Period
to 18 September 2020

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 18 September 2020 with a comparison to the same period in the previous 2 years.

MLflow
UK
6 months to
18 Sep 2020
Same period 2019 Same period 2018
Rank 692 - -
Rank change year-on-year - - -
Permanent jobs citing MLflow 2 0 0
As % of all permanent jobs advertised in the UK 0.004% - -
As % of the Development Applications category 0.019% - -
Number of salaries quoted 2 0 0
Median annual salary £145,000 - -
UK excluding London median annual salary - - -

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.

All Development Application Skills
UK
Permanent vacancies with a requirement for development application skills 10,496 27,181 33,985
As % of all permanent IT jobs advertised in the UK 20.77% 19.20% 20.26%
Number of salaries quoted 8,543 21,475 27,510
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £85,000 £82,500 £78,750
UK excluding London median annual salary £50,000 £45,500 £45,000
% change year-on-year +9.89% +1.11% +3.45%

MLflow
Top 2 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 18 September 2020. 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
Job
Vacancies
London - 2 £145,000 -
England - 2 £145,000 -

For the 6 months to 18 September 2020, IT jobs citing MLflow also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for MLflow.

1 2 (100.00%) Data Analysis
1 2 (100.00%) Neural Network
1 2 (100.00%) Software Engineering
1 2 (100.00%) Statistical Analysis
1 2 (100.00%) Degree
1 2 (100.00%) Computer Science
1 2 (100.00%) Image Processing
1 2 (100.00%) Hadoop
1 2 (100.00%) Amazon EC2
1 2 (100.00%) Amazon S3
1 2 (100.00%) AWS
1 2 (100.00%) NumPy
1 2 (100.00%) Apache Hive
1 2 (100.00%) Matplotlib
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) Machine Learning
1 2 (100.00%) Big Data
1 2 (100.00%) Kafka
1 2 (100.00%) Amazon EMR
1 2 (100.00%) Docker
1 2 (100.00%) Anomaly Detection
1 2 (100.00%) AWS Data Pipeline
1 2 (100.00%) Pandas
1 2 (100.00%) User Experience
1 2 (100.00%) Apache Spark
1 2 (100.00%) Algorithms
1 2 (100.00%) Kubernetes
1 2 (100.00%) scikit-learn
1 2 (100.00%) Jupyter
1 2 (100.00%) Data Engineering

MLflow
Co-occurring IT Skills by Category

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

Application Platforms
1 2 (100.00%) Apache Airflow
1 2 (100.00%) Apache Spark
1 2 (100.00%) Jupyter
Cloud Services
1 2 (100.00%) Amazon EC2
1 2 (100.00%) Amazon EMR
1 2 (100.00%) Amazon S3
1 2 (100.00%) Amazon SageMaker
1 2 (100.00%) AWS
1 2 (100.00%) AWS Data Pipeline
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Hadoop
Job Titles
1 2 (100.00%) Data Scientist
1 2 (100.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (100.00%) Kafka
1 2 (100.00%) Keras
1 2 (100.00%) Matplotlib
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) PyTorch
1 2 (100.00%) scikit-learn
1 2 (100.00%) TensorFlow
Miscellaneous
1 2 (100.00%) Algorithms
1 2 (100.00%) User Experience
2 1 (50.00%) Management Information System
Processes & Methodologies
1 2 (100.00%) Anomaly Detection
1 2 (100.00%) Computer Science
1 2 (100.00%) Convolutional Neural Network
1 2 (100.00%) Data Analysis
1 2 (100.00%) Data Engineering
1 2 (100.00%) Data Science
1 2 (100.00%) Image Processing
1 2 (100.00%) Knowledge Representation
1 2 (100.00%) Machine Learning
1 2 (100.00%) Naive Bayes
1 2 (100.00%) Neural Network
1 2 (100.00%) Performance Optimisation
1 2 (100.00%) Random Forest
1 2 (100.00%) Semantic Search
1 2 (100.00%) Software Engineering
1 2 (100.00%) Statistical Analysis
1 2 (100.00%) Support Vector Machines
2 1 (50.00%) Analytics
2 1 (50.00%) Personalization
2 1 (50.00%) Product Management
Qualifications
1 2 (100.00%) Computer Science Degree
1 2 (100.00%) Degree
1 2 (100.00%) PhD
System Software
1 2 (100.00%) Docker
Systems Management
1 2 (100.00%) Kubernetes