Senior Associate – AI Engineer, Advisory

Overview

Senior Associate – AI Engineer in PwC's Advisory line of service (Data, Analytics & AI specialism), designing and optimising scalable data and ML solutions on Azure, AWS or GCP cloud platforms.

What you'll do

• Design ML pipelines for experiment management, model management, feature management, and model retraining.
• Design APIs for model inferencing at scale.
• Design and optimise scalable data solutions on the Azure/AWS/GCP cloud platform.
• Build data pipelines and transform complex data into actionable insights using cloud-native tools and technologies.
• Achieve better latencies and accuracies in model results.
• Reduce training and resource requirements for fine-tuning LLM and LVM models.

What you'll need

• B.Tech/MCA/BCA/M.Tech; Bachelor of Engineering or Master of Engineering as required degree/field of study.
• 5-8 years of experience.
• Generative AI (required skill).
• Mandatory skills: Gen AI, LLM, Huggingface, Python, PyTorch/TensorFlow/Keras, LangChain, LangGraph, Docker, Kubernetes.
• Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI.
• Deep knowledge of GPU architectures.
• Expertise in distributed training and serving of large language models.
• Proficient in model and data parallel training using frameworks like DeepSpeed and service frameworks like vLLM.
• Demonstrated expertise in model fine-tuning and optimisation techniques.
• Proven expertise in DevOps and LLMOps practices.
• Knowledgeable in Kubernetes, Docker, and container orchestration.
• Deep understanding of LLM orchestration frameworks like Flowise, Langflow, and Langgraph.
• Proficient in Python, SQL, JavaScript.

Nice to have

• Experience with Kafka and Hadoop.
• Azure Cloud knowledge.
• Azure DevOps for CI/CD integration.
• Agile delivery methodologies.
• Cloud certifications: AWS Professional Solution Architect, AWS Machine Learning Specialty, Azure Solutions Architect Expert.

Details

• Location: Noida (job line lists Bengaluru Millenia).
• Visa sponsorship: No.
• Government clearance required: No.
• Job posting end date: August 25, 2026.