Senior Software Engineer - AI/ML
Tasks
- Build and maintain RAG systems
- Build and operate AI infrastructure on AWS
- Define and run generative AI evaluation frameworks
- Design multi agent workflows and tool enabled agents
- Develop prompting strategies and automated prompt testing
- Ensure data quality for training fine tuning and evaluation
- Implement hallucination detection and drift monitoring
- Implement orchestration logic and state management
- Own deployment lifecycle with CI CD
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Bedrock | AWS CDK | AWS IAM | AWS Lambda | AWS VPC | Agent Orchestration | Amazon Bedrock | Amazon Bedrock Agents | Amazon CloudWatch | Amazon OpenSearch | Amazon SageMaker | Async Programming | Bedrock Agents | Bedrock Guardrails | Bedrock Knowledge Bases | CI/CD | Drift monitoring | Entity recognition | Generative AI | Hallucination detection | Infrastructure as Code | Knowledge bases | LLM Evaluation | LLM-as-a-Judge | Language Models | Language Processing | Large Language Models | MLOps | Named Entity Recognition | Natural Language | Natural Language Processing | Prompt engineering | Pytest | Python | Retrieval-Augmented Generation | Retrieval/reranking | Terraform | Text Classification | Type Hints | Vector Databases | “as-code”
Education
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