MLflow Contracts with Work from Home Options

MLflow
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 29 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 345 467 611
Rank change year-on-year +122 +144 -144
Contract jobs citing MLflow 7 3 23
As % of all contract jobs with a WFH option 0.046% 0.012% 0.052%
As % of the Development Applications category 0.38% 0.076% 0.28%
Number of daily rates quoted 7 0 15
10th Percentile £620 - -
25th Percentile £700 - £570
Median daily rate (50th Percentile) £750 - £590
Median % change year-on-year - - -4.84%
75th Percentile £800 - £625
90th Percentile - - £630
UK median daily rate £613 £730 £600
% change year-on-year -16.10% +21.67% -3.23%

All Development Application Skills
Work from Home

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 WFH option and a requirement for development application skills.

Contract vacancies with a requirement for development application skills 1,863 3,952 8,294
As % of all contract jobs with a WFH option 12.12% 15.28% 18.60%
Number of daily rates quoted 1,332 2,835 5,988
10th Percentile £360 £395 £385
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £513 £540 £525
Median % change year-on-year -5.09% +2.86% +9.38%
75th Percentile £600 £650 £625
90th Percentile £700 £750 £713
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +12.02%
Number of hourly rates quoted 42 114 103
10th Percentile £27.62 £45.00 -
25th Percentile £47.06 £54.06 £39.75
Median hourly rate £65.00 £65.00 £50.00
Median % change year-on-year - +30.00% +11.11%
75th Percentile £90.00 £70.00 £61.08
90th Percentile - £81.75 £67.40
UK median hourly rate £65.00 £61.50 £50.50
% change year-on-year +5.69% +21.78% +12.22%

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 29 April 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 1 (14.29%) Azure
1 1 (14.29%) Azure Cosmos DB
1 1 (14.29%) GitHub
Database & Business Intelligence
1 1 (14.29%) Data Lake
1 1 (14.29%) Data Warehouse
General
1 6 (85.71%) Analytical Skills
1 6 (85.71%) Banking
1 6 (85.71%) Finance
1 6 (85.71%) Front Office
1 6 (85.71%) Investment Banking
1 6 (85.71%) Social Skills
Job Titles
1 7 (100.00%) Data Engineer
2 6 (85.71%) Lead
2 6 (85.71%) Lead Data Engineer
3 1 (14.29%) Azure Data Engineer
3 1 (14.29%) Azure Engineer
3 1 (14.29%) Senior
3 1 (14.29%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (14.29%) PySpark
Miscellaneous
1 6 (85.71%) Derivative
Processes & Methodologies
1 7 (100.00%) Agile
1 7 (100.00%) Analytics
2 6 (85.71%) Computer Science
2 6 (85.71%) Data Ingestion
2 6 (85.71%) Data Integration
2 6 (85.71%) Data Modelling
2 6 (85.71%) Data Pipeline
2 6 (85.71%) Knowledge Transfer
2 6 (85.71%) MLOps
2 6 (85.71%) Problem-Solving
2 6 (85.71%) SDLC
3 1 (14.29%) Continuous Improvement
3 1 (14.29%) Data Engineering
3 1 (14.29%) Machine Learning
3 1 (14.29%) Mentoring
3 1 (14.29%) Stakeholder Engagement
Programming Languages
1 6 (85.71%) Python
1 6 (85.71%) Scala
2 1 (14.29%) SQL
Qualifications
1 6 (85.71%) Computer Science Degree
1 6 (85.71%) Degree
1 6 (85.71%) Master's Degree
Quality Assurance & Compliance
1 6 (85.71%) Data Quality
Systems Management
1 1 (14.29%) Kubernetes
Vendors
1 7 (100.00%) Databricks