MLflow
UK

The following table provides summary statistics for contract job vacancies with a requirement for MLflow skills. Included is a benchmarking guide to the contractor rates 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 582 700 801
Rank change year-on-year +118 +101 -134
Contract jobs citing MLflow 16 19 48
As % of all contract jobs advertised in the UK 0.037% 0.032% 0.054%
As % of the Development Applications category 0.31% 0.21% 0.30%
Number of daily rates quoted 14 8 23
10th Percentile £504 £530 -
25th Percentile £513 £547 £570
Median daily rate (50th Percentile) £613 £730 £600
Median % change year-on-year -16.10% +21.67% -3.23%
75th Percentile £800 £825 £625
90th Percentile - £840 £629
UK excluding London median daily rate £700 - £590

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 contract job vacancies with a requirement for development application skills.

Contract vacancies with a requirement for development application skills 5,120 9,058 15,913
As % of all contract IT jobs advertised in the UK 11.82% 15.15% 17.91%
Number of daily rates quoted 3,445 6,374 11,232
10th Percentile £356 £385 £400
25th Percentile £425 £460 £457
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +12.24%
75th Percentile £625 £663 £650
90th Percentile £725 £750 £740
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +16.28%
Number of hourly rates quoted 190 250 212
10th Percentile £31.71 £45.00 £37.25
25th Percentile £46.20 £53.75 £39.75
Median hourly rate £62.50 £61.50 £50.50
Median % change year-on-year +1.63% +21.78% +11.60%
75th Percentile £70.00 £70.00 £62.15
90th Percentile £82.75 £78.00 £75.00
UK excluding London median hourly rate £65.00 £61.50 £54.50
% change year-on-year +5.69% +12.84% +21.11%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing MLflow.

Daily rate trend for MLflow in the UK

MLflow
Daily Rate Histogram

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

Daily rate histogram for MLflow in the UK

MLflow
Top 5 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +123 14 £613 -16.10% 19
London +95 13 £525 -28.08% 8
Work from Home +135 7 £750 - 14
UK excluding London - 1 £700 - 11
South East - 1 £700 - 6

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 8 (50.00%) Apache Airflow
2 1 (6.25%) Apache
Cloud Services
1 7 (43.75%) Vertex AI
2 6 (37.50%) GCP
3 2 (12.50%) Azure
4 1 (6.25%) Amazon SageMaker
4 1 (6.25%) AWS
4 1 (6.25%) Azure Cosmos DB
4 1 (6.25%) Azure Data Factory
4 1 (6.25%) Azure Synapse Analytics
4 1 (6.25%) GitHub
Database & Business Intelligence
1 2 (12.50%) Data Lake
2 1 (6.25%) Data Warehouse
2 1 (6.25%) Relational Database
Development Applications
1 1 (6.25%) Git
General
1 8 (50.00%) Social Skills
2 7 (43.75%) Analytical Skills
2 7 (43.75%) Finance
3 6 (37.50%) Banking
3 6 (37.50%) Front Office
3 6 (37.50%) Investment Banking
4 1 (6.25%) Presentation Skills
Job Titles
1 8 (50.00%) Data Engineer
2 6 (37.50%) Lead
2 6 (37.50%) Lead Data Engineer
2 6 (37.50%) Machine Learning Engineer
3 2 (12.50%) Azure Data Engineer
3 2 (12.50%) Azure Engineer
4 1 (6.25%) Analytics Manager
4 1 (6.25%) Data Analytics Manager
4 1 (6.25%) Data Manager
4 1 (6.25%) Data Science Manager
4 1 (6.25%) Data Scientist
4 1 (6.25%) Senior
4 1 (6.25%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 8 (50.00%) Pandas
2 7 (43.75%) NumPy
2 7 (43.75%) TensorFlow
3 6 (37.50%) scikit-learn
4 2 (12.50%) PySpark
5 1 (6.25%) Anaconda
5 1 (6.25%) BentoML
5 1 (6.25%) Matplotlib
5 1 (6.25%) PyTorch
5 1 (6.25%) Seaborn
5 1 (6.25%) XGBoost
Miscellaneous
1 6 (37.50%) Derivative
2 1 (6.25%) Algorithms
2 1 (6.25%) Data Fabric
Processes & Methodologies
1 13 (81.25%) MLOps
2 12 (75.00%) Data Ingestion
3 10 (62.50%) Machine Learning
4 8 (50.00%) Agile
4 8 (50.00%) Analytics
4 8 (50.00%) Artificial Intelligence
4 8 (50.00%) Data Pipeline
4 8 (50.00%) Data Science
5 7 (43.75%) CI/CD
6 6 (37.50%) Computer Science
6 6 (37.50%) Data Integration
6 6 (37.50%) Data Modelling
6 6 (37.50%) DevOps
6 6 (37.50%) Knowledge Transfer
6 6 (37.50%) Problem-Solving
6 6 (37.50%) SDLC
6 6 (37.50%) Software Engineering
6 6 (37.50%) Workflow
7 2 (12.50%) Data Engineering
8 1 (6.25%) Fintech
Programming Languages
1 14 (87.50%) Python
2 6 (37.50%) Scala
3 3 (18.75%) SQL
Qualifications
1 7 (43.75%) Degree
2 6 (37.50%) Computer Science Degree
2 6 (37.50%) Master's Degree
3 1 (6.25%) Azure Certification
3 1 (6.25%) SC Cleared
3 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 6 (37.50%) Data Quality
Systems Management
1 7 (43.75%) Kubeflow
2 1 (6.25%) Kubernetes
Vendors
1 8 (50.00%) Databricks
2 1 (6.25%) Dataiku
2 1 (6.25%) DataRobot
2 1 (6.25%) Oracle