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IN_Senior Associate_Gen AI_Data and Analytics_Advisory_Bangalore
PwC
Karnataka, IND
Full-time
Onsite
Discovered 1 weeks ago
Generative AILarge language modelsHugging FacePythonPyTorch, TensorFlow, or KerasLangChain
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Role Overview
PwC Advisory is hiring a Senior Associate in Generative AI, Data and Analytics.
The role supports clients by using advanced analytics, data manipulation, visualization, statistical modeling, and generative AI techniques.
Key Skills for This Role
Generative AILarge language modelsHugging FacePythonPyTorch, TensorFlow, or KerasLangChain
Full Job Posting
Role Overview
PwC Advisory is hiring a Senior Associate in Generative AI, Data and Analytics.
The role supports clients by using advanced analytics, data manipulation, visualization, statistical modeling, and generative AI techniques.
ML Pipeline and Serving
- Design ML pipelines for experiment management, model management, feature management, and model retraining.
- Design APIs for model inferencing at scale.
- Apply MLflow, SageMaker, Vertex AI, and Azure AI in machine learning workflows.
LLM Serving and GPU Architecture
- Apply knowledge of GPU architectures to large language model workloads.
- Perform distributed training and serving of large language models.
- Use DeepSpeed for model and data parallel training and vLLM for model serving.
Fine-Tuning and Optimization
- Fine-tune and optimize models to improve latency and accuracy.
- Reduce training and resource requirements for fine-tuning LLM and LVM models.
DevOps and LLMOps
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