
AI Software Development Specialist
1 day ago
AI Software Development Expert
Job Description:We are seeking a skilled professional to design, develop, and integrate large language models into software applications.
Main Responsibilities:
- Develop and fine-tune large language models for use in various software applications.
- Implement prompt engineering techniques, vector embeddings, and RAG pipelines to enhance model performance.
- Understand how to build agentic AI applications using Langgraph and other technologies.
- Design and maintain APIs, microservices, and front-end/back-end integrations for GenAI applications.
- Work with vector databases (Pinecone, FAISS, Weaviate, Milvus) to enable semantic search and improve model efficiency.
- Deploy solutions on cloud platforms (Azure OpenAI, AWS Bedrock, GCP Vertex AI) to ensure scalability and reliability.
- Optimize model performance, latency, and scalability for real-world usage by applying problem-solving and debugging skills.
- Collaborate with data scientists and solution architects to deliver proof-of-concepts and production-ready applications that adhere to responsible AI, data privacy, and security guidelines.
Key Requirements:
- Strong programming skills in Python, with experience in APIs, microservices, and frameworks like Flask/FastAPI/Django.
- Familiarity with Azure Databricks and Apache Spark for big data processing.
- Knowledge of vector embeddings and vector databases for efficient data storage and retrieval.
- Experience with LangChain, LlamaIndex, or similar orchestration frameworks for managing complex AI workflows.
- Understanding of Docker, Kubernetes, and MLOps practices for deploying and maintaining AI models.
- Hands-on experience with cloud-based AI services (Azure, AWS, or GCP).
- Good problem-solving and debugging skills to troubleshoot complex issues.
- Familiarity with popular deep learning libraries (PyTorch, TensorFlow, Hugging Face Transformers) is a plus.
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