Principal Machine Learning Engineer
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About the role
Inito develops a product involving quantification, cycle tracking, and an app. The Principal Machine Learning Engineer will architect scalable, explainable ML systems and establish controlled, traceable development practices.
What you'll do
- Define reference architectures for ML training, inference, and monitoring
- Lead the lifecycle of models for quantification, cycle tracking, and the app
- Set standards for features, datasets, and model evaluations
- Review ML system and model designs across teams
- Maintain traceability from requirements through model release
- Establish versioning, release gates, rollback strategies, and post-market monitoring
Skills
Must have
- Machine learning system design
- Machine learning architecture
- Production-grade machine learning lifecycle
- Explainable machine learning
- Controlled software development lifecycle
- Model monitoring
- Model validation
Nice to have
- Regulated environments
- Quality-driven development
Who it's for
- Experience
- 8 to 12 years
- Domain
- healthtech
About Inito
Inito has 9 open roles in Bangalore, at Inito (Samplytics Technologies). See every Inito role.
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