Senior Associate – AI Architect, Data and Analytics, Advisory

Overview

Senior Associate role in Data, Analytics & AI Advisory focused on extracting insights from large datasets and enabling data-driven decision-making.

What you'll do

• Design ML pipelines for experiment management, model management, feature management, and model retraining.
• Design APIs for model inferencing at scale.
• Support LLM serving and distributed training/serving with GPU architecture understanding.
• Use model and data parallel training with frameworks like DeepSpeed and vLLM.
• Perform model fine-tuning and optimization to improve latencies and accuracies.
• Apply DevOps and LLMOps practices using Kubernetes and Docker.

What you'll need

• 8-16 years of experience.
• Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI.
• Deep knowledge of GPU architectures.
• Understanding of DeepSpeed and vLLM.
• Experience with model fine-tuning and optimization techniques.
• Knowledge of Kubernetes and Docker.
• Proficiency in Python, SQL, and JavaScript.

Details

• Location: Bengaluru Millenia.