Architect - Machine Learning - GenAI
IN KA Bengaluru, India
INR 2000K-5000K (estimate) Senior-level Full Time
Tasks
- Build LLM applications with LangChain
- Create vector search indexing with OpenSearch or Elasticsearch
- Deploy and retrain machine learning models on AWS
- Design cloud machine learning architecture
- Develop AWS machine learning solutions
- Develop retrieval-augmented generation systems
- Engineer prompts for LLM tasks using few shot techniques
- Evaluate and optimize LLM performance
- Fine-tune large language models
- Implement generative AI using AWS Bedrock and OpenAI
- Integrate LLM responses into web applications
- Orchestrate machine learning workflows with Airflow Step Functions or SageMaker Pipelines or Kubeflow
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Bedrock | AWS Lambda | AWS SageMaker | Amazon Web Services | Apache Airflow | Attention Mechanisms | BERT | Deep learning | Elasticsearch | Few-Shot Learning | Few-shot | Fine Tuning | Generative AI | Kubeflow | Langchain | Language Models | Large Language Models | Llama2 | Machine Learning | Model Evaluation | Model Fine-tuning | NLP | OpenAI | OpenSearch | Prompt engineering | RAG | Retrieval-Augmented Generation | Sagemaker Pipelines | Step Functions | Supervised Learning | Transformers | Unsupervised Learning | Vector Databases | Web Services
Education
N/A
Roles
AI | AI Architect | Architect | Learning Architect | Machine Learning Architect
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