Period
to

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Kubeflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kubeflow over the 6 months to 21 May 2022 with a comparison to the same period in the previous 2 years.

Kubeflow
England > London
6 months to
21 May 2022
Same period 2021 Same period 2020
Rank 817 602 623
Rank change year-on-year -215 +21 +133
Permanent jobs citing Kubeflow 51 9 20
As % of all permanent jobs advertised in London 0.073% 0.026% 0.051%
As % of the Systems Management category 0.34% 0.13% 0.29%
Number of salaries quoted 19 7 19
10th Percentile £56,000 £46,250 -
25th Percentile £68,750 £63,125 £70,000
Median annual salary (50th Percentile) £80,000 £80,000 £80,000
Median % change year-on-year - - +39.13%
75th Percentile £110,000 £87,500 £90,000
90th Percentile - £124,500 -
England median annual salary £80,000 £70,000 £80,000
% change year-on-year +14.29% -12.50% +39.13%

Kubeflow is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 15,167 6,937 6,818
As % of all permanent IT jobs advertised in London 21.56% 20.15% 17.46%
Number of salaries quoted 6,203 5,202 5,555
10th Percentile £45,000 £46,250 £42,500
25th Percentile £57,500 £59,625 £55,000
Median annual salary (50th Percentile) £80,000 £75,000 £72,500
Median % change year-on-year +6.67% +3.45% +3.57%
75th Percentile £97,500 £92,500 £90,000
90th Percentile £115,000 £106,250 £105,000
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Kubeflow
Job Vacancy Trend in London

Job postings citing Kubeflow as a proportion of all IT jobs advertised in London.

Job vacancy trend for Kubeflow in London

Kubeflow
Salary Trend in London

3-month moving average salary quoted in jobs citing Kubeflow in London.

Salary trend for Kubeflow in London

Kubeflow
Salary Histogram in London

Salary distribution for jobs citing Kubeflow in London over the 6 months to 21 May 2022.

Salary histogram for Kubeflow in London

Kubeflow
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kubeflow within the London region over the 6 months to 21 May 2022. 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
Jobs
Central London -31 2 £107,500 +34.38% 1
Kubeflow
England

For the 6 months to 21 May 2022, IT jobs citing Kubeflow 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 London region with a requirement for Kubeflow.

1 50 (98.04%) Python
2 45 (88.24%) Machine Learning
3 31 (60.78%) Kubernetes
4 30 (58.82%) SQL
5 28 (54.90%) Finance
6 27 (52.94%) AWS
7 26 (50.98%) Data Science
8 25 (49.02%) Azure
9 24 (47.06%) Docker
9 24 (47.06%) Software Engineering
9 24 (47.06%) GCP
10 23 (45.10%) CI/CD
11 22 (43.14%) DevOps
12 21 (41.18%) Terraform
12 21 (41.18%) Artificial Intelligence
13 20 (39.22%) Ansible
13 20 (39.22%) Social Skills
14 19 (37.25%) Analytics
14 19 (37.25%) PostgreSQL
15 18 (35.29%) Linux
15 18 (35.29%) Jenkins
16 17 (33.33%) Agile
16 17 (33.33%) Mathematics
16 17 (33.33%) scikit-learn
17 16 (31.37%) TensorFlow
17 16 (31.37%) AWS CloudFormation
17 16 (31.37%) CircleCI
17 16 (31.37%) Keras
17 16 (31.37%) Problem-Solving
17 16 (31.37%) Istio

Kubeflow
Co-occurring IT Skills in London 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 9 (17.65%) Apache
2 8 (15.69%) Apache Airflow
3 7 (13.73%) Luigi
4 5 (9.80%) Apache Spark
5 4 (7.84%) SharePoint
6 3 (5.88%) Jupyter
Cloud Services
1 27 (52.94%) AWS
2 25 (49.02%) Azure
3 24 (47.06%) GCP
4 16 (31.37%) AWS CloudFormation
5 11 (21.57%) GitHub
6 10 (19.61%) Serverless
7 9 (17.65%) Azure Machine Learning
8 8 (15.69%) Vertex AI
9 6 (11.76%) Datadog
10 5 (9.80%) Amazon EKS
10 5 (9.80%) Amazon SageMaker
10 5 (9.80%) Azure Synapse Analytics
10 5 (9.80%) Cloud Computing
11 4 (7.84%) Amazon EC2
11 4 (7.84%) Amazon S3
12 2 (3.92%) Snowflake
13 1 (1.96%) dbt
Communications & Networking
1 6 (11.76%) Internet
1 6 (11.76%) TCP/IP
Database & Business Intelligence
1 19 (37.25%) PostgreSQL
2 12 (23.53%) Apache Cassandra
3 8 (15.69%) MySQL
4 7 (13.73%) Text Mining
5 5 (9.80%) Big Data
5 5 (9.80%) Relational Database
6 4 (7.84%) Amazon RDS
6 4 (7.84%) BigQuery
6 4 (7.84%) Hadoop
6 4 (7.84%) Looker
7 2 (3.92%) Data Warehouse
7 2 (3.92%) MongoDB
7 2 (3.92%) NoSQL
Development Applications
1 18 (35.29%) Jenkins
2 16 (31.37%) CircleCI
2 16 (31.37%) Git (software)
3 15 (29.41%) MLflow
4 10 (19.61%) Cucumber
4 10 (19.61%) GoCD
4 10 (19.61%) Selenium
5 7 (13.73%) git-flow
6 2 (3.92%) Bitbucket
General
1 28 (54.90%) Finance
2 20 (39.22%) Social Skills
3 11 (21.57%) Analytical Skills
3 11 (21.57%) Banking
4 10 (19.61%) Inclusion and Diversity
5 6 (11.76%) Financial Institution
5 6 (11.76%) Russian Language
6 5 (9.80%) Games
6 5 (9.80%) German Language
6 5 (9.80%) Retail
7 3 (5.88%) Telecoms
8 2 (3.92%) iGaming
8 2 (3.92%) Law
8 2 (3.92%) Marketing
9 1 (1.96%) Automotive
9 1 (1.96%) Investment Banking
Job Titles
1 20 (39.22%) DevOps Engineer
2 15 (29.41%) Data Scientist
3 12 (23.53%) Senior Data Scientist
4 10 (19.61%) Data Engineer
4 10 (19.61%) Senior DevOps
4 10 (19.61%) Senior DevOps Engineer
5 5 (9.80%) Azure Engineer
6 2 (3.92%) Junior
6 2 (3.92%) Junior DevOps
6 2 (3.92%) Junior DevOps Engineer
7 1 (1.96%) Data Science Engineer
7 1 (1.96%) Platform Engineer
7 1 (1.96%) Principal Engineer
7 1 (1.96%) Senior Data Engineer
7 1 (1.96%) Senior Platform Engineer
7 1 (1.96%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (33.33%) scikit-learn
2 16 (31.37%) Keras
2 16 (31.37%) TensorFlow
3 11 (21.57%) Pandas
4 10 (19.61%) Kafka
4 10 (19.61%) NumPy
5 9 (17.65%) PyTorch
6 7 (13.73%) Matplotlib
6 7 (13.73%) SciPy
6 7 (13.73%) Statsmodels
7 6 (11.76%) Elastic Stack
7 6 (11.76%) gRPC
7 6 (11.76%) Protocol Buffers
8 4 (7.84%) .NET
8 4 (7.84%) HTML
8 4 (7.84%) Java EE
8 4 (7.84%) JSF
8 4 (7.84%) LAPP Stack
8 4 (7.84%) Spring
8 4 (7.84%) XML
Miscellaneous
1 10 (19.61%) Greenfield Project
1 10 (19.61%) Private Cloud
1 10 (19.61%) Social Network
2 8 (15.69%) Algorithms
2 8 (15.69%) IoT
3 7 (13.73%) Credit Risk
3 7 (13.73%) Virtual Team
4 3 (5.88%) Blockchain
4 3 (5.88%) Social Media
5 1 (1.96%) Legacy Systems
Operating Systems
1 18 (35.29%) Linux
2 6 (11.76%) CoreOS
2 6 (11.76%) Debian
2 6 (11.76%) Red Hat Enterprise Linux
3 4 (7.84%) Windows
Processes & Methodologies
1 45 (88.24%) Machine Learning
2 26 (50.98%) Data Science
3 24 (47.06%) Software Engineering
4 23 (45.10%) CI/CD
5 22 (43.14%) DevOps
6 21 (41.18%) Artificial Intelligence
7 19 (37.25%) Analytics
8 17 (33.33%) Agile
8 17 (33.33%) Mathematics
9 16 (31.37%) Computer Science
9 16 (31.37%) Configuration Management
9 16 (31.37%) Problem-Solving
10 14 (27.45%) TDD
11 12 (23.53%) Data Analysis
12 10 (19.61%) BDD
12 10 (19.61%) Continuous Improvement
12 10 (19.61%) Robotic Automation
12 10 (19.61%) Robotic Process Automation
12 10 (19.61%) SDLC
12 10 (19.61%) Statistics
Programming Languages
1 50 (98.04%) Python
2 30 (58.82%) SQL
3 10 (19.61%) Groovy
3 10 (19.61%) Java
4 9 (17.65%) R
5 6 (11.76%) Go
5 6 (11.76%) Kotlin
5 6 (11.76%) Scala
5 6 (11.76%) Shell Script
6 5 (9.80%) Bash
7 4 (7.84%) C#
7 4 (7.84%) JavaScript
7 4 (7.84%) PowerShell
8 1 (1.96%) C
Qualifications
1 12 (23.53%) Degree
2 7 (13.73%) PhD
3 5 (9.80%) Master's Degree
4 4 (7.84%) DV Cleared
4 4 (7.84%) SC Cleared
4 4 (7.84%) Security Cleared
Quality Assurance & Compliance
1 7 (13.73%) QA
2 3 (5.88%) Data Quality
System Software
1 24 (47.06%) Docker
Systems Management
1 31 (60.78%) Kubernetes
2 21 (41.18%) Terraform
3 20 (39.22%) Ansible
4 16 (31.37%) Istio
5 10 (19.61%) Fortio
5 10 (19.61%) Kiali
5 10 (19.61%) Opscode Chef
5 10 (19.61%) Puppet
6 6 (11.76%) Fluentd
6 6 (11.76%) Grafana
6 6 (11.76%) Kustomize
6 6 (11.76%) Prometheus
Vendors
1 9 (17.65%) Microsoft
2 6 (11.76%) New Relic
3 5 (9.80%) Databricks
4 4 (7.84%) Oracle
5 3 (5.88%) Google