Design ML pipelines for experiment management, model management, feature management, and model retraining, and design APIs for model inferencing at scale
Job Summary
Design ML pipelines for experiment management, model management, feature management, and model retraining, and design APIs for model inferencing at scale.
Possess deep knowledge of GPU architectures and expertise in distributed training and serving of large language models.
At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities.
Matching Summary
Design ML pipelines for experiment management, model management, feature management, and model retraining, and design APIs for model inferencing at scale.
Skills & Requirements
Must-have
ML Pipeline Design
LLM Serving and GPU Architecture
Model Fine-Tuning and Optimization
DevOps and LLMOps Proficiency
Gen AI, LLM, Huggingface
Python, PyTorch/TensorFlow/Keras
Langchain, Langgraph, Docker, Kubernetes
Nice-to-have
Accepting Feedback
Active Listening
Digital Transformation
Emotional Regulation
Empathy
Intellectual Curiosity
Optimism
Teamwork
Key Requirements
8+ years of experience
BE/B.Tech/MBA/MCA degree
Bachelor of Technology, Master of Business Administration degrees