Senior Data Scientist, Voice of the Customer - GeForce NOW
NVIDIA · Santa Clara, CA · 3 days ago
EngineeringFull-time
What You'll Be Doing
- Engineering Scalable Logic: Design and deploy production-ready algorithms that automate root-cause analysis for global streaming issues.
- Unstructured Data Synthesis: Build pipelines to process and analyze forum discussions and direct feedback, using semantic chunking and vector databases to link sentiment to technical telemetry.
- System Ownership: Navigate the full GFN software stack to identify data inconsistencies and refine models that predict churn and capacity needs.
- Pipeline Architecture: Build automated ETL workflows that transform raw logs into actionable signals for our engineering and business leadership.
- Strategic Collaboration: Work directly with product and infrastructure teams to turn statistical patterns into prioritized product roadmaps.
What We Need To See
- Foundational Depth: B.S., M.S., or PhD in Computer Science, Statistics, or Mathematics with mastery of probability and statistical modeling (or equivalent experience), along with 5+ years of proven experience.
- Core Execution: Expert-level Python. You write code that is modular, testable, and built for production.
- Data at Scale: Extensive experience with Spark, SQL, and Databricks. You should be comfortable wrangling massive datasets where efficiency is a requirement, not an afterthought.
- NLP & Text Mastery: Practical experience in text processing, specifically handling vector databases and unstructured data structures.
- Statistical Toolkit: Proficiency in both supervised and unsupervised learning, with a specific focus on time-series analysis and anomaly detection.
- MLOps Proficiency: Experience maintaining active production pipelines using tools like MLflow or Kubeflow.
- GPU Acceleration: Experience leveraging NVIDIA GPUs for large-scale data processing and model training.
- Domain Expertise: A background in cloud infrastructure, networking, or streaming technologies.
Benefits
With a competitive salary package and benefits, NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us.