Machine Learning Engineer
Core
Building and maintaining production machine learning models for workplace health risk detection and analytics.
Role type
Senior Machine Learning Engineer (Production & MLOps)
Builds
Larix (long-term sick leave risk model), InsightsHub (LLM-based analytics), and the underlying data platform.
Domain
B2B SaaS, Occupational Health, AI/ML
Deliverable
production ML models
Required skills
Python, SQL, MLOps (training/deployment pipelines), Model evaluation & monitoring, dbt, Workflow orchestration (Airflow/Prefect/Dagster), Causal inference understanding
Preferred skills
LLM evaluation, Privacy handling for sensitive data, Domain knowledge in HR/Occupational health/Insurance
Technologies
Python, SQL, dbt, Airflow, Prefect, Dagster, LLMs
