.71%) Java
5 5 (3.60%) Bash Shell
5 5 (3.60%) C++
5 5 (3.60%) PowerShell
5 5 (3.60%) Scala
6 4 (2.88%) C#
6 4 (2.88%) Ruby
7 1 (0.72%) ES6
7 1 (0.72%) Go
7 1 (0.72%) Java 8
7 1 (0.72%) TypeScript
Qualifications
1 12 (8.63%) SC Cleared
1 12 (8.63%) Security Cleared
2 5 (3.60%) AWS Certification
3 3 (2.16%) Degree
4 2 (1.44%) CTC Cleared
4 2 (1.44%) DV Cleared
5 1 (0.72%) DBS Check
5 1 (0.72%) PhD
System Software
1 38 (27.34%) Docker
Systems Management
1 21 (15.11%) Kubernetes
2 10 (7.19%) Terraform
3 7 (5.04%) Ansible
4 2 (1.44%) Docker Swarm
Vendors
1 16 (11.51%) Google
2 6 (4.32%) StreamSets
3 5 (3.60%) Cloudera
3 5 (3.60%) Hortonworks
3 5 (3.60%) SAP
4 1 (0.72%) Apiary