Senior Associate – AI Engineer, Data and Analytics, Advisory

Overview

Senior Associate AI Engineer in PwC’s Data and Analytics Advisory practice, focused on designing, serving, fine-tuning, and optimizing machine learning and large language models.

What you'll do

• Design ML pipelines for experiment, model, feature, and retraining management.
• Design APIs for model inference at scale.
• Develop distributed training and serving architectures for large language models.
• Fine-tune and optimize LLM and LVM models for latency, accuracy, and resource efficiency.
• Apply DevOps and LLMOps practices using containers and orchestration frameworks.
• Work with GPU architectures and model or data parallel training.

What you'll need

• 5–8 years of experience.
• Bachelor of Technology degree.
• Gen AI, LLM, Hugging Face, Python, and PyTorch, TensorFlow, or Keras skills.
• LangChain and LangGraph skills.
• Docker and Kubernetes skills.
• Experience with MLflow, SageMaker, Vertex AI, and Azure AI.
• Knowledge of DeepSpeed, vLLM, and LLM orchestration frameworks.

Nice to have

• AWS Professional Solutions Architect certification.
• AWS Machine Learning Specialty certification.
• Azure Solutions Architect Expert certification.

Details

• Location: Bengaluru.
• Management level: Senior Associate.