Senior Machine Learning Engineer, GenAI 3D
Senior Machine Learning Engineer, GenAI 3D
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Salary Not Disclosed
1 Vacancy
Job Description
As a Senior Machine Learning Engineer on the Model Serving team for Roblox Cube you will be responsible for building the production systems that enable the safe and reliable deployment of our cutting-edge 3D and 4D generative AI models. You will design implement and scale infrastructure to orchestrate the complex workflow for producing high-fidelity 3D and 4D textured meshes that are compliant with Roblox policies. We are seeking accomplished MLEs with a passion for ambiguous problems curiosity to work in new spaces like 3D GenAI and a commitment to writing high-quality well-tested code to solve complex GenAI serving challenges at scale.
You Will:
- Design build and own critical components of the serving infrastructure supporting our generative AI efforts focusing on usability reliability scalability and performance.
- Implement robust pipelines for collecting datasets and evaluating to build safe and compliant multimodal AI systems.
- Drive improvements in model serving & evaluation infrastructure architecture engineering best practices and operational excellence.
You have:
- 5 years of experience in software development
- 3 years of experience developing systems at scale shipping products to production.
- Proven experience deploying ML models in production at scale and
- Experience with fine-tuning VLMs LLMs and large multi-modal LLMs for improving the quality & safety of models.
- Are proficient in Python and familiar with frameworks such as PyTorch JAX HuggingFace libraries.
- Are passionate about the potential of Generative AI particularly in creative domains like 3D/4D content.
- Are comfortable operating in a dynamic fast-paced environment.
- Bachelors degree or equivalent experience in Computer Science Applied Math Physics Engineering Statistics or other technical field is a plus.
Required Experience:
Senior IC
Employment Type
Full Time
