indeed
IN_Senior Associate_Gen AI_Data and Analytics_Advisory_Bangalore
PwC
Karnataka, IND
Full-time
Onsite
Discovered 1 weeks ago
Generative AILarge language modelsHugging FacePythonPyTorchTensorFlow
Free
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Role Overview
PwC’s Data, Analytics & AI Advisory team uses advanced analytics to extract insights and solve complex business problems for clients.
The position is a Senior Associate role focused on generative AI, data, analytics, ML platforms, and LLM operations.
Key Skills for This Role
Generative AILarge language modelsHugging FacePythonPyTorchTensorFlow
Full Job Posting
Job Description and Summary
PwC’s Data, Analytics & AI Advisory team uses advanced analytics to extract insights and solve complex business problems for clients.
The position is a Senior Associate role focused on generative AI, data, analytics, ML platforms, and LLM operations.
ML Pipeline Design
- Design ML pipelines for experiment management, model management, feature management, and model retraining.
- Design APIs for model inferencing at scale.
- Use MLflow, SageMaker, Vertex AI, and Azure AI.
LLM Serving and GPU Architecture
- Apply knowledge of GPU architectures.
- Support distributed training and serving of large language models.
- Use model and data parallel training frameworks such as DeepSpeed and serving frameworks such as vLLM.
Model Fine-Tuning and Optimization
- Apply model fine-tuning and optimization techniques.
- Improve latency and accuracy in model results.
- Reduce training and resource requirements for fine-tuning LLM and LVM models.
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