Associate

PwC Service Delivery Center

3 - 8 years

25 - 30 Lacs

bengaluru

Posted:3 weeks ago| Platform:

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Skills Required

data analysis automation data science data modeling analytical mysql javascript data mining data warehousing sql

Work Mode

Work from Office

Job Type

Full Time

Job Description

ML Pipeline Design Design ML pipelines for experiment management, model management, feature management, and model retraining
Design APIs for model inferencing at scale
Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI
LLM Serving and GPU Architecture Possess deep knowledge of GPU architectures
Expertise in distributed training and serving of large language models
Proficient in model and data parallel training using frameworks like DeepSpeed and service frameworks like vLLM
Model FineTuning and Optimization Demonstrate proven expertise in model finetuning and optimization techniques
Achieve better latencies and accuracies in model results
Reduce training and resource requirements for finetuning LLM and LVM models
DevOps and LLMOps Proficiency Proven expertise in DevOps and LLMOps practices
Knowledgeable in Kubernetes, Docker, and container orchestration
Deep understanding of LLM orchestration frameworks like Flowise, Langflow, and Langgraph
Skill Matrix LLM Hugging Face OSS LLMs, GPT, Gemini, Claude, Mixtral, Llama LLM Ops ML Flow, Langchain, Langraph, LangFlow, Flowise, LLamaIndex, SageMaker, AWS Bedrock, Vertex AI, Azure AI Databases/Datawarehouse DynamoDB, Cosmos, MongoDB, RDS, MySQL, PostGreSQL, Aurora, Spanner, Google BigQuery
Cloud Knowledge AWS/Azure/GCP Dev Ops (Knowledge) Kubernetes, Docker, FluentD, Kibana, Grafana, Prometheus Cloud Certifications (Bonus) AWS Professional Solution Architect, AWS Machine Learning Specialty, Azure Solutions Architect Expert Proficient in Python, SQL, Javascript

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