Period
to 2 August 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Dask skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dask over the 6 months to 2 August 2021 with a comparison to the same period in the previous 2 years.

Dask
UK > England
6 months to
2 Aug 2021
Same period 2020 Same period 2019
Rank 918 765 1062
Rank change year-on-year -153 +297 -
Permanent jobs citing Dask 44 7 12
As % of all permanent jobs advertised in England 0.044% 0.011% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.027% 0.024%
Number of salaries quoted 23 5 10
10th Percentile £37,500 £55,200 £47,500
25th Percentile £48,750 £55,500 £53,125
Median annual salary (50th Percentile) £65,000 £80,000 £67,500
Median % change year-on-year -18.75% +18.52% -
75th Percentile £250,000 £120,000 £80,000
90th Percentile " £168,000 £97,500
UK median annual salary £65,000 £70,500 £67,500
% change year-on-year -7.80% +4.44% -

Dask 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 advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 41,594 25,514 50,196
As % of all permanent IT jobs advertised in England 41.52% 40.82% 37.65%
Number of salaries quoted 27,595 21,544 42,108
10th Percentile £36,250 £33,750 £32,000
25th Percentile £44,000 £42,500 £39,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +10.00%
75th Percentile £77,500 £75,000 £72,500
90th Percentile £95,000 £93,750 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Dask
Job Vacancy Trend in England

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

Job vacancy trend for Dask in England

Dask
Salary Trend in England

3-month moving average salary quoted in jobs citing Dask in England.

Salary trend for Dask in England

Dask
Salary Histogram in England

Salary distribution for jobs citing Dask in England over the 6 months to 2 August 2021.

Salary histogram for Dask in England

Dask
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dask within the England region over the 6 months to 2 August 2021. 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
London -100 34 £250,000 +212.50%
Midlands - 3 £40,000 - 1
South East - 3 £52,500 -
West Midlands - 3 £40,000 - 1
North of England - 2 £72,500 - 2
South West - 2 £40,000 -
North West - 2 £72,500 - 2
Dask
UK

For the 6 months to 2 August 2021, IT jobs citing Dask 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 across the England region with a requirement for Dask.

1 44 (100.00%) Python
2 38 (86.36%) Apache Spark
3 37 (84.09%) Machine Learning
4 34 (77.27%) SQL
5 31 (70.45%) Data Science
6 21 (47.73%) Finance
6 21 (47.73%) Docker
7 19 (43.18%) Pandas
8 18 (40.91%) Apache Airflow
8 18 (40.91%) Hadoop
8 18 (40.91%) AWS
8 18 (40.91%) NumPy
9 15 (34.09%) Algorithms
10 14 (31.82%) Fintech
10 14 (31.82%) Fraud Detection
10 14 (31.82%) Samsung
10 14 (31.82%) Unix
10 14 (31.82%) Shell Script
10 14 (31.82%) Amazon S3
11 12 (27.27%) Artificial Intelligence
11 12 (27.27%) Degree
11 12 (27.27%) Agile Software Development
11 12 (27.27%) Kubernetes
12 11 (25.00%) scikit-learn
12 11 (25.00%) Big Data
12 11 (25.00%) Hedge funds
12 11 (25.00%) Equities
13 10 (22.73%) Open Source
13 10 (22.73%) GCP
13 10 (22.73%) Performance Optimisation

Dask
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 38 (86.36%) Apache Spark
2 18 (40.91%) Apache Airflow
3 8 (18.18%) Jupyter
4 6 (13.64%) Elasticsearch
5 1 (2.27%) Apache
Cloud Services
1 18 (40.91%) AWS
2 14 (31.82%) Amazon S3
3 10 (22.73%) GCP
4 7 (15.91%) Amazon Kinesis
4 7 (15.91%) Azure
4 7 (15.91%) dbt
5 6 (13.64%) Serverless
6 4 (9.09%) AWS Lambda
6 4 (9.09%) PaaS
7 3 (6.82%) AWS Step Functions
8 2 (4.55%) Amazon CloudWatch
8 2 (4.55%) Amazon Cognito
8 2 (4.55%) Amazon ECS
8 2 (4.55%) AWS CloudFormation
8 2 (4.55%) AWS CodePipeline
8 2 (4.55%) AWS Fargate
8 2 (4.55%) IaaS
8 2 (4.55%) SaaS
8 2 (4.55%) Virtual Private Cloud
Database & Business Intelligence
1 18 (40.91%) Hadoop
2 11 (25.00%) Big Data
3 9 (20.45%) Amazon DynamoDB
4 5 (11.36%) Metadata
5 4 (9.09%) Relational Database
5 4 (9.09%) SQL Server
6 3 (6.82%) Amazon Athena
6 3 (6.82%) BigQuery
6 3 (6.82%) Presto
7 2 (4.55%) Geospatial Data
8 1 (2.27%) Data Mining
Development Applications
1 2 (4.55%) Git (software)
1 2 (4.55%) Jenkins
2 1 (2.27%) Octopus Deploy
General
1 21 (47.73%) Finance
2 4 (9.09%) Law
2 4 (9.09%) Social Skills
3 2 (4.55%) Marketing
3 2 (4.55%) Public Sector
3 2 (4.55%) Retail
4 1 (2.27%) Automotive
Job Titles
1 15 (34.09%) Data Scientist
1 15 (34.09%) Developer
2 14 (31.82%) Python Developer
3 7 (15.91%) Apache Spark Developer
3 7 (15.91%) Machine Learning Engineer
4 5 (11.36%) Data Engineer
5 3 (6.82%) Python Engineer
6 2 (4.55%) Senior Data Engineer
6 2 (4.55%) Senior Developer
6 2 (4.55%) Senior Python Developer
7 1 (2.27%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 19 (43.18%) Pandas
2 18 (40.91%) NumPy
3 11 (25.00%) scikit-learn
4 8 (18.18%) RESTful
5 7 (15.91%) Django
5 7 (15.91%) Kafka
5 7 (15.91%) PyArrow
6 6 (13.64%) Flask
6 6 (13.64%) PySpark
6 6 (13.64%) PyTorch
7 4 (9.09%) TensorFlow
8 3 (6.82%) Keras
8 3 (6.82%) React
9 2 (4.55%) OAuth
9 2 (4.55%) OpenCV
9 2 (4.55%) PyMC3
9 2 (4.55%) pytest
10 1 (2.27%) MXNet
10 1 (2.27%) Node.js
10 1 (2.27%) REST
Miscellaneous
1 15 (34.09%) Algorithms
2 11 (25.00%) Equities
2 11 (25.00%) Hedge funds
3 4 (9.09%) Derivative
3 4 (9.09%) Fixed Income
4 1 (2.27%) Podcast
Operating Systems
1 14 (31.82%) Unix
2 5 (11.36%) Linux
Processes & Methodologies
1 37 (84.09%) Machine Learning
2 31 (70.45%) Data Science
3 14 (31.82%) Fintech
3 14 (31.82%) Fraud Detection
4 12 (27.27%) Agile Software Development
4 12 (27.27%) Artificial Intelligence
5 10 (22.73%) Open Source
5 10 (22.73%) Performance Optimisation
6 9 (20.45%) Statistics
7 8 (18.18%) Prototyping
7 8 (18.18%) Task Automation
8 7 (15.91%) Actionable Insight
8 7 (15.91%) Analytics
8 7 (15.91%) Anomaly Detection
8 7 (15.91%) Decision Tree
8 7 (15.91%) Experimental Design
8 7 (15.91%) Exploratory Analysis
8 7 (15.91%) Parallel Processing
8 7 (15.91%) Software Engineering
8 7 (15.91%) Workflow Management
Programming Languages
1 44 (100.00%) Python
2 34 (77.27%) SQL
3 14 (31.82%) Shell Script
4 7 (15.91%) C#
5 6 (13.64%) Scala
6 4 (9.09%) C
7 2 (4.55%) C++
7 2 (4.55%) MATLAB
7 2 (4.55%) R
8 1 (2.27%) JavaScript
Qualifications
1 12 (27.27%) Degree
2 4 (9.09%) PhD
3 2 (4.55%) Computer Science Degree
Quality Assurance & Compliance
1 3 (6.82%) Data Quality
System Software
1 21 (47.73%) Docker
Systems Management
1 12 (27.27%) Kubernetes
2 2 (4.55%) Ansible
2 2 (4.55%) Terraform
Vendors
1 14 (31.82%) Samsung
2 4 (9.09%) Instagram
2 4 (9.09%) Sybase
3 2 (4.55%) Salesforce.com