In-Manager AI Architect - Advisory (Noida)

About the role

PwC is hiring an In-Manager AI Architect for its Advisory practice in Noida, within the Data, Analytics & AI line of service. The role focuses on designing machine learning and large language model solutions, including pipelines, inference APIs, fine-tuning and deployment, and requires 3+ years of experience.

Key responsibilities

• Design ML pipelines for experiment management, model management, feature management and model retraining
• Design APIs for model inference at scale
• Build and serve large language models, including distributed training and serving with DeepSpeed and vLLM
• Fine-tune and optimize LLMs and LVM models to improve latency and accuracy while reducing training and resource needs
• Apply DevOps and LLMOps practices, including orchestration with Flowise, Langflow and Langgraph

Required profile

• 3+ years of experience
• B.E./B.Tech, MBA or MCA degree
• Knowledge of Gen AI, LLMs, HuggingFace, Python, PyTorch/TensorFlow/Keras, LangChain, LangGraph, Docker and Kubernetes

Required skills

• LLMs: HuggingFace OSS, GPT, Gemini, Claude, Mixtral, Llama
• LLM Ops: MLflow, LangChain, LangGraph, LangFlow, Flowise, LlamaIndex, SageMaker, AWS Bedrock, Vertex AI, Azure AI
• Databases: DynamoDB, Cosmos, MongoDB, RDS, MySQL, PostgreSQL, Aurora, Spanner, Google BigQuery
• Cloud: AWS, Azure, GCP
• DevOps tools: Kubernetes, Docker, Fluentd, Kibana, Grafana, Prometheus
• Preferred: SQL, machine learning, data science