AWS Gen AI
- Source: Naukri
- PwC
- On-site
- Bengaluru
- Full-Time
- Mid level
Job Description
- Bachelor’s degree in Computer Science, Data Science, AI/ML, or related field.
- 5+ years of experience in software engineering or ML engineering.
- 3+ years of hands-on experience with AWS AI/ML services.
- Strong proficiency in building GenAI applications using Amazon Bedrock and foundation models.
- Hands-on experience with SageMaker for model training, fine-tuning, and deployment (JumpStart, HyperPod).
- Experience building RAG pipelines with Bedrock Knowledge Bases and vector stores (OpenSearch Serverless, Pinecone, or similar).
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow, Hugging Face).
- Experience with orchestration frameworks (LangChain, LlamaIndex, CrewAI, or Strands Agents).
- Experience with prompt engineering, optimization, and evaluation techniques.
- Understanding of LLM architectures, tokenization, and inference optimization.
- Experience configuring Bedrock Guardrails for content safety and compliance.
- Knowledge of data engineering for AI/ML (ETL, data preprocessing, feature engineering).
- Strong communication skills and ability to articulate technical decisions.
Skills
- amazon-web-services
- bedrock
- opensearch
- serverless
- Python
- PyTorch
- Tensorflow
- hugging-face
- LangChain
- LlamaIndex
- crewai
- guardrails
