Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for scikit-learn skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited scikit-learn over the 6 months to 16 August 2022 with a comparison to the same period in the previous 2 years.

scikit-learn
UK > Work from Home
6 months to
16 Aug 2022
Same period 2021 Same period 2020
Rank 675 540 285
Rank change year-on-year -135 -255 +48
Permanent jobs citing scikit-learn 194 105 13
As % of all permanent jobs with a WFH option 0.26% 0.25% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.59% 0.53% 0.28%
Number of salaries quoted 51 41 12
10th Percentile £45,000 £35,000 £36,625
25th Percentile £66,875 £54,750 £40,000
Median annual salary (50th Percentile) £80,000 £75,000 £53,750
Median % change year-on-year +6.67% +39.53% -23.21%
75th Percentile £85,000 £92,500 £71,563
90th Percentile £107,500 £111,250 £83,375
UK median annual salary £80,000 £67,500 £76,250
% change year-on-year +18.52% -11.48% +11.64%

scikit-learn 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 WFH option and a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Work from Home
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 32,975 19,719 4,645
As % of all permanent jobs with a WFH option 43.75% 47.87% 52.43%
Number of salaries quoted 17,228 14,408 4,114
10th Percentile £40,000 £35,000 £35,000
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £63,900 £55,000 £55,000
Median % change year-on-year +16.18% - +3.77%
75th Percentile £82,500 £75,000 £72,500
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% +4.76%

scikit-learn
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing scikit-learn as a proportion of all IT jobs advertised.

scikit-learn trend for jobs with a WFH option

scikit-learn
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing scikit-learn.

scikit-learn salary trend for jobs with a WFH option

scikit-learn
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing scikit-learn over the 6 months to 16 August 2022.

scikit-learn salary histogram for jobs with a WFH option

For the 6 months to 16 August 2022, scikit-learn job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for scikit-learn.

1 187 (96.39%) Python
2 145 (74.74%) Data Science
3 126 (64.95%) Machine Learning
4 124 (63.92%) Analytics
5 117 (60.31%) TensorFlow
6 112 (57.73%) Artificial Intelligence
7 111 (57.22%) Pandas
8 106 (54.64%) NumPy
9 86 (44.33%) SQL
10 76 (39.18%) Social Skills
11 74 (38.14%) Natural Language Processing
12 73 (37.63%) Software Engineering
13 72 (37.11%) PostgreSQL
14 71 (36.60%) Algorithms
15 70 (36.08%) Docker
16 66 (34.02%) AWS
16 66 (34.02%) PyTorch
17 57 (29.38%) Deep Learning
18 50 (25.77%) R
18 50 (25.77%) Kubernetes
19 45 (23.20%) Finance
20 44 (22.68%) Java
21 43 (22.16%) Git (software)
21 43 (22.16%) Data Analytics
22 41 (21.13%) GCP
22 41 (21.13%) MATLAB
22 41 (21.13%) Agile
23 40 (20.62%) Neural Network
23 40 (20.62%) Flask
24 39 (20.10%) SciPy

scikit-learn
Co-occurring IT Skills with a WFH Option 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 23 (11.86%) Apache Spark
2 21 (10.82%) Gunicorn
3 17 (8.76%) Apache Airflow
4 12 (6.19%) Apache
5 11 (5.67%) Jupyter
6 4 (2.06%) nginx
6 4 (2.06%) SAS
7 1 (0.52%) Confluence
7 1 (0.52%) IBM Domino
7 1 (0.52%) Luigi
Applications
1 5 (2.58%) CPLEX
2 4 (2.06%) SPSS
Business Applications
1 7 (3.61%) Shopify
Cloud Services
1 66 (34.02%) AWS
2 41 (21.13%) GCP
3 29 (14.95%) Serverless
4 25 (12.89%) Amazon S3
5 21 (10.82%) Amazon SageMaker
6 18 (9.28%) Azure
7 17 (8.76%) AWS Lambda
8 16 (8.25%) SaaS
9 14 (7.22%) Slack
10 12 (6.19%) AWS Step Functions
11 9 (4.64%) Google Analytics
11 9 (4.64%) Google Data Studio
12 8 (4.12%) Amazon EC2
13 6 (3.09%) Cloud Computing
13 6 (3.09%) GitHub
14 5 (2.58%) Power Platform
15 4 (2.06%) npm
15 4 (2.06%) Yarn
16 3 (1.55%) Azure Machine Learning
17 1 (0.52%) Amazon SQS
Database & Business Intelligence
1 72 (37.11%) PostgreSQL
2 36 (18.56%) MongoDB
3 27 (13.92%) MySQL
3 27 (13.92%) Redis
4 24 (12.37%) Big Data
5 22 (11.34%) BigQuery
6 16 (8.25%) Amazon Athena
6 16 (8.25%) Tableau
7 14 (7.22%) Elasticsearch
8 13 (6.70%) Hadoop
8 13 (6.70%) Looker
9 12 (6.19%) Neo4j
10 11 (5.67%) Amazon Redshift
10 11 (5.67%) Data Lake
11 9 (4.64%) Data Warehouse
12 8 (4.12%) NoSQL
12 8 (4.12%) Relational Database
13 6 (3.09%) Data Mining
14 5 (2.58%) Power BI
15 4 (2.06%) QGIS
Development Applications
1 43 (22.16%) Git (software)
2 22 (11.34%) Bitbucket
3 21 (10.82%) webpack
4 5 (2.58%) CircleCI
4 5 (2.58%) IntelliJ
5 4 (2.06%) Cypress.io
5 4 (2.06%) Jenkins
5 4 (2.06%) Mocha
6 2 (1.03%) JIRA
6 2 (1.03%) Selenium
7 1 (0.52%) GitLab
General
1 76 (39.18%) Social Skills
2 45 (23.20%) Finance
3 28 (14.43%) Retail
4 24 (12.37%) Inclusion and Diversity
5 23 (11.86%) Marketing
6 16 (8.25%) Law
7 15 (7.73%) Analytical Skills
8 14 (7.22%) Automotive
9 13 (6.70%) Public Sector
10 12 (6.19%) Games
11 7 (3.61%) Financial Institution
12 6 (3.09%) Advertising
13 5 (2.58%) Aerospace
13 5 (2.58%) Aviation
13 5 (2.58%) Billing
13 5 (2.58%) Manufacturing
14 1 (0.52%) Documentation Skills
14 1 (0.52%) Georgian Language
14 1 (0.52%) Social Science
14 1 (0.52%) Telecoms
Job Titles
1 70 (36.08%) Data Scientist
2 32 (16.49%) Senior Data Scientist
3 28 (14.43%) Developer
4 24 (12.37%) Computer Scientist
4 24 (12.37%) Computer Vision Scientist
5 17 (8.76%) Python Developer
6 16 (8.25%) Data Engineer
6 16 (8.25%) Machine Learning Scientist
7 14 (7.22%) Analyst
7 14 (7.22%) Data Analyst
8 13 (6.70%) Research Scientist
8 13 (6.70%) Senior Computer Scientist
8 13 (6.70%) Software Engineer
9 11 (5.67%) Full Stack Developer
10 9 (4.64%) Senior Data Engineer
11 8 (4.12%) Python Engineer
12 7 (3.61%) Senior Software Engineer
13 6 (3.09%) Associate Director
13 6 (3.09%) Python Software Engineer
13 6 (3.09%) Senior Developer
Libraries, Frameworks & Software Standards
1 117 (60.31%) TensorFlow
2 111 (57.22%) Pandas
3 106 (54.64%) NumPy
4 66 (34.02%) PyTorch
5 40 (20.62%) Flask
6 39 (20.10%) SciPy
7 37 (19.07%) Matplotlib
8 36 (18.56%) React
9 35 (18.04%) Django
10 28 (14.43%) CSS
10 28 (14.43%) HTML
11 22 (11.34%) Keras
12 20 (10.31%) SpaCy
13 17 (8.76%) NLTK
13 17 (8.76%) XGBoost
14 14 (7.22%) FastAPI
15 13 (6.70%) Caffe
15 13 (6.70%) Kafka
15 13 (6.70%) Spring
16 12 (6.19%) Node.js
Miscellaneous
1 71 (36.60%) Algorithms
2 27 (13.92%) User Experience
3 24 (12.37%) Acoustics
3 24 (12.37%) Cyberattack
4 13 (6.70%) Cyber Defence
4 13 (6.70%) Cybercrime
4 13 (6.70%) Data Structures
5 11 (5.67%) Self-Motivation
5 11 (5.67%) Virtual Team
6 10 (5.15%) Renewable Energy
7 9 (4.64%) Legacy Systems
8 7 (3.61%) Blockchain
9 6 (3.09%) Digital Media
10 5 (2.58%) Cloud Native
10 5 (2.58%) Foreign Exchange (FX)
10 5 (2.58%) Industry 4.0
10 5 (2.58%) IoT
10 5 (2.58%) Life Science
10 5 (2.58%) Robotics
11 4 (2.06%) Fixed Income
Operating Systems
1 38 (19.59%) Linux
2 6 (3.09%) Unix
3 5 (2.58%) Windows
Processes & Methodologies
1 145 (74.74%) Data Science
2 126 (64.95%) Machine Learning
3 124 (63.92%) Analytics
4 112 (57.73%) Artificial Intelligence
5 74 (38.14%) Natural Language Processing
6 73 (37.63%) Software Engineering
7 57 (29.38%) Deep Learning
8 43 (22.16%) Data Analytics
9 41 (21.13%) Agile
10 40 (20.62%) Neural Network
11 39 (20.10%) Visualisation
12 38 (19.59%) Computer Vision
13 35 (18.04%) Mentoring
14 32 (16.49%) Reinforcement Learning
15 31 (15.98%) Project Management
16 29 (14.95%) Data Pipeline
17 28 (14.43%) Statistics
18 27 (13.92%) CI/CD
19 26 (13.40%) Data Visualisation
19 26 (13.40%) TDD
Programming Languages
1 187 (96.39%) Python
2 86 (44.33%) SQL
3 50 (25.77%) R
4 44 (22.68%) Java
5 41 (21.13%) MATLAB
6 39 (20.10%) JavaScript
7 23 (11.86%) C
8 21 (10.82%) Bash
9 10 (5.15%) TypeScript
10 8 (4.12%) Go
10 8 (4.12%) Ruby
11 5 (2.58%) C++
12 4 (2.06%) Julia
13 3 (1.55%) Scala
14 2 (1.03%) ES6
14 2 (1.03%) XPath
15 1 (0.52%) C#
Qualifications
1 38 (19.59%) PhD
2 16 (8.25%) Degree
3 10 (5.15%) Computer Science Degree
4 6 (3.09%) Master's Degree
5 3 (1.55%) AWS Certification
Quality Assurance & Compliance
1 4 (2.06%) Accessibility
1 4 (2.06%) GDPR
1 4 (2.06%) HIPAA
1 4 (2.06%) SOC 2
2 3 (1.55%) Data Quality
System Software
1 70 (36.08%) Docker
Systems Management
1 50 (25.77%) Kubernetes
2 8 (4.12%) Ansible
3 1 (0.52%) Grafana
3 1 (0.52%) Terraform
Vendors
1 30 (15.46%) Google
2 8 (4.12%) Databricks
3 5 (2.58%) Microsoft
4 4 (2.06%) MicroStrategy
4 4 (2.06%) Zopa
5 3 (1.55%) DataRobot
6 2 (1.03%) ESRI
7 1 (0.52%) Apple
7 1 (0.52%) Cisco