Associate Architect - Machine Learning
IN KA Bengaluru, India
INR 1500K-2000K (estimate) Mid-level Full Time
Tasks
- Build LLM applications with LangChain
- Build RAG systems with vector indexing
- Create end to end training deployment and retraining workflows
- Design cloud machine learning architectures
- Develop AWS machine learning solutions
- Develop NLP models for text representation
- Evaluate and optimize model performance
- Fine-tune large language models
- Implement generative AI using AWS Bedrock and OpenAI
- Integrate models into web applications
- Orchestrate ML pipelines with Airflow or Step Functions
- Perform prompt engineering for LLM tasks
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Bedrock | AWS Lambda | AWS SageMaker | AWS Step Functions | Amazon Web Services | Apache Airflow | Attention Mechanisms | BERT | Deep learning | Elasticsearch | Few-Shot Learning | Few-shot | Fine Tuning | Kubeflow | Langchain | Language Models | Large Language Models | Llama2 | Machine Learning | Model Fine-tuning | NLP | OpenAI | OpenSearch | Prompt engineering | Python | RAG | Retrieval-Augmented Generation | Sagemaker Pipelines | Step Functions | Transformers | Vector Database | Web Services | Zero-Shot | Zero-shot Learning
Education
N/A
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