PwC is seeking an Associate AI Engineer for their Data, Analytics & AI Advisory team in Bengaluru, India. The candidate will focus on developing machine learning pipelines and deploying cutting-edge AI technologies, with a strong emphasis on collaboration and innovative problem-solving
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.
Demonstrate proven expertise in model fine-tuning and optimization techniques to achieve better latencies and accuracies while reducing training and resource requirements.
Matching Summary
Match Score: 85
PwC is seeking an Associate AI Engineer for their Data, Analytics & AI Advisory team in Bengaluru, India. The candidate will focus on developing machine learning pipelines and deploying cutting-edge AI technologies, with a strong emphasis on collaboration and innovative problem-solving.
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
MLflow, SageMaker, Vertex AI, Azure AI
DeepSpeed and vLLM
Kubernetes, Docker, container orchestration
Flowise, Langflow, Langgraph
SQL, Machine Learning, Data Science
Key Requirements
8+ years of experience
BE/B.Tech/MBA/MCA
Bachelor of Technology, Master of Business Administration