MLflow
UK

The following table provides summary statistics for permanent job vacancies with a requirement for MLflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MLflow over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 875 952 1183
Rank change year-on-year +77 +231 -291
Permanent jobs citing MLflow 21 18 49
As % of all permanent jobs advertised in the UK 0.021% 0.017% 0.032%
As % of the Development Applications category 0.22% 0.12% 0.14%
Number of salaries quoted 20 15 17
10th Percentile - £55,250 £50,000
25th Percentile £70,000 £70,000 £58,750
Median annual salary (50th Percentile) £80,000 £75,000 £65,000
Median % change year-on-year +6.67% +15.38% -18.75%
75th Percentile £93,750 £92,500 £110,000
90th Percentile £101,000 £98,000 -
UK excluding London median annual salary £92,500 £90,000 £65,000
% change year-on-year +2.78% +38.46% -

All Development Application Skills
UK

MLflow is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for development application skills.

Permanent vacancies with a requirement for development application skills 9,547 15,237 34,312
As % of all permanent jobs advertised in the UK 9.74% 14.56% 22.26%
Number of salaries quoted 6,733 9,275 15,885
10th Percentile £36,250 £41,250 £37,500
25th Percentile £45,000 £50,000 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +9.65%
75th Percentile £77,500 £83,750 £80,000
90th Percentile £95,000 £100,000 £95,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

MLflow
Job Vacancy Trend

Job postings citing MLflow as a proportion of all IT jobs advertised.

Job vacancy trend for MLflow in the UK

MLflow
Salary Trend

3-month moving average salary quoted in jobs citing MLflow.

Salary trend for MLflow in the UK

MLflow
Salary Histogram

Salary distribution for jobs citing MLflow over the 6 months to 27 April 2024.

Salary histogram for MLflow in the UK

MLflow
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MLflow within the UK over the 6 months to 27 April 2024. 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
Work from Home +103 16 £75,000 -9.09% 14
England +109 12 £92,500 +23.33% 19
London +128 9 £88,750 +18.33% 8
UK excluding London +11 2 £92,500 +2.78% 11
East of England - 2 £92,500 - 2

MLflow
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (33.33%) Apache Airflow
2 4 (19.05%) Apache Spark
Cloud Services
1 14 (66.67%) Azure
2 10 (47.62%) AWS
3 8 (38.10%) Azure Cosmos DB
4 7 (33.33%) GCP
5 6 (28.57%) Azure Machine Learning
6 4 (19.05%) Azure AKS
6 4 (19.05%) Azure Synapse Analytics
6 4 (19.05%) GitHub
7 3 (14.29%) Snowflake
8 2 (9.52%) Amazon SageMaker
8 2 (9.52%) Azure DevOps
8 2 (9.52%) PaaS
8 2 (9.52%) SaaS
8 2 (9.52%) Serverless
Database & Business Intelligence
1 8 (38.10%) Data Lake
1 8 (38.10%) Data Warehouse
2 5 (23.81%) Big Data
3 4 (19.05%) Azure SQL Database
3 4 (19.05%) Hadoop
4 2 (9.52%) Data Mining
4 2 (9.52%) MongoDB
4 2 (9.52%) Neo4j
4 2 (9.52%) NoSQL
4 2 (9.52%) PostgreSQL
4 2 (9.52%) Text Mining
Development Applications
1 2 (9.52%) Team Foundation Server
2 1 (4.76%) Git
2 1 (4.76%) git-flow
General
1 4 (19.05%) Social Skills
2 1 (4.76%) Finance
2 1 (4.76%) Inclusion and Diversity
2 1 (4.76%) Marketing
Job Titles
1 12 (57.14%) Senior
2 10 (47.62%) Data Engineer
3 8 (38.10%) Azure Data Engineer
3 8 (38.10%) Azure Engineer
3 8 (38.10%) Senior Data Engineer
4 5 (23.81%) Architect
4 5 (23.81%) Python Data Engineer
4 5 (23.81%) Python Engineer
5 2 (9.52%) Artificial Intelligence Engineer
5 2 (9.52%) Data Architect
5 2 (9.52%) Machine Learning Engineer
5 2 (9.52%) Technical Architect
6 1 (4.76%) AWS Engineer
6 1 (4.76%) AWS Platform Engineer
6 1 (4.76%) Cloud Platform Engineer
6 1 (4.76%) Data Scientist
6 1 (4.76%) Operations Engineer
6 1 (4.76%) Platform Engineer
6 1 (4.76%) Principal Engineer
6 1 (4.76%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 8 (38.10%) PySpark
2 4 (19.05%) JSON
3 2 (9.52%) Django
3 2 (9.52%) FastAPI
3 2 (9.52%) Flask
3 2 (9.52%) Gensim
3 2 (9.52%) ggplot
3 2 (9.52%) Kafka
3 2 (9.52%) Keras
3 2 (9.52%) Matplotlib
3 2 (9.52%) NLTK
3 2 (9.52%) PyTorch
3 2 (9.52%) scikit-learn
3 2 (9.52%) SpaCy
3 2 (9.52%) TensorFlow
Miscellaneous
1 4 (19.05%) Algorithms
2 2 (9.52%) Cloud Native
2 2 (9.52%) Social Network
Operating Systems
1 1 (4.76%) Linux
Processes & Methodologies
1 16 (76.19%) Machine Learning
2 11 (52.38%) Data Engineering
2 11 (52.38%) Mentoring
3 10 (47.62%) Analytics
4 9 (42.86%) Data Science
5 8 (38.10%) Continuous Improvement
5 8 (38.10%) MLOps
6 5 (23.81%) Agile
6 5 (23.81%) Roadmaps
7 4 (19.05%) CI/CD
7 4 (19.05%) Data Governance
7 4 (19.05%) Master Data Management
7 4 (19.05%) Natural Language Processing
7 4 (19.05%) Open Source
7 4 (19.05%) Stakeholder Engagement
7 4 (19.05%) Technical Leadership
8 3 (14.29%) Computer Vision
8 3 (14.29%) DevOps
8 3 (14.29%) Insurtech
8 3 (14.29%) Problem-Solving
Programming Languages
1 15 (71.43%) Python
1 15 (71.43%) SQL
2 5 (23.81%) R
3 4 (19.05%) T-SQL
4 3 (14.29%) Scala
5 2 (9.52%) Java
6 1 (4.76%) C
6 1 (4.76%) C++
Qualifications
1 2 (9.52%) Degree
1 2 (9.52%) Master's Degree
1 2 (9.52%) PhD
Quality Assurance & Compliance
1 2 (9.52%) GDPR
System Software
1 1 (4.76%) Docker
Systems Management
1 11 (52.38%) Kubernetes
2 2 (9.52%) Kubeflow
2 2 (9.52%) Terraform
3 1 (4.76%) Prometheus
Vendors
1 17 (80.95%) Databricks
2 3 (14.29%) Google