MLOps Jobs with Work from Home Options

MLOps
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for MLOps skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MLOps over the 6 months to 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 527 607 651
Rank change year-on-year +80 +44 -103
Permanent jobs citing MLOps 63 68 180
As % of all permanent jobs with a WFH option 0.19% 0.16% 0.27%
As % of the Processes & Methodologies category 0.20% 0.16% 0.28%
Number of salaries quoted 26 28 43
10th Percentile £51,250 £47,500 £56,200
25th Percentile £65,625 £55,938 £62,500
Median annual salary (50th Percentile) £80,000 £75,000 £85,000
Median % change year-on-year +6.67% -11.76% -15.00%
75th Percentile £87,188 £87,500 £110,000
90th Percentile £128,750 £111,250 £120,000
UK median annual salary £85,000 £77,500 £80,000
% change year-on-year +9.68% -3.13% -

All Process and Methodology Skills
Work from Home

MLOps is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,001 41,548 64,663
As % of all permanent jobs with a WFH option 91.67% 96.08% 96.90%
Number of salaries quoted 23,574 28,801 41,173
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,491
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% +9.09%

MLOps
Trend for Jobs with a WFH Option

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

MLOps trend for jobs with a WFH option

MLOps
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing MLOps.

MLOps salary trend for jobs with a WFH option

MLOps
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing MLOps over the 6 months to 26 April 2024.

MLOps salary histogram for jobs with a WFH option

MLOps
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:

Application Platforms
1 5 (7.94%) Apache Airflow
2 4 (6.35%) Apache
3 3 (4.76%) Apache Spark
Cloud Services
1 16 (25.40%) Azure
2 13 (20.63%) AWS
3 7 (11.11%) GCP
4 4 (6.35%) Serverless
5 3 (4.76%) Snowflake
6 2 (3.17%) Amazon EKS
6 2 (3.17%) Amazon EMR
6 2 (3.17%) Amazon S3
6 2 (3.17%) AWS Lambda
6 2 (3.17%) Azure Data Factory
6 2 (3.17%) Azure DevOps
6 2 (3.17%) Azure Synapse Analytics
6 2 (3.17%) PaaS
6 2 (3.17%) Power Platform
6 2 (3.17%) SaaS
7 1 (1.59%) Azure Functions
7 1 (1.59%) Azure Machine Learning
7 1 (1.59%) Datadog
7 1 (1.59%) GitHub
7 1 (1.59%) WhatsApp
Database & Business Intelligence
1 28 (44.44%) Tableau
2 4 (6.35%) DTS
3 2 (3.17%) Amazon Redshift
3 2 (3.17%) Apache Cassandra
3 2 (3.17%) Electronic Patient Records
3 2 (3.17%) Metadata
3 2 (3.17%) MySQL
3 2 (3.17%) Power BI
3 2 (3.17%) Redis
4 1 (1.59%) Data Lake
4 1 (1.59%) Data Vault
4 1 (1.59%) Data Warehouse
4 1 (1.59%) Delta Lake
4 1 (1.59%) Parquet
Development Applications
1 30 (47.62%) Git
2 4 (6.35%) MLflow
General
1 39 (61.90%) Social Skills
2 5 (7.94%) Retail
3 4 (6.35%) Finance
3 4 (6.35%) Games
3 4 (6.35%) Marketing
4 2 (3.17%) Analytical Skills
Job Titles
1 36 (57.14%) Data Scientist
2 32 (50.79%) Senior
3 30 (47.62%) Senior Data Scientist
4 9 (14.29%) Data Engineer
5 8 (12.70%) Lead
6 6 (9.52%) Lead Data Engineer
7 5 (7.94%) Architect
7 5 (7.94%) Customer Engineer
8 4 (6.35%) Machine Learning Engineer
9 2 (3.17%) Azure Engineer
9 2 (3.17%) Principal Engineer
9 2 (3.17%) Senior Architect
10 1 (1.59%) Data Architect
10 1 (1.59%) Developer
10 1 (1.59%) DevOps Engineer
10 1 (1.59%) Full Stack Developer
10 1 (1.59%) Junior
10 1 (1.59%) Operations Engineer
10 1 (1.59%) Senior Data Architect
10 1 (1.59%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 33 (52.38%) PySpark
2 30 (47.62%) Pandas
3 29 (46.03%) TensorFlow
4 28 (44.44%) scikit-learn
5 4 (6.35%) NumPy
6 3 (4.76%) XGBoost
7 2 (3.17%) Kafka
7 2 (3.17%) LAMP
7 2 (3.17%) SciPy
8 1 (1.59%) AngularJS
8 1 (1.59%) FHIR
8 1 (1.59%) JSON
8 1 (1.59%) PyTorch
8 1 (1.59%) React
8 1 (1.59%) REST
8 1 (1.59%) XML
Miscellaneous
1 30 (47.62%) Algorithms
2 5 (7.94%) Product Ownership
3 2 (3.17%) Distributed Computing
3 2 (3.17%) Enterprise Software
3 2 (3.17%) Virtual Team
4 1 (1.59%) Life Science
4 1 (1.59%) Renewable Energy
Operating Systems
1 5 (7.94%) Linux
Processes & Methodologies
1 57 (90.48%) Machine Learning
2 50 (79.37%) Data Science
3 42 (66.67%) Artificial Intelligence
4 35 (55.56%) Natural Language Processing
5 34 (53.97%) Generative AI
5 34 (53.97%) Statistics
6 33 (52.38%) Decision-Making
7 32 (50.79%) Neural Network
8 31 (49.21%) Mathematics
8 31 (49.21%) Predictive Modelling
9 30 (47.62%) Actionable Insight
10 29 (46.03%) Visualisation
11 28 (44.44%) Customer Experience
11 28 (44.44%) Data Munging
11 28 (44.44%) Demand Forecasting
11 28 (44.44%) Physics
11 28 (44.44%) Propensity Modelling
11 28 (44.44%) Root Cause Analysis
11 28 (44.44%) Storytelling
11 28 (44.44%) WFM
Programming Languages
1 51 (80.95%) Python
2 37 (58.73%) SQL
3 4 (6.35%) R
3 4 (6.35%) Scala
4 3 (4.76%) C#
4 3 (4.76%) Java
Qualifications
1 34 (53.97%) Degree
2 30 (47.62%) Master's Degree
3 28 (44.44%) DBS Check
4 2 (3.17%) Computer Science Degree
4 2 (3.17%) PhD
Quality Assurance & Compliance
1 4 (6.35%) QA
2 1 (1.59%) Data Quality
2 1 (1.59%) SNOMED CT
System Software
1 6 (9.52%) Docker
Systems Management
1 6 (9.52%) Kubernetes
2 2 (3.17%) Terraform
3 1 (1.59%) Ansible
Vendors
1 39 (61.90%) Databricks
2 4 (6.35%) Dell
3 3 (4.76%) Google
4 1 (1.59%) Microsoft