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Helping dentists achieve more by making the entire lab process digital — and effortless.
Senior Software Engineer II, ML Platform
Location
Brazil
Posted
126 days ago
Salary
0
Seniority
Senior
Job Description
Senior Software Engineer II, ML Platform
Dandy
• Collaborate with Machine Learning Engineers to build the ML training pipelines that process massive 3D datasets, orchestrate model training, and enable continuous model improvements. • Streamline the ML lifecycle, from data labeling and experimentation to deployment, by optimizing internal ML components and reducing technical debt. • Develop and maintain cloud-native systems and tooling (GCP/Kubernetes) that support Dandy’s 3D dental products in a secure, well-tested, and high-performing manner. • Write clean, maintainable code and tests that set the standard for our internal best practices. • Partner with stakeholders across the Engineering organization to influence long-term architectural goals and maintain a high-quality bar.
Job Requirements
- 5+ years of experience as a Machine Learning Engineer or Software Engineer, ideally within a high-growth startup environment.
- Deep proficiency in building and operating ML platform components, including feature stores, model registries, distributed training infrastructure, and experiment tracking.
- Experience designing and running ML systems on cloud infrastructure, including containerization and orchestration technologies such as Docker and Kubernetes, and public cloud platforms (AWS or GCP or Azure).
- Expertise in large-scale data processing, with proven experience building reliable ML data pipelines to support complex model training and evaluation.
- Experience creating and maintaining automated build, test, and deployment workflows across multiple environments (e.g., Buildkite, CI/CD pipelines).
- Strong background in observability, including implementing metrics, logging, and tracing for complex, distributed production systems.
- Ability to communicate clearly and concisely about complex architectural problems and propose iterative, pragmatic solutions.
- Experience with Python-based ML frameworks (e.g., PyTorch, TensorFlow); experience with 3D geometric computer vision is a plus
Benefits
- healthcare
- dental
- mental health support
- parental planning resources
- retirement savings options
- generous paid time off
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