8 years
0 Lacs
Posted:1 week ago|
Platform:
On-site
Full Time
𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 (𝐀𝐖𝐒, 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈, 𝐑𝐀𝐆, 𝐋𝐋𝐌)
We are looking for a highly skilled 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 with strong hands-on experience in AWS ML stack, Generative AI (LLMs, RAG), SageMaker and Bedrock.
You will work on designing, developing, and deploying scalable AI/ML solutions using AWS services for enterprise-grade applications — including Retrieval-Augmented Generation (RAG) architectures powered by Large Language Models (LLMs).
𝐊𝐞𝐲 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:
• Development & deploy ML pipelines using SageMaker, Bedrock, Lambda, Step Functions
• Develop LLM-based RAG solutions with Amazon Bedrock, JumpStart, & custom fine-tuned models
• Integrate vector databases like Pinecone, Weaviate, Amazon OpenSearch
• Implement full ML lifecycle with CI/CD, monitoring, and MLOps best practices
• Ensure observability using CloudWatch, Prometheus, Grafana
• Collaborate on AI-enabled applications (chatbots, summarizers, embeddings)
• Ensure compliance, model explainability, and security
𝐑𝐞𝐪𝐮𝐢𝐫𝐞𝐝 𝐒𝐤𝐢𝐥𝐥𝐬:
• 𝐏𝐫𝐨𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐢𝐧 𝐏𝐲𝐭𝐡𝐨𝐧, PyTorch, TensorFlow, HuggingFace, LangChain
• 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐢𝐧 𝐀𝐖𝐒:
- SageMaker (Pipelines, Ground Truth, JumpStart)
- Amazon Bedrock / Claude / OpenAI
- Lambda, S3, Step Functions, DynamoDB, EventBridge
OpenSearch (KNN/ANN vector search)
• Experience with LLMs, RAG architectures, vector search, LangChain
• CI/CD using GitHub Actions, CodePipeline
• Deployment with Docker, EKS, ECS, or Fargate
• Exposure to EMR, AWS Glue, chatbot frameworks, React
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