MLflow
UK

The table below provides summary statistics for permanent job vacancies requiring MLflow skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited MLflow over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 813 879 1210
Rank change year-on-year +66 +331 -203
Permanent jobs citing MLflow 29 8 65
As % of all permanent jobs advertised in the UK 0.032% 0.010% 0.037%
As % of the Development Applications category 0.37% 0.073% 0.16%
Number of salaries quoted 26 5 20
10th Percentile - £67,000 £58,750
25th Percentile - - £60,000
Median annual salary (50th Percentile) £70,000 £70,000 £80,000
Median % change year-on-year - -12.50% -
75th Percentile £86,250 £92,500 £100,000
90th Percentile £95,000 - £110,000
UK excluding London median annual salary £92,500 £90,000 £65,000
% change year-on-year +2.78% +38.46% -7.14%

All Development Application Skills
UK

MLflow falls under the Development Applications category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring development application skills.

Permanent vacancies with a requirement for development application skills 7,755 11,022 40,528
As % of all permanent jobs advertised in the UK 8.58% 13.66% 23.12%
Number of salaries quoted 5,065 7,557 16,055
10th Percentile £36,750 £41,250 £38,000
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £58,500 £65,000 £62,500
Median % change year-on-year -10.00% +4.00% +8.70%
75th Percentile £76,000 £81,250 £80,000
90th Percentile £95,000 £97,500 £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 26 July 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 26 July 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 +67 23 £70,000 -22.22% 3
England +44 16 £82,500 +17.86% 2
London +88 11 £82,500 +17.86% 2
UK excluding London -30 4 £92,500 +2.78% 2
East of England - 4 £92,500 -

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 9 (31.03%) Apache Airflow
2 8 (27.59%) Apache Spark
3 4 (13.79%) Apache
4 2 (6.90%) Confluence
Applications
1 2 (6.90%) Microsoft Office
Cloud Services
1 21 (72.41%) Azure
2 13 (44.83%) AWS
3 12 (41.38%) Azure Cosmos DB
4 11 (37.93%) Azure Machine Learning
5 9 (31.03%) Azure AKS
5 9 (31.03%) Azure Synapse Analytics
6 8 (27.59%) GCP
7 4 (13.79%) Amazon SageMaker
8 3 (10.34%) GitHub
8 3 (10.34%) Snowflake
9 2 (6.90%) Azure DevOps
9 2 (6.90%) PaaS
9 2 (6.90%) SaaS
9 2 (6.90%) Serverless
Database & Business Intelligence
1 14 (48.28%) Data Lake
1 14 (48.28%) Data Warehouse
2 9 (31.03%) Azure SQL Database
2 9 (31.03%) Big Data
3 6 (20.69%) Hadoop
4 4 (13.79%) NoSQL
5 2 (6.90%) Data Mining
5 2 (6.90%) MongoDB
5 2 (6.90%) Neo4j
5 2 (6.90%) PostgreSQL
5 2 (6.90%) Tableau
5 2 (6.90%) Text Mining
Development Applications
1 2 (6.90%) Jenkins
1 2 (6.90%) Team Foundation Server
General
1 6 (20.69%) Social Skills
2 2 (6.90%) Finance
Job Titles
1 19 (65.52%) Senior
2 18 (62.07%) Data Engineer
3 14 (48.28%) Senior Data Engineer
4 12 (41.38%) Azure Data Engineer
4 12 (41.38%) Azure Engineer
5 5 (17.24%) Architect
6 4 (13.79%) Python Data Engineer
6 4 (13.79%) Python Engineer
7 2 (6.90%) Artificial Intelligence Engineer
7 2 (6.90%) Data Architect
7 2 (6.90%) Machine Learning Engineer
7 2 (6.90%) Operations Engineer
7 2 (6.90%) Senior Operations Engineer
7 2 (6.90%) Technical Architect
8 1 (3.45%) AWS Engineer
8 1 (3.45%) AWS Platform Engineer
8 1 (3.45%) Cloud Platform Engineer
8 1 (3.45%) E-Commerce Engineer
8 1 (3.45%) Platform Engineer
8 1 (3.45%) Principal Engineer
Libraries, Frameworks & Software Standards
1 12 (41.38%) PySpark
2 11 (37.93%) JSON
3 4 (13.79%) Kafka
3 4 (13.79%) PyTorch
3 4 (13.79%) scikit-learn
3 4 (13.79%) TensorFlow
4 2 (6.90%) Django
4 2 (6.90%) FastAPI
4 2 (6.90%) Flask
4 2 (6.90%) Gensim
4 2 (6.90%) ggplot
4 2 (6.90%) jQuery
4 2 (6.90%) Keras
4 2 (6.90%) LangChain
4 2 (6.90%) Matplotlib
4 2 (6.90%) NLTK
4 2 (6.90%) Node.js
4 2 (6.90%) React
4 2 (6.90%) REST
4 2 (6.90%) SpaCy
Miscellaneous
1 7 (24.14%) Algorithms
2 2 (6.90%) Cloud Native
2 2 (6.90%) Distributed Systems
2 2 (6.90%) Social Network
2 2 (6.90%) Virtual Team
Operating Systems
1 2 (6.90%) Linux
1 2 (6.90%) Unix
Processes & Methodologies
1 25 (86.21%) Machine Learning
2 17 (58.62%) Data Engineering
3 16 (55.17%) Analytics
4 15 (51.72%) Mentoring
5 13 (44.83%) Data Science
6 12 (41.38%) Continuous Improvement
7 11 (37.93%) Data Governance
8 10 (34.48%) MLOps
9 9 (31.03%) Master Data Management
10 7 (24.14%) CI/CD
11 5 (17.24%) Data Pipeline
11 5 (17.24%) Roadmaps
12 4 (13.79%) Computer Science
12 4 (13.79%) DevOps
12 4 (13.79%) Microservices
12 4 (13.79%) Open Source
12 4 (13.79%) Stakeholder Management
12 4 (13.79%) Technical Leadership
13 3 (10.34%) Data Architecture
13 3 (10.34%) ETL
Programming Languages
1 22 (75.86%) SQL
2 18 (62.07%) Python
3 9 (31.03%) T-SQL
4 5 (17.24%) R
4 5 (17.24%) Scala
5 4 (13.79%) Java
6 2 (6.90%) JavaScript
6 2 (6.90%) Shell Script
Qualifications
1 4 (13.79%) Degree
1 4 (13.79%) Master's Degree
2 2 (6.90%) Computer Science Degree
2 2 (6.90%) PhD
Quality Assurance & Compliance
1 2 (6.90%) Accessibility
1 2 (6.90%) Data Quality
1 2 (6.90%) GDPR
System Software
1 1 (3.45%) Docker
Systems Management
1 16 (55.17%) Kubernetes
2 2 (6.90%) Ansible
2 2 (6.90%) Kubeflow
2 2 (6.90%) Terraform
3 1 (3.45%) Prometheus
Vendors
1 22 (75.86%) Databricks
2 5 (17.24%) Google
3 2 (6.90%) Alteryx
3 2 (6.90%) Microsoft
3 2 (6.90%) Sage
3 2 (6.90%) StreamSets