
Expert Backend Software Engineer
3 days ago
Software Engineer
Job Description:We are seeking a skilled Software Engineer to play a pivotal role in building our AI-powered systems. In this hybrid role, you'll leverage your expertise in backend development and machine learning to create robust, scalable systems using AWS services.
Key Responsibilities:- Design and implement core backend services and APIs for the agentic framework.
- Develop LLM-based applications using Amazon Bedrock models.
- Implement RAG systems with advanced retrieval mechanisms and vector database integration.
- Implement agentic workflows using technologies such as AWS Strands Framework.
- Design and develop microservices that efficiently integrate AI capabilities.
- Create scalable data processing pipelines for training data and document ingestion.
- Optimize model performance, inference latency, and overall system efficiency.
- Implement evaluation metrics and monitoring for AI components.
- 4+ years of total software engineering experience.
- Backend development experience with strong Python programming skills.
- Experience in ML/AI engineering, particularly with LLMs and generative AI applications.
- Experience with microservices architecture, API design, and asynchronous programming.
- Demonstrated experience building RAG systems and working with vector databases.
- Strong knowledge of AWS services, particularly Bedrock, Lambda, and container services.
- Experience with containerization technologies and Kubernetes.
- Understanding of ML model deployment, serving, and monitoring in production environments.
- Knowledge of prompt engineering and LLM fine-tuning techniques.
- AWS certifications - Associate Architect / Developer / Data Engineer / AI Track.
- Familiarity with streaming architectures and real-time data processing.
- Experience with ML experiment tracking and model versioning.
- Understanding of ML/AI ethics and responsible AI development.
- Experience with AWS Strands Framework.
- Knowledge of semantic search and embedding models.
- Contributions to open-source ML/AI projects.
Location: Pune, India
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