Production ML Engineer: Azure, Design Tech & BIM Insights

Angott Search Group; Greater London; On-site; GBP 90,000 - 140,000; Full time

Benefits offered by this job

401k

Profit sharing

Employee stock ownership

Bonus opportunities

Paid holidays

Paid time off

Job summary

Gensler is seeking a senior Machine Learning Engineer to design, build, and operate production ML systems across BIM, geospatial, and design‑performance datasets in its Global Design Technology Studio in London.

You will deploy, monitor, and improve ML workflows, integrate insights into design deliverables, and collaborate with data engineers, scientists, designers, and product stakeholders to advance analytics across the firm.

Qualifications

• Bachelor's or advanced degree in Computer Science, Software Engineering, Data Science, Statistics, Applied Mathematics, or a related field; equivalent production ML or data engineering experience considered.

Responsibilities

• Design, build, and maintain Azure-based ETL/ELT pipelines delivering data to models, APIs, dashboards, and internal apps.
• Own the production ML lifecycle on Azure — deployment, monitoring, versioning, retraining, rollback, and incident response.

Skills

Python

Azure ML

MLOps

Data Pipelines

CI/CD

Azure Databricks

Model Deployment

Testing & Documentation

Communication

Mentoring

Education

BSc/ MSc in CS/SE/DS/Math

Tools

Azure ML

Databricks

Azure Data Factory or Fabric

Blob/Data Lake Storage

MLflow

Job description

Gensler is seeking a senior Machine Learning Engineer to design, build, and operate production ML systems across BIM, geospatial, and design‑performance datasets in its Global Design Technology Studio in London.

You will deploy, monitor, and improve ML workflows, integrate insights into design deliverables, and collaborate with data engineers, scientists, designers, and product stakeholders to advance analytics across the firm.