
AI Systems Developer
1 day ago
Key Roles and Responsibilities:
- Design, develop, and integrate large language model (LLM) applications with Python-based frameworks.
- Architect scalable pipelines including prompt engineering, retrieval-augmented generation (RAG), fine-tuning, and evaluation for AI innovation.
- Create efficient microservices and REST APIs for Artificial Intelligence features to enhance business performance.
- Collaborate with Machine Learning Operations teams to deploy and monitor AI models in production ensuring seamless integration.
- Ensure performance optimization, cost efficiency, and security in LLM workflows while maintaining high-quality standards.
- Guide the team on Python best practices, code reviews, and technical problem-solving to foster a culture of excellence.
- Stay updated on emerging AI/LLM advancements and propose strategic adoption where beneficial.
Mandatory Skills and Qualifications:
- Strong proficiency in Python programming languages including FastAPI and Flask.
- Solid experience with Large Language Model integration including OpenAI API, Hugging Face Transformers, LangChain, and LlamaIndex.
- Understanding of RAG pipelines including vector databases like Pinecone, Weaviate, FAISS, and Milvus.
- Experience with prompt engineering & evaluation techniques, knowledge of MLOps tools including MLflow, Kubeflow, and Langfuse, and deployment on AWS/GCP/Azure.
- Familiarity with containerization and orchestration using Docker and Kubernetes.
- Strong grasp of REST APIs, GraphQL, and microservices architecture, knowledge of model fine-tuning and performance optimization.
Preferred Skills and Qualifications:
- Excellent leadership and mentoring abilities, strong problem-solving and analytical skills.
- Effective communication with technical and non-technical stakeholders.
- Ability to work in a fast-paced, evolving AI environment.
- Experience with agentic AI or Model Context Protocol (MCP), background in data pipelines including ETL and streaming data.
- Exposure to AI security & compliance practices, prior work in scalable enterprise AI products.
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