Senior Associate – AI Engineer, Advisory

Overview

Senior Associate AI Engineer in PwC's Advisory line of service (Data, Analytics & AI specialism), designing and operating ML pipelines, LLM serving and LLMOps for client solutions.

What you'll do

• Design ML pipelines for experiment management, model management, feature management, and model retraining.
• Design APIs for model inferencing at scale.
• Achieve better latencies and accuracies in model results.
• Reduce training and resource requirements for fine-tuning LLM and LVM models.
• Apply distributed training and serving of large language models, including model and data parallel training with DeepSpeed and service frameworks such as vLLM.
• Apply model fine-tuning and optimization techniques.
• Apply DevOps and LLMOps practices, including Kubernetes, Docker, and container orchestration.
• Work with LLM orchestration frameworks such as Flowise, Langflow, and Langgraph.

What you'll need

• Bachelor of Technology (B.Tech), MCA, BCA or M.Tech.
• 5-8 years of experience.
• 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.
• Proven expertise in model fine-tuning and optimization.
• Proven expertise in DevOps and LLMOps practices.
• Knowledge of Kubernetes, Docker, and container orchestration.
• Deep understanding of LLM orchestration frameworks such as Flowise, Langflow, and Langgraph.
• Mandatory skills: Gen AI, LLM, Huggingface, Python, PyTorch/TensorFlow/Keras, Langchain, Langgraph, Docker, Kubernetes.
• Required skill: Project Management.
• Proficient in Python, SQL and JavaScript.

Nice to have

• AWS Professional Solution Architect certification (bonus).
• AWS Machine Learning Specialty certification (bonus).
• Azure Solutions Architect Expert certification (bonus).

Details

• Location: Chennai - Menon Eternity.
• Visa sponsorship: No.
• Government clearance required: No.
• Job posting end date: September 20, 2026.