19 hours ago
Bengaluru, IndiaSenior / Staff+
Responsibilities
- Design ML pipelines for experiment management, model management, feature management, and model retraining.
- Design APIs for model inferencing at scale.
- Develop distributed training and serving systems for large language models using GPU architectures, DeepSpeed, and vLLM.
- Fine-tune and optimize LLM and LVM models to improve latency and accuracy while reducing training and resource requirements.
- Apply DevOps and LLMOps practices using Kubernetes, Docker, and container orchestration.
- Use LLM orchestration frameworks including Flowise, Langflow, and LangGraph.
Requirements
- 5–8 years of professional experience.
- Bachelor of Technology is required; the posting also lists B.Tech, MCA, BCA, and M.Tech qualifications.
- Proficiency in GenAI, LLMs, Hugging Face, Python, PyTorch, TensorFlow or Keras, LangChain, LangGraph, Docker, and Kubernetes.
- Expertise with MLflow, SageMaker, Vertex AI, Azure AI, distributed training, model fine-tuning, and model optimization.
- Knowledge of GPU architectures, DeepSpeed, vLLM, LLMOps, DevOps, and cloud platforms including AWS, Azure, and GCP.
- Proficiency in Python, SQL, and JavaScript.
- Preferred certifications include AWS Professional Solutions Architect, AWS Machine Learning Specialty, and Azure Solutions Architect Expert.
Benefits
- Inclusive benefits, wellbeing support, flexibility programs, and mentorship.
- Equal employment opportunity and a discrimination- and harassment-free workplace.
Tech Stack
Amazon DynamoDBAWSAzureDockerGoogle BigQueryGoogle Cloud PlatformGrafanaJavaScriptKerasKibanaKubernetesMLflowMongoDBMySQLPostgreSQLPrometheusPythonPyTorchSQLTensorFlow
Categories
About PwC
PwC is a global network of professional services firms providing assurance, tax, and advisory work for businesses and public-sector clients. It sells project-based and managed consulting, audit, and deals services, and implements and integrates business applications. Formed in 1998 by the merger of Price Waterhouse and Coopers & Lybrand, it is headquartered in London and is one of the Big Four accounting firms.