Principal Data Scientist (AI PMTS)
Core
Principal Data Scientist acting as the primary technical architect for the AI/ML ecosystem, defining long-term technical vision for media understanding and generation.
Role type
Principal Data Scientist (AI/ML Architect)
Builds
Foundational frameworks for multimodal data, high-performance inference systems, and unified ML platforms for global media catalogs.
Domain
Media & Entertainment, Generative AI, Computer Vision
Deliverable
production ML models
Required skills
Python, Java, C++, PyTorch, TensorFlow, YOLO, Mask R-CNN, Spark, Flink, Kafka, Airflow, Kubernetes, AWS Bedrock, SageMaker, TensorRT, Triton Inference Server, NVIDIA DeepStream, A/B testing, human-in-the-loop evaluation
Preferred skills
Generative AI (LLMs, diffusion models), multi-agent architectures, vision transformers, GPU optimization (quantization, pruning)
Technologies
PyTorch, TensorFlow, Spark, Flink, Kafka, Airflow, Kubernetes, AWS Bedrock, SageMaker, TensorRT, Triton Inference Server, NVIDIA DeepStream
Responsibilities
Shape technical vision for AI/ML across the content product ecosystem; Architect complex, multimodal machine learning systems integrating visual, audio, and textual data; Lead the design of horizontal foundational capability layers; Oversee development of high-performance inference systems; Define rigorous and scalable evaluation frameworks; Mentor data science and ML engineering communities.
Seniority
Principal, strategy & mentorship