Senior Associate, Generative AI, Data and Analytics

About the role

Data and Analytics Advisory at PwC focuses on leveraging advanced analytics to drive client insights. The Senior Associate designs ML pipelines, builds scalable model APIs, serves large language models, and optimizes model performance while implementing DevOps and LLMOps practices on cloud platforms. Bengaluru, on-site, hybrid optional, relocation available.

What you’ll do

• Design and implement end‑to‑end ML pipelines
• Develop APIs for model inferencing at scale
• Serve and optimize large language models on GPU clusters
• Implement DevOps and LLMOps workflows for continuous delivery
• Manage cloud resources across AWS, Azure, and GCP
• Collaborate with clients to translate business problems into AI solutions

What you’ll bring

• 3+ years experience in ML pipeline design
• Proficiency with MLflow, SageMaker, Vertex AI, Azure AI
• Deep knowledge of GPU architectures and LLM serving
• Experience with DeepSpeed, vLLM, and model fine‑tuning
• DevOps/LLMOps skills including Kubernetes and Docker
• Proficient in Python, SQL, JavaScript

Education

• Bachelor of Engineering
• Master of Business Administration
• Master of Computer Applications