Senior AI Engineer
✨ AI Summary
emumba is hiring a Senior AI Engineer in Islamabad to build production Generative AI systems, RAG pipelines, and AI agent workflows. The role requires 5+ years of backend experience with strong Python fundamentals and hands-on expertise in LangChain, LlamaIndex, and vector databases. Candidates must be proficient in cloud-native deployment using AWS, Kubernetes, Terraform, and CI/CD, with a focus on end-to-end technical delivery rather than management.
- Build and maintain RAG systems, including retrieval, re-ranking, embeddings, and vector databases.
- Build AI agent workflows using LangChain, LangGraph, LlamaIndex, AutoGen, or similar tools.
- Develop backend services and APIs using Python, including async programming and multithreading.
- Deploy and manage AI applications using AWS, Kubernetes, Terraform, Helm, and CI/CD.
- Build event-driven systems using services such as Lambda, SQS, SNS, S3, and CloudWatch.
- Work with tools such as API Gateway, LiteLLM, AWS Bedrock, and SageMaker.
- Monitor, debug, test, and improve AI systems running in production.
Must-Have
- Around 5+ years of experience, with strong backend development.
- Strong Python and software engineering fundamentals.
- Proven experience building and running production systems, not just PoCs.
- Hands-on experience with RAG, embeddings, retrieval, re-ranking, and vector databases.
- Experience with LangChain, LangGraph, LlamaIndex, AutoGen, or similar frameworks.
- Experience with AWS and cloud-native technologies, including Terraform, Kubernetes, Helm, and CI/CD.
Nice to Have
- Experience with AWS Bedrock or SageMaker.
- Experience with document/OCR pipelines or PyTorch.
- Experience with AI evaluation, hallucination detection, monitoring, or LLMOps.
- Builder mindset: Enjoys writing, debugging, and improving production code.
- Ownership: Takes solutions from development through production.
- Collaboration: Works effectively across backend, data, and platform teams.
- Clear communication: Explains technical decisions clearly.
About the Company
Most employees today look forward to the Fridays but at Emumba, we strive to create a place where people look forward to the Mondays. Emumba stands out for its exceptional work ethic and culture, offering everything one could hope for in a workplace.
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