MLflow Contracts with Work from Home Options

MLflow
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring MLflow skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited MLflow over the 6 months leading up to 13 June 2024, comparing them to the same period in the previous two years.

6 months to
13 Jun 2024
Same period 2023 Same period 2022
Rank 333 452 595
Rank change year-on-year +119 +143 -99
Contract jobs citing MLflow 8 5 28
As % of all contract jobs with a WFH option 0.054% 0.021% 0.064%
As % of the Development Applications category 0.45% 0.15% 0.35%
Number of daily rates quoted 8 3 18
10th Percentile £500 - -
25th Percentile £650 - £570
Median daily rate (50th Percentile) £750 £1,100 £590
Median % change year-on-year -31.82% +86.44% -3.28%
75th Percentile £800 - £625
90th Percentile - - £630
UK median daily rate £700 £800 £600
% change year-on-year -12.50% +33.33% -1.64%

All Development Application Skills
Work from Home

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

Contract vacancies with a requirement for development application skills 1,761 3,420 8,077
As % of all contract jobs with a WFH option 11.93% 14.32% 18.42%
Number of daily rates quoted 1,270 2,472 5,814
10th Percentile £360 £375 £385
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £507 £538 £538
Median % change year-on-year -5.67% - +8.59%
75th Percentile £600 £650 £638
90th Percentile £700 £750 £738
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 36 95 103
10th Percentile £23.43 £39.60 -
25th Percentile £40.00 £51.63 £39.75
Median hourly rate £65.00 £65.00 £52.50
Median % change year-on-year - +23.81% +14.13%
75th Percentile £79.31 £70.64 £65.54
90th Percentile £90.00 £87.92 £75.67
UK median hourly rate £65.00 £62.50 £51.10
% change year-on-year +4.00% +22.31% +6.74%

MLflow
Trend for Jobs with a WFH Option

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

MLflow trend for jobs with a WFH option

MLflow
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing MLflow.

MLflow daily rate for jobs with a WFH option

MLflow
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing MLflow over the 6 months to 13 June 2024.

MLflow daily rate histogram for jobs with a WFH option

MLflow
Co-occurring Skills and Capabilities with WFH Options 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:

Cloud Services
1 2 (25.00%) Azure
2 1 (12.50%) Azure Cosmos DB
2 1 (12.50%) Azure Functions
2 1 (12.50%) Azure Machine Learning
2 1 (12.50%) Azure Pipelines
2 1 (12.50%) Azure Synapse Analytics
2 1 (12.50%) GitHub
2 1 (12.50%) Serverless
Database & Business Intelligence
1 2 (25.00%) Data Lake
2 1 (12.50%) Data Warehouse
General
1 6 (75.00%) Analytical Skills
1 6 (75.00%) Banking
1 6 (75.00%) Finance
1 6 (75.00%) Front Office
1 6 (75.00%) Investment Banking
1 6 (75.00%) Social Skills
2 1 (12.50%) Legal
Job Titles
1 7 (87.50%) Data Engineer
2 6 (75.00%) Lead
2 6 (75.00%) Lead Data Engineer
3 2 (25.00%) Senior
4 1 (12.50%) Azure Data Engineer
4 1 (12.50%) Azure Engineer
4 1 (12.50%) Data Scientist
4 1 (12.50%) Senior Data Engineer
4 1 (12.50%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (12.50%) PySpark
Miscellaneous
1 6 (75.00%) Derivative
2 1 (12.50%) Algorithms
Processes & Methodologies
1 8 (100.00%) Analytics
2 7 (87.50%) Agile
2 7 (87.50%) Data Pipeline
3 6 (75.00%) Computer Science
3 6 (75.00%) Data Ingestion
3 6 (75.00%) Data Integration
3 6 (75.00%) Data Modelling
3 6 (75.00%) Knowledge Transfer
3 6 (75.00%) MLOps
3 6 (75.00%) Problem-Solving
3 6 (75.00%) SDLC
4 2 (25.00%) Data Engineering
4 2 (25.00%) Machine Learning
4 2 (25.00%) Mentoring
5 1 (12.50%) Actionable Insight
5 1 (12.50%) B2B
5 1 (12.50%) Continuous Improvement
5 1 (12.50%) Data Science
5 1 (12.50%) Open Source
5 1 (12.50%) Stakeholder Engagement
Programming Languages
1 7 (87.50%) Python
2 6 (75.00%) Scala
3 1 (12.50%) R
3 1 (12.50%) SQL
Qualifications
1 6 (75.00%) Computer Science Degree
1 6 (75.00%) Degree
1 6 (75.00%) Master's Degree
Quality Assurance & Compliance
1 6 (75.00%) Data Quality
Systems Management
1 1 (12.50%) Kubernetes
Vendors
1 7 (87.50%) Databricks
2 1 (12.50%) Microsoft