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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 512 583 636
Rank change year-on-year +71 +53 -51
Permanent jobs citing MLOps 81 55 255
As % of all permanent jobs with a WFH option 0.23% 0.14% 0.34%
As % of the Processes & Methodologies category 0.26% 0.15% 0.35%
Number of salaries quoted 27 22 47
10th Percentile £62,000 £47,500 £53,525
25th Percentile £65,000 £52,500 £64,375
Median annual salary (50th Percentile) £80,000 £75,000 £85,000
Median % change year-on-year +6.67% -11.76% -8.11%
75th Percentile £91,250 £90,938 £112,500
90th Percentile £127,000 £111,250 £121,000
UK median annual salary £86,250 £77,500 £76,250
% change year-on-year +11.29% +1.64% -4.69%

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 31,322 36,922 72,167
As % of all permanent jobs with a WFH option 90.16% 96.00% 97.15%
Number of salaries quoted 23,561 26,118 41,820
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
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 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 June 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 (6.17%) Apache Airflow
2 4 (4.94%) Apache
3 2 (2.47%) Apache Spark
Cloud Services
1 16 (19.75%) Azure
2 14 (17.28%) AWS
3 10 (12.35%) GCP
4 4 (4.94%) Google Kubernetes Engine
5 3 (3.70%) Serverless
5 3 (3.70%) Snowflake
6 2 (2.47%) Amazon EKS
6 2 (2.47%) Amazon EMR
6 2 (2.47%) Amazon S3
6 2 (2.47%) AWS Lambda
6 2 (2.47%) Azure Data Factory
6 2 (2.47%) Azure Synapse Analytics
6 2 (2.47%) PaaS
6 2 (2.47%) SaaS
7 1 (1.23%) Azure Cognitive Search
7 1 (1.23%) Azure Cognitive Services
7 1 (1.23%) Azure Functions
7 1 (1.23%) Datadog
7 1 (1.23%) GitHub
7 1 (1.23%) GitHub Actions
Database & Business Intelligence
1 45 (55.56%) Tableau
2 4 (4.94%) DTS
3 3 (3.70%) Amazon Redshift
3 3 (3.70%) BigQuery
4 2 (2.47%) Apache Cassandra
4 2 (2.47%) Electronic Patient Records
4 2 (2.47%) Metadata
4 2 (2.47%) MySQL
4 2 (2.47%) Redis
5 1 (1.23%) Data Lake
5 1 (1.23%) Data Vault
5 1 (1.23%) Data Warehouse
5 1 (1.23%) Delta Lake
5 1 (1.23%) Parquet
5 1 (1.23%) Power BI
Development Applications
1 47 (58.02%) Git
2 5 (6.17%) MLflow
3 3 (3.70%) GitLab
General
1 56 (69.14%) Social Skills
2 5 (6.17%) Retail
3 4 (4.94%) Games
3 4 (4.94%) Marketing
4 3 (3.70%) Finance
Job Titles
1 52 (64.20%) Senior
2 50 (61.73%) Data Scientist
3 46 (56.79%) Senior Data Scientist
4 11 (13.58%) Data Engineer
4 11 (13.58%) Lead
5 9 (11.11%) Lead Data Engineer
6 5 (6.17%) Architect
6 5 (6.17%) Customer Engineer
7 4 (4.94%) Machine Learning Engineer
8 3 (3.70%) Senior Data Engineer
9 2 (2.47%) Azure Engineer
9 2 (2.47%) Operations Engineer
9 2 (2.47%) Platform Engineer
9 2 (2.47%) Principal Engineer
9 2 (2.47%) Senior Architect
9 2 (2.47%) Senior Operations Engineer
10 1 (1.23%) Data Architect
10 1 (1.23%) Developer
10 1 (1.23%) DevOps Engineer
10 1 (1.23%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 50 (61.73%) PySpark
2 47 (58.02%) Pandas
3 45 (55.56%) scikit-learn
3 45 (55.56%) TensorFlow
4 4 (4.94%) NumPy
5 3 (3.70%) XGBoost
6 2 (2.47%) Kafka
6 2 (2.47%) LAMP
6 2 (2.47%) SciPy
7 1 (1.23%) AngularJS
7 1 (1.23%) FHIR
7 1 (1.23%) JSON
7 1 (1.23%) React
7 1 (1.23%) REST
7 1 (1.23%) XML
Miscellaneous
1 45 (55.56%) Algorithms
2 5 (6.17%) Product Ownership
3 2 (2.47%) Distributed Computing
3 2 (2.47%) Enterprise Software
3 2 (2.47%) Virtual Team
4 1 (1.23%) Life Science
4 1 (1.23%) Renewable Energy
Operating Systems
1 5 (6.17%) Linux
Processes & Methodologies
1 76 (93.83%) Machine Learning
2 66 (81.48%) Data Science
3 60 (74.07%) Artificial Intelligence
4 51 (62.96%) Natural Language Processing
5 50 (61.73%) Decision-Making
5 50 (61.73%) Generative AI
5 50 (61.73%) Statistics
6 49 (60.49%) Neural Network
7 48 (59.26%) Predictive Modelling
8 47 (58.02%) Actionable Insight
8 47 (58.02%) Mathematics
9 46 (56.79%) Visualisation
10 45 (55.56%) Customer Experience
10 45 (55.56%) Data Munging
10 45 (55.56%) Demand Forecasting
10 45 (55.56%) Physics
10 45 (55.56%) Propensity Modelling
10 45 (55.56%) Root Cause Analysis
10 45 (55.56%) Storytelling
10 45 (55.56%) WFM
Programming Languages
1 68 (83.95%) Python
2 52 (64.20%) SQL
3 4 (4.94%) Scala
4 3 (3.70%) Java
4 3 (3.70%) R
5 2 (2.47%) C#
6 1 (1.23%) Bicep
Qualifications
1 50 (61.73%) Degree
2 47 (58.02%) Master's Degree
3 45 (55.56%) DBS Check
4 2 (2.47%) Computer Science Degree
4 2 (2.47%) PhD
Quality Assurance & Compliance
1 3 (3.70%) QA
2 1 (1.23%) Data Quality
2 1 (1.23%) SNOMED CT
System Software
1 6 (7.41%) Docker
Systems Management
1 10 (12.35%) Kubernetes
2 6 (7.41%) Terraform
3 4 (4.94%) Ansible
Vendors
1 57 (70.37%) Databricks
2 4 (4.94%) Dell
3 3 (3.70%) Google
4 2 (2.47%) Microsoft