Senior Machine Learning Engineer, 3D Data

Roblox
San Mateo
Workplace: OnsiteFull timeUSD 243,290 - 295,250 annuallyFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Collaboration","Mentoring","Technical leadership","Ownership","Quality focus"]

Design and scale the data flywheel that enables VideoGen and 3DGen by building high-performance infrastructure for crawling, generating, curating, storing, and serving massive multi-modal datasets. Partner with AI researchers to move from experimental prototypes to production-quality training data, synthetic data generation, and scalable evaluation frameworks. Own inference API architecture and monitoring/observability to ensure efficient GPU usage at scale.

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FursaFursa
Roblox
Roblox
3 months ago

Senior Machine Learning Engineer, 3D Data

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Source: Company careers pageValidated by: Fursa AI
Last checked: 2 hours agoStatus: Live

Job Summary

Design and scale the data flywheel that enables VideoGen and 3DGen by building high-performance infrastructure for crawling, generating, curating, storing, and serving massive multi-modal datasets. Partner with AI researchers to move from experimental prototypes to production-quality training data, synthetic data generation, and scalable evaluation frameworks. Own inference API architecture and monitoring/observability to ensure efficient GPU usage at scale.
Location: San Mateo
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Architect and maintain automated pipelines for ingestion, cleaning, and pre-processing of multi-modal datasets (video, 3D) at petabyte scale.
  • •Leverage image and video generation models to scale multi-modal synthetic datasets.
  • •Partner with research teams to create and implement synthetic data creation pipelines for training and research experiments.
  • •Build and own evaluation frameworks, including heuristic metrics and human-in-the-loop benchmarking for datasets and foundation models.
  • •Design and optimize high-throughput, low-latency inference APIs and implement monitoring/observability to ensure efficient GPU usage.

Pay and Benefits

Salary: USD 243,290 - 295,250 annually
Equity and Bonus:Equity

Key Requirements

  • •8+ years as a research-focused data systems engineer working with 3D and video foundation models.
  • •Build scalable ML data pipelines for batch and real-time; handle very large datasets (petabytes or more).
  • •Write high-quality Python for automation, tooling, and infrastructure management.
  • •Experience with cloud data platforms and distributed processing technologies such as Spark, Ray, Kubeflow, and S3.
  • •Bachelor’s degree (or equivalent experience) in Computer Science, Computer Engineering, or a similar technical field.
Experience:Generative AI3DVideoDistributed systemsMLOpsData pipelines
Education:Bachelor's
Skills:CollaborationMentoringTechnical leadershipOwnershipQuality focus
Languages:English
Tech Stack:PythonSparkRayKubeflowS3Weights & BiasesMLflowC++BlenderUnreal EngineUnity

Company Brief

Roblox
Operates an online platform for user-generated games and virtual experiences, enabling creators to build, publish, and monetize interactive 3D experiences for a global community of players.
Industry: Gaming
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Mateo, United States
Founded: 2004
WebsiteLinkedIn